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Research ยท October 2026 edition

Apps and Programs That Pay You to Record Robot Training Data

69 programs and apps that pay people to record robot training data at home or at work: pay, who can join, countries, devices, tasks and payouts; 166 facts, each linked to its source.

Read the month's story: Robot Training Jobs in October 2026: The Month in Data

Not final yet. The month has ended, yet stragglers in the data may still land up to 3 Nov 2026; after that the edition is locked permanently.

Covers
1 Aug 2025 to 28 Oct 2026
Dated by when each event occurred
Calculated
1 Nov 2026, 06:05 UTC
Settles when locked
Where it comes from
The programs' own pages, help centres and terms, and reporting by major outlets, each linked with a verbatim quote kept in the dataset.
Method
Revision 1. Terms defined
CC BY 4.0, citing this report

Each figure here comes as CSV and JSON files, emailed to your work address.

What the data shows

  1. 1

    Figure Index is the most documented of the 69 programs (11 sourced facts).

    Figure 1
  2. 2

    50 published pay rates from 39 programs.

    Figure 2
  3. 3

    The most recent fact on record (26 Oct 2026): OpenTrain posted a four-week US pilot on 26 October 2026 paying $5 per approved hour to record everyday household tasks with a smartphone on a head mount to help train home robots.

    Figure 5

Figure 1

Programs that pay people to record robot training data

Which apps and programs pay ordinary people to film tasks, wear a camera or teleoperate from home, what do they pay and who can join?

ProgramPaySourced facts
Figure IndexGoogle Play (listing by Figure AI)Figure AIFigure pays Index Creators by the minute of recording while they do their everyday tasks; it publishes no per-minute rate.Figure's Index page now shows contributions from 111 countries, up from the 108 it cited at the app's August launch.Accepted Index Creators receive a recording device from Figure to capture their day while doing everyday tasks.
Atlas CaptureThe Globe and MailAtlas Capture LLCA Nigerian recorder told The Globe and Mail she was paid US$50 for 17 hours of Atlas Capture video in a week, about US$2.94 an hour, issued in a dollar-pegged cryptocurrency.Atlas Capture says sign-up is open in most countries, but the tasks and payouts on offer vary by country.Atlas Capture needs an iPhone 11 or newer plus a head strap obtained through the app.
Instawork Robotics LabThe News MinuteInstaworkBengaluru market vendors who joined Instawork's camera project were first paid Rs 300 an hour for five hours a day, a rate that later fell.Instawork launched its Instacore wearable data capture system in India in August 2026, with participating businesses paid for every hour of data captured.Instawork's Instacore rig, announced 9 June 2026, has five synchronized cameras (head, chest and both wrists) wired to a compute backpack built to last a full work shift.
DoorDash TasksWIREDDoorDashA WIRED reporter who tried the Tasks app found a laundry-loading video task paying $15 an hour with a 20-minute maximum, and earned an estimated less than $10 for three tasks.The Tasks app's App Store listing says it is available in 34 listed US states, from Alabama and Alaska to Virginia and Wisconsin, with more coming.WIRED found most Tasks gigs require strapping a smartphone to the chest to film the hands, and DoorDash shipped the reporter a free body mount for the phone.
Sunday Memory DevelopersSunday Robotics (job post on Ashby)Sunday RoboticsSunday pays remote Memory Developers $30 per hour of approved data during a one-week screening period.Sunday hires remote Memory Developers in all US states except California, New York, Massachusetts, New Jersey and Illinois.Sunday's Memory Developers record with its Skill Capture Glove, hardware the company provides, instead of teleoperating a robot.
Human ArchiveTechCrunchHuman ArchiveHuman Archive pays workers a base rate of $1 an hour for egocentric data collection.Human Archive collects mostly in India and has started expanding into Southeast Asia and the United States.n/a
Objectways egocentric data collectionNPRObjectwaysA home recorder for Objectways is paid about $2.60 an hour to film her housework and makes around $120 a month.Objectways records chores with people in India and also pays Americans to film their housework for US clients.n/a
Shift appArs TechnicaMicroAGIArs Technica reported that Shift recruits people to wear a recording headstrap and film everyday household or professional tasks for a claimed $20 per hour plus bonuses.n/aShift's contributors wear head-mounted cameras and sensor-equipped gloves while they record ordinary physical tasks such as stacking boxes, wiring a plug and folding clothes.
HighFiveApple App Store (reviews of Minute Data by Baker Data LLC)Vera AI Co, Inc.HighFive publishes no pay rate; reviewers of Minute Data, the app its recorders film in, wrote in October 2026 that pay was cut to $6 for most tasks, one saying from the $10 an hour quoted at onboarding.HighFive says it operates in a majority of US cities.n/a
Hub DataHubHubn/aHub's paid recording program is open to contributors across the Americas, with no experience needed.n/a
Kled V3Solana CompassKled AIn/an/an/a
Maxinsights contractorsThe Next WebMaxinsightsn/aMaxinsights contractors are hired through local staffing firms, and Maxinsights manages them directly.n/a
TaskVerseTaskVerse (TaskUs)TaskUsTaskVerse's Everyday Moments project pays US $14 for every hour of approved first-person video in the United States and US $6 in Latin America, plus milestone bonuses.Everyday Moments takes people 18 or older located in the United States or in Latin America who own an iPhone, Samsung Galaxy or Google Pixel phone.n/a
China freelance robot trainersThe StarChinese data collection studiosThe Star reported that freelance robot trainers in China wearing motion-capture gear to record household chores are reportedly paid 4,000 to 6,000 yuan a month.n/an/a
ET Fugi (BitRobot SN/01)BitRobotFrodoBots Lab / BitRobotn/an/aTo take part in ET Fugi a player must own a personal EarthRover; BitRobot lists the EarthRover Mini+ at $349 with worldwide shipping.
Human Motion Data RecorderHuman Motion DataHuman Motion DataHuman Motion Data's own sign-up page says contributors earn $3 per approved hour of household activity video.n/an/a
JumpTask POV video tasksJumpTaskJumpTaskJumpTask says its POV video tasks pay for each clip uploaded and that most AI training tasks on it pay $5 to $20 an hour.n/an/a
micro1 data recordersMIT Technology Reviewmicro1A micro1 data recorder in Nigeria who films chores with an iPhone strapped to his forehead is paid US$15 an hour.micro1 has hired thousands of contract data recorders in more than 50 countries, including India, Nigeria and Argentina.n/a
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)micro1n/aThe smartphone household recorder role requires eligibility to work in the United States.Recorders must own an iPhone 12 or later, a Google Pixel 6 to 9, or a Samsung Galaxy S21 or later.
Mindrift egocentric video projectMindrift (Toloka)MindriftMindrift's egocentric video project pays $6 an hour in Latin America, for every accepted task.Mindrift's egocentric video project is open only in 16 Latin American countries, from Argentina and Brazil to Mexico and Uruguay.n/a
PrismaX operator networkPrismaXPrismaXn/aPrismaX operators and data contributors must be at least 18, or the age of majority where they live if higher.n/a
Appen EGO Embodied Data CollectorAppen (CrowdGen job post on Lever)AppenAppen's onsite egocentric data collection project in Kuala Lumpur, Malaysia paid US$3.60 per hour.n/an/a
Asimov collector programAsimovAsimovn/aAsimov collector applicants must confirm they are 18 or older.Asimov collectors record with their own phone on a phone head mount, and Asimov says it is not shipping headbands during early testing.
Claru business partnershipsThe Globe and MailClaruClaru's general manager told The Globe and Mail that a skilled trades business in Asia or Africa can earn up to US$6,000 a month with five workers recording eight hours a week, other businesses up to US$3,400, and that revenue is usually shared with the employees doing the recording.n/an/a
Claru Egocentric Household Tasks Capture (Latin America)ClaruClaruClaru pays Latin American contributors $6 for each hour of accepted household task footage, paid through Wise, Payoneer or a local equivalent.n/an/a
Egolab.AIScroll.inEgolab.AI (acquired by Build AI)Scroll reported that Egolab offered manufacturing firms a labour efficiency report based on proprietary AI models in return for allowing it to record their workers' egocentric data, and that workers at one Gurugram factory said they were to wear the head-mounted device from 10 am to 4 pm.n/an/a
EgoVista contributor networkEgoVistaEgoVistan/an/aEgoVista contributors film with a phone, a GoPro or glasses, kept hands-free, at home or in their trade.
FlambraFlambraFlambraFlambra pays up to R$ 12,50 per approved hour of first-person task video, in Brazilian reais.Flambra recruits recorders in Brazil and Latin America.n/a
Human Archive appHuman ArchiveHuman Archiven/aHuman Archive's contributor rules say its service is not offered to residents of Illinois, Texas, Washington or Oregon.n/a
Longyu Big Data home data collectorsYicai GlobalLongyu Big DataLongyu Big Data's hiring information puts monthly pay for home-based data collectors at CNY3,000 to CNY4,000.Longyu Big Data requires collector applicants to have finished high school and be aged 18 to 40.n/a
Mecka AI contributorsThe Globe and MailMecka AIA Mecka spokesperson told The Globe and Mail that contributors earn supplemental income averaging about 2 to 5 times the local minimum wage and are paid for all approved work on a regular schedule; no hourly rate was given.n/aMecka AI pays people to record everyday tasks with smartphones, body sensors and capture hardware it designs and manufactures.
OpenTrain Commercial Workplace Video Data CollectorOpenTrain AI (job listing)OpenTrain AIOpenTrain's commercial workplace video role, posted 20 October 2026, pays $8 to $12 per hour to record first-person video of one's own commercial or industrial work to train AI and robotics systems, under 20 hours a week.The commercial workplace recording role is open to candidates in nine countries, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Saudi Arabia, Taiwan and South Africa, and requires workplace manager consent before recording.n/a
OpenTrain Home Robot Video Data CollectorOpenTrain AI (job listing)OpenTrain AIOpenTrain posted a four-week US pilot on 26 October 2026 paying $5 per approved hour to record everyday household tasks with a smartphone on a head mount to help train home robots.The $5 per approved hour OpenTrain pilot asks for at least 5 hours of recording a day on 6 days a week, with a minimum of 20 hours a week, from candidates in the United States.n/a
Saturn LabsSaturn LabsSaturn LabsSaturn Labs pays $8 for every hour of verified household-task video, daily through its payment partner Branch.Saturn Labs contributors must be 18 or older, authorized to work and live in the US, and own one of its supported smartphones.n/a
Sensei Robotics appSensei RoboticsSensei Roboticsn/an/aSensei Robotics ships each approved contributor a collection kit with a mount for their phone.
SunainLos Angeles TimesSunainn/aSunain had expanded its home robot data capture beyond the US to Turkey, Singapore, Canada and Malaysia.n/a
Toloka HomER egocentric robotics datasetTolokaTolokan/an/aHomER contributors had to film with a head-mounted, forward-facing camera.
Appen egocentric data collectionABC News (Australia)Appenn/an/an/a
Asimov Data Collection SpecialistY Combinator (Asimov job post)AsimovAsimov's collector post offers $5 to $15 an hour base pay, rising to as much as $30 an hour after the first five hours collected.n/an/a
Awign egocentric data collectionThe News MinuteAwignn/an/an/a
BitRobot BoltsFrodoBots Help CenterFrodoBots Lab / BitRobotBitRobot rewards contributors in Bolts, a points record that BitRobot says has no cash value and cannot be exchanged for cash or monetary rewards.n/an/a
Build AI Egocentric-100KHumanoids DailyBuild AIn/an/aBuild AI's factory footage is captured with its Build AI Gen 1 monocular head-mounted devices.
Claru data collection networkClaruClarun/an/an/a
Claru Household Chores Video Capture (Asia)ClaruClarun/aClaru's Asia household chores capture role is open to contributors in India, the Philippines, Indonesia and Vietnam.n/a
Claru Household Chores Video Capture (Canada)ClaruClaruClaru pays Canadian household chores video contributors a flat $10 an hour, by wire or Wise, to record footage that trains household robotics and smart-home AI.n/an/a
Claru Household Chores Video Capture (United States)ClaruClaruClaru pays US household chores video contributors a flat $15 an hour.n/an/a
Claru Kitchen and Cooking Video Capture (United States)ClaruClaruClaru pays US kitchen and cooking video contributors a flat $15 an hour for first-person footage that trains cooking assistants, recipe tools and kitchen robotics.n/an/a
Contracted AIContracted AIContracted AIContracted AI says at-home recording pays $8 per hour of footage, rising to $9 with a daily streak and up to $12.50 on bonus tasks, and that skilled trades on its business program pay up to $20.n/an/a
EncordBusiness InsiderEncordEncord's cofounder says rates for filmed tasks can reach $150 an hour for highly technical work such as handling surgical equipment.n/an/a
Encord brain-wave data trial with Zander LabsTechCrunchEncordn/an/aIn Encord's trial with Zander Labs, a pilot's camera headset also carries sensors that measure brain waves while he performs the task.
Humanoids in the Wild (BitRobot SN/05)BitRobotFrodoBots Lab / BitRobotn/an/an/a
KledKled Help CenterKled AIn/an/an/a
MaxLoop and MaxGloveThe Next WebMaxinsightsn/an/an/a
micro1 360ยฐ Video Recordermicro1 (jobs.micro1.ai job post)micro1micro1 pays its 360ยฐ video recorders US$20 per hour of approved video.n/an/a
micro1 Everyday Home Tasks Contributormicro1 (jobs.micro1.ai job post)micro1micro1 posted a remote Everyday Home Tasks Contributor role on 9 January 2026 paying a fixed $8 an hour for headband-phone recordings of daily home activities used to help robotics learn.n/an/a
micro1 House Chores Video Assistantmicro1 (jobs.micro1.ai job post)micro1micro1 posted a remote House Chores Video Assistant role on 9 January 2026 paying a fixed $6 an hour to record everyday home activities with a phone on a headband so robotics can learn how people do normal home tasks.n/an/a
micro1 Remote Household Task Video Contributor (Selected US States Only)micro1 (jobs.micro1.ai job post)micro1micro1's US household task video contributor role, posted 16 February 2026 for selected US states, pays $14 per approved hour of video recorded with a head-mounted smartphone.n/an/a
OpenTrain At-Home Household Task Video RecorderOpenTrain AI (job listing)OpenTrain AIOpenTrain's US at-home household task video role, posted 20 August 2026, pays $14 to $15 per hour of recorded video, with a $20 signing bonus and head strap reimbursement after 20 hours.n/an/a
OpenTrain At-Home Household Video RecorderOpenTrain AI (job listing)OpenTrain AIOpenTrain's US at-home household video recorder role, posted 19 October 2026, pays $15 per hour of qualifying recorded video and excludes ten listed US states and the District of Columbia.n/an/a
OpenTrain First-Person Video Data Entry Specialist (Latin America)OpenTrain AI (job listing)OpenTrain AIOpenTrain's Latin American first-person video role, posted 19 October 2026, pays $6 per hour for accepted recorded video to contributors in Argentina, Brazil, Chile, Colombia and Mexico.n/an/a
Physen AI street cleaner data collectionThe Star (South China Morning Post)Physen AIn/an/an/a
PrismaX teleoperation platformThe Robot ReportPrismaXn/an/an/a
Qanat Consulting Services data collectionAFP via Khaleej TimesQanat Consulting Servicesn/an/an/a
RoboCap (BitRobot SN/06)BitRobotFrodoBots Lab / BitRobotn/an/an/a
Scale AI Physical AI collection networkScale AIScale AIn/an/an/a
Scale AI Physical AI prototyping labScale AIScale AIn/an/an/a
SeeSaw by Virtuals (BitRobot SN/02)BitRobotVirtuals Protocol with BitRobotn/an/an/a
XDOF data collectorsTechCrunchXDOFn/an/an/a
XDOF teleoperation centresThe Globe and MailXDOFn/aThe Globe and Mail reported that XDOF collects data from teleoperation centres, or arm farms, in Southeast Asia, which its CEO likened to a modern-day call centre where people control a robot from a booth.n/a

Base: 69 programs, 166 facts, each linked to the page that states it (reviewed 28 Oct 2026).

What each program says on its own pages, or what an outlet reports; terms change, so check the program before you sign up.

Credit: compiled by RobotTraining.jobs Research, Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition.

Figure 2

What each program pays

How much do robot data programs pay per hour, clip or task?

ProgramPay as stated
Contracted AIContracted AIContracted AI says at-home recording pays $8 per hour of footage, rising to $9 with a daily streak and up to $12.50 on bonus tasks, and that skilled trades on its business program pay up to $20.as of 28 Oct 2026
FlambraFlambraFlambra pays up to R$ 12,50 per approved hour of first-person task video, in Brazilian reais.as of 28 Oct 2026
Human Motion Data RecorderHuman Motion DataHuman Motion Data's own sign-up page says contributors earn $3 per approved hour of household activity video.as of 28 Oct 2026
JumpTask POV video tasksJumpTaskJumpTask says its POV video tasks pay for each clip uploaded and that most AI training tasks on it pay $5 to $20 an hour.as of 28 Oct 2026
Mindrift egocentric video projectMindrift (Toloka)Mindrift's egocentric video project pays $6 an hour in Latin America, for every accepted task.as of 28 Oct 2026
Saturn LabsSaturn LabsSaturn Labs pays $8 for every hour of verified household-task video, daily through its payment partner Branch.as of 28 Oct 2026
TaskVerseTaskVerse (TaskUs)TaskVerse's Everyday Moments project pays US $14 for every hour of approved first-person video in the United States and US $6 in Latin America, plus milestone bonuses.as of 28 Oct 2026
OpenTrain Home Robot Video Data CollectorOpenTrain AI (job listing)OpenTrain posted a four-week US pilot on 26 October 2026 paying $5 per approved hour to record everyday household tasks with a smartphone on a head mount to help train home robots.26 Oct 2026
OpenTrain Commercial Workplace Video Data CollectorOpenTrain AI (job listing)OpenTrain's commercial workplace video role, posted 20 October 2026, pays $8 to $12 per hour to record first-person video of one's own commercial or industrial work to train AI and robotics systems, under 20 hours a week.20 Oct 2026
OpenTrain At-Home Household Video RecorderOpenTrain AI (job listing)OpenTrain's US at-home household video recorder role, posted 19 October 2026, pays $15 per hour of qualifying recorded video and excludes ten listed US states and the District of Columbia.19 Oct 2026
OpenTrain First-Person Video Data Entry Specialist (Latin America)OpenTrain AI (job listing)OpenTrain's Latin American first-person video role, posted 19 October 2026, pays $6 per hour for accepted recorded video to contributors in Argentina, Brazil, Chile, Colombia and Mexico.19 Oct 2026
Appen EGO Embodied Data CollectorAppen (CrowdGen job post on Lever)Appen's onsite egocentric data collection project in Kuala Lumpur, Malaysia paid US$3.60 per hour.as of 18 Oct 2026
Figure IndexGoogle Play (listing by Figure AI)Figure pays Index Creators by the minute of recording while they do their everyday tasks; it publishes no per-minute rate.as of 18 Oct 2026
micro1 360ยฐ Video Recordermicro1 (jobs.micro1.ai job post)micro1 pays its 360ยฐ video recorders US$20 per hour of approved video.as of 18 Oct 2026
Sunday Memory DevelopersSunday Robotics (job post on Ashby)Sunday pays remote Memory Developers $30 per hour of approved data during a one-week screening period.as of 18 Oct 2026
Sunday Memory DevelopersSunday Robotics (job post on Ashby)After screening, Sunday pays Memory Developers up to $60 per hour of approved data for more complex tasks.as of 18 Oct 2026
China freelance robot trainersThe StarThe Star reported that freelance robot trainers in China wearing motion-capture gear to record household chores are reportedly paid 4,000 to 6,000 yuan a month.15 Oct 2026
China freelance robot trainersThe StarA student told reporters his robot-training work paid 120 yuan for a day shift and 135 yuan for a night shift, with high turnover as many workers left after a few weeks.15 Oct 2026
Objectways egocentric data collectionNPRA home recorder for Objectways is paid about $2.60 an hour to film her housework and makes around $120 a month.14 Oct 2026
Atlas CaptureThe Globe and MailA Nigerian recorder told The Globe and Mail she was paid US$50 for 17 hours of Atlas Capture video in a week, about US$2.94 an hour, issued in a dollar-pegged cryptocurrency.9 Oct 2026
Atlas CaptureThe Globe and MailA Philippines-based recorder told The Globe and Mail he had earned US$203 for around 71 hours of approved Atlas Capture footage, US$2.86 an hour, and that payments had at times been delayed.9 Oct 2026
Atlas CaptureThe Globe and MailA recorder in Bali told The Globe and Mail she worked four months at a villa under a supervisor, filming chores for up to eight hours a day with an iPhone and wrist cameras for Atlas Capture, and earned US$4.50 an hour.9 Oct 2026
Claru business partnershipsThe Globe and MailClaru's general manager told The Globe and Mail that a skilled trades business in Asia or Africa can earn up to US$6,000 a month with five workers recording eight hours a week, other businesses up to US$3,400, and that revenue is usually shared with the employees doing the recording.9 Oct 2026
Human Motion Data RecorderThe Globe and MailThe Globe and Mail reported that the Human Motion Data Recorder app, with a large user base in the Philippines, pays US$3 for an hour of approved footage.9 Oct 2026
Mecka AI contributorsThe Globe and MailA Mecka spokesperson told The Globe and Mail that contributors earn supplemental income averaging about 2 to 5 times the local minimum wage and are paid for all approved work on a regular schedule; no hourly rate was given.9 Oct 2026
HighFiveApple App Store (reviews of Minute Data by Baker Data LLC)HighFive publishes no pay rate; reviewers of Minute Data, the app its recorders film in, wrote in October 2026 that pay was cut to $6 for most tasks, one saying from the $10 an hour quoted at onboarding.6 Oct 2026
BitRobot BoltsFrodoBots Help CenterBitRobot rewards contributors in Bolts, a points record that BitRobot says has no cash value and cannot be exchanged for cash or monetary rewards.14 Sep 2026
OpenTrain At-Home Household Task Video RecorderOpenTrain AI (job listing)OpenTrain's US at-home household task video role, posted 20 August 2026, pays $14 to $15 per hour of recorded video, with a $20 signing bonus and head strap reimbursement after 20 hours.20 Aug 2026
Instawork Robotics LabThe News MinuteBengaluru market vendors who joined Instawork's camera project were first paid Rs 300 an hour for five hours a day, a rate that later fell.14 Jun 2026
Objectways egocentric data collectionAFP via Khaleej TimesAn Objectways recorder in Chennai told AFP she earns 250 rupees an hour filming housework, reported as just over two dollars an hour.11 Jun 2026
Shift appArs TechnicaArs Technica reported that Shift recruits people to wear a recording headstrap and film everyday household or professional tasks for a claimed $20 per hour plus bonuses.29 May 2026
Claru Egocentric Household Tasks Capture (Latin America)ClaruClaru pays Latin American contributors $6 for each hour of accepted household task footage, paid through Wise, Payoneer or a local equivalent.27 May 2026
Claru Egocentric Household Tasks Capture (Latin America)ClaruClaru's Latin America capture role says most contributors earn around $40 a day, roughly six to seven hours of footage, or $300 a week recording alongside their normal routine.27 May 2026
Claru Household Chores Video Capture (Canada)ClaruClaru pays Canadian household chores video contributors a flat $10 an hour, by wire or Wise, to record footage that trains household robotics and smart-home AI.26 May 2026
Claru Household Chores Video Capture (United States)ClaruClaru pays US household chores video contributors a flat $15 an hour.26 May 2026
Claru Kitchen and Cooking Video Capture (United States)ClaruClaru pays US kitchen and cooking video contributors a flat $15 an hour for first-person footage that trains cooking assistants, recipe tools and kitchen robotics.26 May 2026
Human ArchiveTechCrunchHuman Archive pays workers a base rate of $1 an hour for egocentric data collection.26 May 2026
Human ArchiveInc42Agarwal, one of Human Archive's four named founders, told Inc42 that each worker gets on average $1 to $10 per hour of work; Inc42 could not independently verify the compensation.26 May 2026
Egolab.AIScroll.inScroll reported that Egolab offered manufacturing firms a labour efficiency report based on proprietary AI models in return for allowing it to record their workers' egocentric data, and that workers at one Gurugram factory said they were to wear the head-mounted device from 10 am to 4 pm.20 May 2026
Longyu Big Data home data collectorsYicai GlobalLongyu Big Data's hiring information puts monthly pay for home-based data collectors at CNY3,000 to CNY4,000.15 May 2026
micro1 data recordersMIT Technology ReviewA micro1 data recorder in Nigeria who films chores with an iPhone strapped to his forehead is paid US$15 an hour.1 Apr 2026
DoorDash TasksWIREDA WIRED reporter who tried the Tasks app found a laundry-loading video task paying $15 an hour with a 20-minute maximum, and earned an estimated less than $10 for three tasks.21 Mar 2026
DoorDash TasksDoorDash (Wayback Machine capture of about.doordash.com)DoorDash says Tasks pay is shown upfront for each activity and is set by the effort and complexity of the activity, with no fixed hourly rate published.19 Mar 2026
Instawork Robotics LabLos Angeles TimesThe LA Times reported an Instawork home-chores recording gig in Los Angeles paying $80 for two hours of footage.12 Mar 2026
micro1 Remote Household Task Video Contributor (Selected US States Only)micro1 (jobs.micro1.ai job post)micro1's US household task video contributor role, posted 16 February 2026 for selected US states, pays $14 per approved hour of video recorded with a head-mounted smartphone.16 Feb 2026
Asimov Data Collection SpecialistY Combinator (Asimov job post)Asimov's collector post offers $5 to $15 an hour base pay, rising to as much as $30 an hour after the first five hours collected.13 Feb 2026
micro1 Everyday Home Tasks Contributormicro1 (jobs.micro1.ai job post)micro1 posted a remote Everyday Home Tasks Contributor role on 9 January 2026 paying a fixed $8 an hour for headband-phone recordings of daily home activities used to help robotics learn.9 Jan 2026
micro1 House Chores Video Assistantmicro1 (jobs.micro1.ai job post)micro1 posted a remote House Chores Video Assistant role on 9 January 2026 paying a fixed $6 an hour to record everyday home activities with a phone on a headband so robotics can learn how people do normal home tasks.9 Jan 2026
EncordBusiness InsiderEncord's cofounder says rates for filmed tasks can reach $150 an hour for highly technical work such as handling surgical equipment.10 Oct 2025
micro1 data recordersBusiness Insidermicro1's CEO cites rates of US$25 to US$50 an hour for people who record themselves doing tasks for robotics training data.10 Oct 2025

Base: 50 facts from 39 programs.

Pay stays in the currency and unit its source gives.

Credit: compiled by RobotTraining.jobs Research, Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition.

Figure 3

Who can join, and where

Which countries, ages and devices do the programs accept?

ProgramAs stated
EgoVista contributor networkEgoVistaEgoVista contributors film with a phone, a GoPro or glasses, kept hands-free, at home or in their trade.as of 28 Oct 2026
Figure IndexFigure AIFigure's Index page now shows contributions from 111 countries, up from the 108 it cited at the app's August launch.as of 28 Oct 2026
FlambraFlambraFlambra recruits recorders in Brazil and Latin America.as of 28 Oct 2026
HighFiveHighFiveHighFive says it operates in a majority of US cities.as of 28 Oct 2026
Human Archive appHuman ArchiveHuman Archive's contributor rules say its service is not offered to residents of Illinois, Texas, Washington or Oregon.as of 28 Oct 2026
Mindrift egocentric video projectMindrift (Toloka)Mindrift's egocentric video project is open only in 16 Latin American countries, from Argentina and Brazil to Mexico and Uruguay.as of 28 Oct 2026
Saturn LabsSaturn LabsSaturn Labs contributors must be 18 or older, authorized to work and live in the US, and own one of its supported smartphones.as of 28 Oct 2026
Sensei Robotics appSensei RoboticsSensei Robotics ships each approved contributor a collection kit with a mount for their phone.as of 28 Oct 2026
TaskVerseTaskVerse (TaskUs)Everyday Moments takes people 18 or older located in the United States or in Latin America who own an iPhone, Samsung Galaxy or Google Pixel phone.as of 28 Oct 2026
OpenTrain Home Robot Video Data CollectorOpenTrain AI (job listing)The $5 per approved hour OpenTrain pilot asks for at least 5 hours of recording a day on 6 days a week, with a minimum of 20 hours a week, from candidates in the United States.26 Oct 2026
Maxinsights contractorsThe Next WebMaxinsights contractors are hired through local staffing firms, and Maxinsights manages them directly.23 Oct 2026
OpenTrain Commercial Workplace Video Data CollectorOpenTrain AI (job listing)The commercial workplace recording role is open to candidates in nine countries, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Saudi Arabia, Taiwan and South Africa, and requires workplace manager consent before recording.20 Oct 2026
Asimov collector programAsimovAsimov collector applicants must confirm they are 18 or older.as of 18 Oct 2026
Asimov collector programAsimovAsimov collectors record with their own phone on a phone head mount, and Asimov says it is not shipping headbands during early testing.as of 18 Oct 2026
Atlas CaptureAtlas CaptureAtlas Capture needs an iPhone 11 or newer plus a head strap obtained through the app.as of 18 Oct 2026
Atlas CaptureAtlas CaptureAtlas Capture says sign-up is open in most countries, but the tasks and payouts on offer vary by country.as of 18 Oct 2026
DoorDash TasksApple App Store (listing by DoorDash, Inc.)The Tasks app's App Store listing says it is available in 34 listed US states, from Alabama and Alaska to Virginia and Wisconsin, with more coming.as of 18 Oct 2026
Figure IndexFigure AIAccepted Index Creators receive a recording device from Figure to capture their day while doing everyday tasks.as of 18 Oct 2026
Figure IndexFigure AIFigure says anyone can become an Index Creator, but its privacy policy bars people under 18 from registering for or using the app.as of 18 Oct 2026
Hub DataHubHub's paid recording program is open to contributors across the Americas, with no experience needed.as of 18 Oct 2026
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)Recorders must own an iPhone 12 or later, a Google Pixel 6 to 9, or a Samsung Galaxy S21 or later.as of 18 Oct 2026
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)The smartphone household recorder role requires eligibility to work in the United States.as of 18 Oct 2026
Sunday Memory DevelopersSunday Robotics (job post on Ashby)Sunday hires remote Memory Developers in all US states except California, New York, Massachusetts, New Jersey and Illinois.as of 18 Oct 2026
Sunday Memory DevelopersSunday Robotics (job post on Ashby)Sunday allows one Memory Developer per household, requires a home with a full household and kitchen setup and stable high-speed internet, and runs a background check at onboarding.as of 18 Oct 2026
Sunday Memory DevelopersSunday RoboticsSunday's Memory Developers record with its Skill Capture Glove, hardware the company provides, instead of teleoperating a robot.as of 18 Oct 2026
Objectways egocentric data collectionNPRObjectways records chores with people in India and also pays Americans to film their housework for US clients.14 Oct 2026
Atlas CaptureThe Globe and MailA Philippines-based recorder who had maxed out told The Globe and Mail that Atlas Capture had taken to limiting users to 50 hours of footage, for reasons it did not explain.9 Oct 2026
XDOF teleoperation centresThe Globe and MailThe Globe and Mail reported that XDOF collects data from teleoperation centres, or arm farms, in Southeast Asia, which its CEO likened to a modern-day call centre where people control a robot from a booth.9 Oct 2026
HighFiveHighFive (Vera AI Co, Inc.)HighFive's contractor agreement charges a one-time $14.99 platform access fee, refunded with a head strap's cost (up to $14.99 if bought elsewhere) only if you submit 15 hours of recordings within 7 days of getting access and HighFive approves them.8 Oct 2026
Mecka AI contributorsTech Funding NewsMecka AI pays people to record everyday tasks with smartphones, body sensors and capture hardware it designs and manufactures.8 Oct 2026
Instawork Robotics LabCXOTodayInstawork launched its Instacore wearable data capture system in India in August 2026, with participating businesses paid for every hour of data captured.25 Aug 2026
PrismaX operator networkPrismaXPrismaX operators and data contributors must be at least 18, or the age of majority where they live if higher.16 Aug 2026
Encord brain-wave data trial with Zander LabsTechCrunchIn Encord's trial with Zander Labs, a pilot's camera headset also carries sensors that measure brain waves while he performs the task.26 Jul 2026
Shift appStartup FortuneShift's contributors wear head-mounted cameras and sensor-equipped gloves while they record ordinary physical tasks such as stacking boxes, wiring a plug and folding clothes.16 Jul 2026
ET Fugi (BitRobot SN/01)BitRobotTo take part in ET Fugi a player must own a personal EarthRover; BitRobot lists the EarthRover Mini+ at $349 with worldwide shipping.9 Jul 2026
Instawork Robotics LabInstawork (press release via Newswire)Instawork's Instacore rig, announced 9 June 2026, has five synchronized cameras (head, chest and both wrists) wired to a compute backpack built to last a full work shift.9 Jun 2026
Claru Household Chores Video Capture (Asia)ClaruClaru's Asia household chores capture role is open to contributors in India, the Philippines, Indonesia and Vietnam.26 May 2026
Human ArchiveTechCrunchHuman Archive collects mostly in India and has started expanding into Southeast Asia and the United States.26 May 2026
Longyu Big Data home data collectorsYicai GlobalLongyu Big Data requires collector applicants to have finished high school and be aged 18 to 40.15 May 2026
micro1 data recordersMIT Technology Reviewmicro1 has hired thousands of contract data recorders in more than 50 countries, including India, Nigeria and Argentina.1 Apr 2026
Toloka HomER egocentric robotics datasetTolokaHomER contributors had to film with a head-mounted, forward-facing camera.23 Mar 2026
DoorDash TasksWIREDWIRED found most Tasks gigs require strapping a smartphone to the chest to film the hands, and DoorDash shipped the reporter a free body mount for the phone.21 Mar 2026
DoorDash TasksNBC NewsTasks is offered to DoorDash's couriers (Dashers), a pool NBC put at 8 million US gig workers; the WIRED reporter signed up as a Dasher to use it.19 Mar 2026
Instawork Robotics LabLos Angeles TimesFor home chore recording, Instawork handed workers headbands with phone mounts so they could film from their own point of view.12 Mar 2026
SunainLos Angeles TimesSunain had expanded its home robot data capture beyond the US to Turkey, Singapore, Canada and Malaysia.12 Mar 2026
Build AI Egocentric-100KHumanoids DailyBuild AI's factory footage is captured with its Build AI Gen 1 monocular head-mounted devices.19 Dec 2025

Base: 46 facts from 33 programs.

Credit: compiled by RobotTraining.jobs Research, Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition.

Figure 4

What you record and how you are paid

What tasks do the programs ask for, and how do they pay out?

ProgramAs stated
Claru business partnershipsClaruClaru's partnerships page offers businesses weekly payouts for active capture and Net-15 payment on a signed footage licence, and says it can send cameras and pay a business to capture more.as of 28 Oct 2026
Figure IndexFigure AIFigure's Index page now also offers to send a skilled creator to a customer's home or business to help with daily tasks and chores, under the line services on demand today, robots on demand soon.as of 28 Oct 2026
HighFiveHighFiveHighFive pays people to film their own dishes, laundry, cleaning and tidying with a phone on a head strap, and says the footage is used to improve next-generation wearable technology.as of 28 Oct 2026
Human Archive appHuman ArchiveHuman Archive's app pays the payout shown on each task, only once a submission gets final approval, and says it may reverse an approval later.as of 28 Oct 2026
JumpTask POV video tasksJumpTaskJumpTask pays in credits, 1,000 to the dollar, with a first cash-out from $1 and from $0.50 after that.as of 28 Oct 2026
Mindrift egocentric video projectMindrift (Toloka)Mindrift pays the egocentric project's accepted tasks every two weeks through Payoneer.as of 28 Oct 2026
Sensei Robotics appApple App Store (Sensei Robotics Inc.)Sensei Robotics' app pays an hourly rate for every video people submit of themselves doing everyday tasks such as washing dishes or folding laundry.as of 28 Oct 2026
TaskVerseTaskVerse (TaskUs)Everyday Moments asks for first-person clips of 1 to 30 minutes, filmed with a phone head mount, of chores and hobbies such as cooking, folding laundry, walking the dog or gardening, to help train AI and smart robotics.as of 28 Oct 2026
TaskVerseTaskVerse (TaskUs)TaskVerse pays approved tasks weekly on Thursdays (US time), sending the money to PayPal within 5 to 10 days of approval.as of 28 Oct 2026
Maxinsights contractorsThe Next WebMaxinsights contractors film themselves loading dishwashers, making smoothies or washing cars, and the company says it records real work at natural speed in homes, restaurants and hotels.23 Oct 2026
Appen EGO Embodied Data CollectorAppen (CrowdGen job post on Lever)Contributors perform everyday household activities while wearing a camera that records movement, vision and position data from a first-person view, to train AI systems and robots.as of 18 Oct 2026
Atlas CaptureAtlas CaptureAtlas Capture credits approved hours to the user's wallet each Monday, and withdrawals of $10 or more unlock after 5 approved hours.as of 18 Oct 2026
EgoVista contributor networkEgoVistaEgoVista pays per hour of usable footage, credits accepted footage to the contributor's balance and executes a requested payout within thirty days.as of 18 Oct 2026
ET Fugi (BitRobot SN/01)BitRobotET Fugi players remotely drive Earth Rover sidewalk robots on missions to catch virtual aliens and explore cities, generating navigation data while earning rewards.as of 18 Oct 2026
Hub DataHubHub pays per approved hour, with boosted tasks paying more, and contributors can withdraw any day by PIX, bank transfer or USDC.as of 18 Oct 2026
KledKled Help CenterKled contributors need at least $25 in available balance before they can cash out, by Venmo, PayPal or crypto.as of 18 Oct 2026
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)The role pays people to film their everyday household chores at home with their phone from a first-person view.as of 18 Oct 2026
China freelance robot trainersThe StarAt a Beijing data studio a worker wore a sensor bracelet and finger-mounted chips and repeated movements on screen instructions, with a daily quota of 160 samples and top performers completing more than 260.15 Oct 2026
Atlas CaptureThe Globe and MailThe Globe and Mail reported that Atlas Capture requires recorders' hands to stay visible, or the video can be rejected and the recorder is not paid for that footage.9 Oct 2026
Kled V3Solana CompassKled V3 replaces the upload-first home screen with a feed of paid tasks specified by AI labs, ranked per contributor, with the pay for each task shown upfront.30 Sep 2026
Kled V3Solana CompassSolana Compass reported that Kled's App Store listing lets contributors cash out through PayPal, Venmo or a Solana wallet once they reach a $25 balance, typically within three to five business days.30 Sep 2026
XDOF data collectorsTechCrunchTechCrunch reported that XDOF plans to hire and train teams of data collectors worldwide, including teleoperators who steer robots remotely and egocentric operators who wear body sensors.4 Sep 2026
PrismaX operator networkPrismaXPrismaX pays accrued compensation in arrears on the schedule shown on its platform, and only for data it accepts in quality review.16 Aug 2026
Instawork Robotics LabSpectrum NewsSpectrum News reported that Instawork pays workers for housework videos only when each task video runs between 2 and 15 minutes.21 May 2026
DoorDash TasksWIREDWIRED found Tasks gigs in five categories: household chores, handiwork projects, cooking, location navigation and foreign-language conversations; NBC listed folding clothes, handwashing dishes and making a bed.21 Mar 2026

Base: 25 facts from 22 programs.

Credit: compiled by RobotTraining.jobs Research, Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition.

Figure 5

Every sourced fact

What exactly has been published about each program?

ProgramKindFact
Appen EGO Embodied Data CollectorAppen (CrowdGen job post on Lever)PayAppen's onsite egocentric data collection project in Kuala Lumpur, Malaysia paid US$3.60 per hour.as of 18 Oct 2026Stated by the company or an official page
Appen EGO Embodied Data CollectorAppen (CrowdGen job post on Lever)What you recordContributors perform everyday household activities while wearing a camera that records movement, vision and position data from a first-person view, to train AI systems and robots.as of 18 Oct 2026Stated by the company or an official page
Appen egocentric data collectionABC News (Australia)ScaleAppen's vice-president of delivery said it could collect around 60,000 hours of video a month from as many as 5,000 contributors worldwide, including in India, Canada, the US, Brazil, Mexico and the Philippines.20 Sep 2026Stated by the company or an official page
Asimov collector programAsimovWho can joinAsimov collector applicants must confirm they are 18 or older.as of 18 Oct 2026Stated by the company or an official page
Asimov collector programAsimovDevice neededAsimov collectors record with their own phone on a phone head mount, and Asimov says it is not shipping headbands during early testing.as of 18 Oct 2026Stated by the company or an official page
Asimov Data Collection SpecialistY Combinator (Asimov job post)PayAsimov's collector post offers $5 to $15 an hour base pay, rising to as much as $30 an hour after the first five hours collected.13 Feb 2026Stated by the company or an official page
Atlas CaptureAtlas CaptureHow it paysAtlas Capture credits approved hours to the user's wallet each Monday, and withdrawals of $10 or more unlock after 5 approved hours.as of 18 Oct 2026Stated by the company or an official page
Atlas CaptureAtlas CaptureDevice neededAtlas Capture needs an iPhone 11 or newer plus a head strap obtained through the app.as of 18 Oct 2026Stated by the company or an official page
Atlas CaptureAtlas CaptureCountriesAtlas Capture says sign-up is open in most countries, but the tasks and payouts on offer vary by country.as of 18 Oct 2026Stated by the company or an official page
Atlas CaptureAtlas CaptureScaleAtlas Capture says it has paid out more than $5 million to users and has more than 1 million users.as of 18 Oct 2026Stated by the company or an official page
Atlas CaptureThe Globe and MailPayA Nigerian recorder told The Globe and Mail she was paid US$50 for 17 hours of Atlas Capture video in a week, about US$2.94 an hour, issued in a dollar-pegged cryptocurrency.9 Oct 2026Reported by an outlet
Atlas CaptureThe Globe and MailPayA Philippines-based recorder told The Globe and Mail he had earned US$203 for around 71 hours of approved Atlas Capture footage, US$2.86 an hour, and that payments had at times been delayed.9 Oct 2026Reported by an outlet
Atlas CaptureThe Globe and MailWhat you recordThe Globe and Mail reported that Atlas Capture requires recorders' hands to stay visible, or the video can be rejected and the recorder is not paid for that footage.9 Oct 2026Reported by an outlet
Atlas CaptureThe Globe and MailWho can joinA Philippines-based recorder who had maxed out told The Globe and Mail that Atlas Capture had taken to limiting users to 50 hours of footage, for reasons it did not explain.9 Oct 2026Reported by an outlet
Atlas CaptureThe Globe and MailPayA recorder in Bali told The Globe and Mail she worked four months at a villa under a supervisor, filming chores for up to eight hours a day with an iPhone and wrist cameras for Atlas Capture, and earned US$4.50 an hour.9 Oct 2026Reported by an outlet
Atlas CaptureThe Globe and MailLaunchThe Globe and Mail reported that Atlas Capture's website names no operator and corporate records show it was registered in Wyoming late in 2025, and that until recently its App Store copyright holder was a Canadian company doing business as Mecka AI; Mecka did not answer questions about the relationship.9 Oct 2026Reported by an outlet
Awign egocentric data collectionThe News MinuteScaleAwign captures over 1,000 hours of 4K first-person footage a day through its network of more than 1.5 million gig workers, using head-mounted iPhones and GoPros.14 Jun 2026Reported by an outlet
BitRobot BoltsFrodoBots Help CenterPayBitRobot rewards contributors in Bolts, a points record that BitRobot says has no cash value and cannot be exchanged for cash or monetary rewards.14 Sep 2026Stated by the company or an official page
Build AI Egocentric-100KHumanoids DailyDevice neededBuild AI's factory footage is captured with its Build AI Gen 1 monocular head-mounted devices.19 Dec 2025Reported by an outlet
China freelance robot trainersThe StarPayThe Star reported that freelance robot trainers in China wearing motion-capture gear to record household chores are reportedly paid 4,000 to 6,000 yuan a month.15 Oct 2026Reported by an outlet
China freelance robot trainersThe StarPayA student told reporters his robot-training work paid 120 yuan for a day shift and 135 yuan for a night shift, with high turnover as many workers left after a few weeks.15 Oct 2026Reported by an outlet
China freelance robot trainersThe StarWhat you recordAt a Beijing data studio a worker wore a sensor bracelet and finger-mounted chips and repeated movements on screen instructions, with a daily quota of 160 samples and top performers completing more than 260.15 Oct 2026Reported by an outlet
Claru business partnershipsClaruHow it paysClaru's partnerships page offers businesses weekly payouts for active capture and Net-15 payment on a signed footage licence, and says it can send cameras and pay a business to capture more.as of 28 Oct 2026Stated by the company or an official page
Claru business partnershipsThe Globe and MailPayClaru's general manager told The Globe and Mail that a skilled trades business in Asia or Africa can earn up to US$6,000 a month with five workers recording eight hours a week, other businesses up to US$3,400, and that revenue is usually shared with the employees doing the recording.9 Oct 2026Stated by the company or an official page
Claru data collection networkClaruScaleClaru says its data collection network has more than 10,000 trained collectors in over 100 cities on six continents.as of 18 Oct 2026Stated by the company or an official page
Claru Egocentric Household Tasks Capture (Latin America)ClaruPayClaru pays Latin American contributors $6 for each hour of accepted household task footage, paid through Wise, Payoneer or a local equivalent.27 May 2026Stated by the company or an official page
Claru Egocentric Household Tasks Capture (Latin America)ClaruPayClaru's Latin America capture role says most contributors earn around $40 a day, roughly six to seven hours of footage, or $300 a week recording alongside their normal routine.27 May 2026Stated by the company or an official page
Claru Household Chores Video Capture (Asia)ClaruCountriesClaru's Asia household chores capture role is open to contributors in India, the Philippines, Indonesia and Vietnam.26 May 2026Stated by the company or an official page
Claru Household Chores Video Capture (Canada)ClaruPayClaru pays Canadian household chores video contributors a flat $10 an hour, by wire or Wise, to record footage that trains household robotics and smart-home AI.26 May 2026Stated by the company or an official page
Claru Household Chores Video Capture (United States)ClaruPayClaru pays US household chores video contributors a flat $15 an hour.26 May 2026Stated by the company or an official page
Claru Kitchen and Cooking Video Capture (United States)ClaruPayClaru pays US kitchen and cooking video contributors a flat $15 an hour for first-person footage that trains cooking assistants, recipe tools and kitchen robotics.26 May 2026Stated by the company or an official page
Contracted AIContracted AIPayContracted AI says at-home recording pays $8 per hour of footage, rising to $9 with a daily streak and up to $12.50 on bonus tasks, and that skilled trades on its business program pay up to $20.as of 28 Oct 2026Stated by the company or an official page
DoorDash TasksApple App Store (listing by DoorDash, Inc.)CountriesThe Tasks app's App Store listing says it is available in 34 listed US states, from Alabama and Alaska to Virginia and Wisconsin, with more coming.as of 18 Oct 2026Stated by the company or an official page
DoorDash TasksWIREDPayA WIRED reporter who tried the Tasks app found a laundry-loading video task paying $15 an hour with a 20-minute maximum, and earned an estimated less than $10 for three tasks.21 Mar 2026Reported by an outlet
DoorDash TasksWIREDDevice neededWIRED found most Tasks gigs require strapping a smartphone to the chest to film the hands, and DoorDash shipped the reporter a free body mount for the phone.21 Mar 2026Reported by an outlet
DoorDash TasksWIREDWhat you recordWIRED found Tasks gigs in five categories: household chores, handiwork projects, cooking, location navigation and foreign-language conversations; NBC listed folding clothes, handwashing dishes and making a bed.21 Mar 2026Reported by an outlet
DoorDash TasksDoorDash (Wayback Machine capture of about.doordash.com)LaunchDoorDash announced Tasks on 19 March 2026 and said it was piloting a standalone app in which Dashers are paid to film everyday tasks or record themselves speaking another language, data meant to help AI and robotic systems.19 Mar 2026Stated by the company or an official page
DoorDash TasksDoorDash (Wayback Machine capture of about.doordash.com)PayDoorDash says Tasks pay is shown upfront for each activity and is set by the effort and complexity of the activity, with no fixed hourly rate published.19 Mar 2026Stated by the company or an official page
DoorDash TasksNBC NewsWho can joinTasks is offered to DoorDash's couriers (Dashers), a pool NBC put at 8 million US gig workers; the WIRED reporter signed up as a Dasher to use it.19 Mar 2026Reported by an outlet
Egolab.AIScrollScaleEgolab says in company documents that it recruits between 100 and 1,000 volunteers in every factory it works with.20 May 2026Stated by the company or an official page
Egolab.AIScroll.inPayScroll reported that Egolab offered manufacturing firms a labour efficiency report based on proprietary AI models in return for allowing it to record their workers' egocentric data, and that workers at one Gurugram factory said they were to wear the head-mounted device from 10 am to 4 pm.20 May 2026Reported by an outlet
EgoVista contributor networkEgoVistaDevice neededEgoVista contributors film with a phone, a GoPro or glasses, kept hands-free, at home or in their trade.as of 28 Oct 2026Stated by the company or an official page
EgoVista contributor networkEgoVistaHow it paysEgoVista pays per hour of usable footage, credits accepted footage to the contributor's balance and executes a requested payout within thirty days.as of 18 Oct 2026Stated by the company or an official page
EncordBusiness InsiderPayEncord's cofounder says rates for filmed tasks can reach $150 an hour for highly technical work such as handling surgical equipment.10 Oct 2025Stated by the company or an official page
Encord brain-wave data trial with Zander LabsTechCrunchDevice neededIn Encord's trial with Zander Labs, a pilot's camera headset also carries sensors that measure brain waves while he performs the task.26 Jul 2026Reported by an outlet
ET Fugi (BitRobot SN/01)BitRobotWhat you recordET Fugi players remotely drive Earth Rover sidewalk robots on missions to catch virtual aliens and explore cities, generating navigation data while earning rewards.as of 18 Oct 2026Stated by the company or an official page
ET Fugi (BitRobot SN/01)BitRobotDevice neededTo take part in ET Fugi a player must own a personal EarthRover; BitRobot lists the EarthRover Mini+ at $349 with worldwide shipping.9 Jul 2026Stated by the company or an official page
ET Fugi (BitRobot SN/01)BitRobotLaunchBitRobot launched ET Fugi as its first live subnet in August 2025.1 Aug 2025Stated by the company or an official page
Figure IndexFigure AICountriesFigure's Index page now shows contributions from 111 countries, up from the 108 it cited at the app's August launch.as of 28 Oct 2026Stated by the company or an official page
Figure IndexFigure AIWhat you recordFigure's Index page now also offers to send a skilled creator to a customer's home or business to help with daily tasks and chores, under the line services on demand today, robots on demand soon.as of 28 Oct 2026Stated by the company or an official page
Figure IndexFigure AIScaleFigure's Index page now shows $35 million paid to contributors, 1 million app downloads and 28.5 million video uploads.as of 18 Oct 2026Stated by the company or an official page
Figure IndexFigure AIDevice neededAccepted Index Creators receive a recording device from Figure to capture their day while doing everyday tasks.as of 18 Oct 2026Stated by the company or an official page
Figure IndexGoogle Play (listing by Figure AI)PayFigure pays Index Creators by the minute of recording while they do their everyday tasks; it publishes no per-minute rate.as of 18 Oct 2026Stated by the company or an official page
Figure IndexFigure AIWho can joinFigure says anyone can become an Index Creator, but its privacy policy bars people under 18 from registering for or using the app.as of 18 Oct 2026Stated by the company or an official page
Figure IndexFigure AILaunchFigure launched its Index app publicly on Google Play and the App Store on 25 August 2026, four months after starting it in stealth to collect physical data from people.25 Aug 2026Stated by the company or an official page
Figure IndexFigure AIScaleBy its public launch Figure said Index had 264,000 downloads and over 44,000 weekly active users contributing data, who had uploaded over 16 million videos.25 Aug 2026Stated by the company or an official page
Figure IndexFigure AIScaleFigure said it had paid $15 million to Index Creators by the app's public launch.25 Aug 2026Stated by the company or an official page
Figure IndexFigure AIScaleAt Index's public launch Figure said it is committed to spend over $1 billion in the next 12 months on data and compute, having tried and failed to buy the data it needs from vendors.25 Aug 2026Stated by the company or an official page
Figure IndexFigure AIScaleFigure said Index's app was processing 30 minutes of video uploads every second at launch, which it put at 4.9 years of human work uploaded every day.25 Aug 2026Stated by the company or an official page
FlambraFlambraPayFlambra pays up to R$ 12,50 per approved hour of first-person task video, in Brazilian reais.as of 28 Oct 2026Stated by the company or an official page
FlambraFlambraCountriesFlambra recruits recorders in Brazil and Latin America.as of 28 Oct 2026Stated by the company or an official page
HighFiveHighFiveWhat you recordHighFive pays people to film their own dishes, laundry, cleaning and tidying with a phone on a head strap, and says the footage is used to improve next-generation wearable technology.as of 28 Oct 2026Stated by the company or an official page
HighFiveHighFiveCountriesHighFive says it operates in a majority of US cities.as of 28 Oct 2026Stated by the company or an official page
HighFiveHighFive (Vera AI Co, Inc.)Who can joinHighFive's contractor agreement charges a one-time $14.99 platform access fee, refunded with a head strap's cost (up to $14.99 if bought elsewhere) only if you submit 15 hours of recordings within 7 days of getting access and HighFive approves them.8 Oct 2026Stated by the company or an official page
HighFiveApple App Store (reviews of Minute Data by Baker Data LLC)PayHighFive publishes no pay rate; reviewers of Minute Data, the app its recorders film in, wrote in October 2026 that pay was cut to $6 for most tasks, one saying from the $10 an hour quoted at onboarding.6 Oct 2026Reported by an outlet
Hub DataHubScaleHub's homepage now says its network has 500,000+ active contributors and 7,300+ commercial sites across 150 countries, up from the 150,000+ contributors and 730+ sites it showed on 18 October 2026.as of 28 Oct 2026Stated by the company or an official page
Hub DataHubHow it paysHub pays per approved hour, with boosted tasks paying more, and contributors can withdraw any day by PIX, bank transfer or USDC.as of 18 Oct 2026Stated by the company or an official page
Hub DataHubCountriesHub's paid recording program is open to contributors across the Americas, with no experience needed.as of 18 Oct 2026Stated by the company or an official page
Hub DataHubScaleHub says its network has more than 150,000 active contributors and 730 commercial sites across 150 countries.as of 18 Oct 2026Stated by the company or an official page
Human ArchiveTechCrunchPayHuman Archive pays workers a base rate of $1 an hour for egocentric data collection.26 May 2026Reported by an outlet
Human ArchiveTechCrunchScaleHuman Archive says it has more than 1,000 active camera headsets deployed across multiple locations.26 May 2026Stated by the company or an official page
Human ArchiveTechCrunchCountriesHuman Archive collects mostly in India and has started expanding into Southeast Asia and the United States.26 May 2026Reported by an outlet
Human ArchiveInc42PayAgarwal, one of Human Archive's four named founders, told Inc42 that each worker gets on average $1 to $10 per hour of work; Inc42 could not independently verify the compensation.26 May 2026Stated by the company or an official page
Human ArchiveInc42ScaleAgarwal, one of Human Archive's four named founders, said it has signed over 120 partnerships across hotels, restaurants, quick commerce platforms, construction sites and factories, though many are not yet activated.26 May 2026Stated by the company or an official page
Human Archive appHuman ArchiveHow it paysHuman Archive's app pays the payout shown on each task, only once a submission gets final approval, and says it may reverse an approval later.as of 28 Oct 2026Stated by the company or an official page
Human Archive appHuman ArchiveWho can joinHuman Archive's contributor rules say its service is not offered to residents of Illinois, Texas, Washington or Oregon.as of 28 Oct 2026Stated by the company or an official page
Human Motion Data RecorderHuman Motion DataPayHuman Motion Data's own sign-up page says contributors earn $3 per approved hour of household activity video.as of 28 Oct 2026Stated by the company or an official page
Human Motion Data RecorderThe Globe and MailPayThe Globe and Mail reported that the Human Motion Data Recorder app, with a large user base in the Philippines, pays US$3 for an hour of approved footage.9 Oct 2026Stated by the company or an official page
Human Motion Data RecorderThe Globe and MailScaleIts founder said the Human Motion Data Recorder app, launched in April 2026, had collected 38,000 hours of household chores from 3,900 contributors by mid-summer.9 Oct 2026Stated by the company or an official page
Humanoids in the Wild (BitRobot SN/05)BitRobotScaleBitRobot's Humanoids in the Wild subnet has produced more than 2,000 hours of humanoid teleoperation demonstrations in real homes, 500+ hours of which were released as the HIW-500 dataset.as of 18 Oct 2026Stated by the company or an official page
Instawork Robotics LabCXOTodayCountriesInstawork launched its Instacore wearable data capture system in India in August 2026, with participating businesses paid for every hour of data captured.25 Aug 2026Stated by the company or an official page
Instawork Robotics LabThe News MinutePayBengaluru market vendors who joined Instawork's camera project were first paid Rs 300 an hour for five hours a day, a rate that later fell.14 Jun 2026Reported by an outlet
Instawork Robotics LabInstawork (press release via Newswire)Device neededInstawork's Instacore rig, announced 9 June 2026, has five synchronized cameras (head, chest and both wrists) wired to a compute backpack built to last a full work shift.9 Jun 2026Stated by the company or an official page
Instawork Robotics LabSpectrum NewsWhat you recordSpectrum News reported that Instawork pays workers for housework videos only when each task video runs between 2 and 15 minutes.21 May 2026Reported by an outlet
Instawork Robotics LabInstawork (press release via Newswire)LaunchInstawork opened Instawork Robotics Lab on 16 April 2026, offering its more than ten million hourly workers (Pros) robotics data collection and robot technician work.16 Apr 2026Stated by the company or an official page
Instawork Robotics LabInstawork (press release via Newswire)ScaleInstawork said more than 20,000 of its Pros were already certified for robotics work in the first weeks of its certification program.16 Apr 2026Stated by the company or an official page
Instawork Robotics LabLos Angeles TimesPayThe LA Times reported an Instawork home-chores recording gig in Los Angeles paying $80 for two hours of footage.12 Mar 2026Reported by an outlet
Instawork Robotics LabLos Angeles TimesDevice neededFor home chore recording, Instawork handed workers headbands with phone mounts so they could film from their own point of view.12 Mar 2026Reported by an outlet
JumpTask POV video tasksJumpTaskPayJumpTask says its POV video tasks pay for each clip uploaded and that most AI training tasks on it pay $5 to $20 an hour.as of 28 Oct 2026Stated by the company or an official page
JumpTask POV video tasksJumpTaskHow it paysJumpTask pays in credits, 1,000 to the dollar, with a first cash-out from $1 and from $0.50 after that.as of 28 Oct 2026Stated by the company or an official page
JumpTask POV video tasksJumpTaskLaunchJumpTask added household POV video tasks to its AI training section by 8 September 2026, saying their main use is robotics.8 Sep 2026Stated by the company or an official page
KledKled Help CenterHow it paysKled contributors need at least $25 in available balance before they can cash out, by Venmo, PayPal or crypto.as of 18 Oct 2026Stated by the company or an official page
Kled V3Solana CompassLaunchKled released version 3 of its app on 30 September 2026, rebuilt so people are paid to capture photos, video, audio and text for AI training datasets.30 Sep 2026Reported by an outlet
Kled V3Solana CompassWhat you recordKled V3 replaces the upload-first home screen with a feed of paid tasks specified by AI labs, ranked per contributor, with the pay for each task shown upfront.30 Sep 2026Reported by an outlet
Kled V3Solana CompassScaleKled puts its network at more than 500,000 opt-in contributors across the US, Southeast Asia and Europe, collecting over 8 million datapoints a day across 38,000 structured datasets.30 Sep 2026Reported by an outlet
Kled V3Solana CompassHow it paysSolana Compass reported that Kled's App Store listing lets contributors cash out through PayPal, Venmo or a Solana wallet once they reach a $25 balance, typically within three to five business days.30 Sep 2026Reported by an outlet
Longyu Big Data home data collectorsYicai GlobalPayLongyu Big Data's hiring information puts monthly pay for home-based data collectors at CNY3,000 to CNY4,000.15 May 2026Reported by an outlet
Longyu Big Data home data collectorsYicai GlobalWho can joinLongyu Big Data requires collector applicants to have finished high school and be aged 18 to 40.15 May 2026Reported by an outlet
Maxinsights contractorsThe Next WebScaleMaxinsights says more than 5,000 contractors in six countries wear its head, wrist and chest cameras to record everyday work as robot training data.23 Oct 2026Stated by the company or an official page
Maxinsights contractorsThe Next WebWhat you recordMaxinsights contractors film themselves loading dishwashers, making smoothies or washing cars, and the company says it records real work at natural speed in homes, restaurants and hotels.23 Oct 2026Stated by the company or an official page
Maxinsights contractorsThe Next WebScaleMaxinsights says it has captured more than 2 million hours of footage, of which 1.5 million hours are ready for models, for more than 30 customers.23 Oct 2026Stated by the company or an official page
Maxinsights contractorsThe Next WebWho can joinMaxinsights contractors are hired through local staffing firms, and Maxinsights manages them directly.23 Oct 2026Stated by the company or an official page
MaxLoop and MaxGloveThe Next WebLaunchAlongside its $30M seed round on 22 October 2026 Maxinsights launched MaxLoop, which scores footage as it arrives so operators hear back the same day instead of after one to two weeks, and MaxGlove, a sensor glove that records grip force.22 Oct 2026Stated by the company or an official page
Mecka AI contributorsThe Globe and MailPayA Mecka spokesperson told The Globe and Mail that contributors earn supplemental income averaging about 2 to 5 times the local minimum wage and are paid for all approved work on a regular schedule; no hourly rate was given.9 Oct 2026Stated by the company or an official page
Mecka AI contributorsTech Funding NewsDevice neededMecka AI pays people to record everyday tasks with smartphones, body sensors and capture hardware it designs and manufactures.8 Oct 2026Reported by an outlet
micro1 360ยฐ Video Recordermicro1 (jobs.micro1.ai job post)Paymicro1 pays its 360ยฐ video recorders US$20 per hour of approved video.as of 18 Oct 2026Stated by the company or an official page
micro1 data recordersMIT Technology ReviewCountriesmicro1 has hired thousands of contract data recorders in more than 50 countries, including India, Nigeria and Argentina.1 Apr 2026Reported by an outlet
micro1 data recordersMIT Technology ReviewPayA micro1 data recorder in Nigeria who films chores with an iPhone strapped to his forehead is paid US$15 an hour.1 Apr 2026Reported by an outlet
micro1 data recordersBusiness InsiderPaymicro1's CEO cites rates of US$25 to US$50 an hour for people who record themselves doing tasks for robotics training data.10 Oct 2025Stated by the company or an official page
micro1 Everyday Home Tasks Contributormicro1 (jobs.micro1.ai job post)Paymicro1 posted a remote Everyday Home Tasks Contributor role on 9 January 2026 paying a fixed $8 an hour for headband-phone recordings of daily home activities used to help robotics learn.9 Jan 2026Stated by the company or an official page
micro1 House Chores Video Assistantmicro1 (jobs.micro1.ai job post)Paymicro1 posted a remote House Chores Video Assistant role on 9 January 2026 paying a fixed $6 an hour to record everyday home activities with a phone on a headband so robotics can learn how people do normal home tasks.9 Jan 2026Stated by the company or an official page
micro1 Remote Household Task Video Contributor (Selected US States Only)micro1 (jobs.micro1.ai job post)Paymicro1's US household task video contributor role, posted 16 February 2026 for selected US states, pays $14 per approved hour of video recorded with a head-mounted smartphone.16 Feb 2026Stated by the company or an official page
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)What you recordThe role pays people to film their everyday household chores at home with their phone from a first-person view.as of 18 Oct 2026Stated by the company or an official page
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)Device neededRecorders must own an iPhone 12 or later, a Google Pixel 6 to 9, or a Samsung Galaxy S21 or later.as of 18 Oct 2026Stated by the company or an official page
micro1 Smartphone Video Recordermicro1 (jobs.micro1.ai job post)Who can joinThe smartphone household recorder role requires eligibility to work in the United States.as of 18 Oct 2026Stated by the company or an official page
Mindrift egocentric video projectMindrift (Toloka)PayMindrift's egocentric video project pays $6 an hour in Latin America, for every accepted task.as of 28 Oct 2026Stated by the company or an official page
Mindrift egocentric video projectMindrift (Toloka)CountriesMindrift's egocentric video project is open only in 16 Latin American countries, from Argentina and Brazil to Mexico and Uruguay.as of 28 Oct 2026Stated by the company or an official page
Mindrift egocentric video projectMindrift (Toloka)How it paysMindrift pays the egocentric project's accepted tasks every two weeks through Payoneer.as of 28 Oct 2026Stated by the company or an official page
Objectways egocentric data collectionNPRScaleOn NPR in October 2026 an Objectways employee said the company pays thousands of people to record themselves working.15 Oct 2026Stated by the company or an official page
Objectways egocentric data collectionNPRPayA home recorder for Objectways is paid about $2.60 an hour to film her housework and makes around $120 a month.14 Oct 2026Reported by an outlet
Objectways egocentric data collectionNPRCountriesObjectways records chores with people in India and also pays Americans to film their housework for US clients.14 Oct 2026Stated by the company or an official page
Objectways egocentric data collectionNPRScaleObjectways says it pays hundreds of people across India to record domestic jobs.14 Oct 2026Stated by the company or an official page
Objectways egocentric data collectionAFP via Khaleej TimesPayAn Objectways recorder in Chennai told AFP she earns 250 rupees an hour filming housework, reported as just over two dollars an hour.11 Jun 2026Stated by the company or an official page
OpenTrain At-Home Household Task Video RecorderOpenTrain AI (job listing)PayOpenTrain's US at-home household task video role, posted 20 August 2026, pays $14 to $15 per hour of recorded video, with a $20 signing bonus and head strap reimbursement after 20 hours.20 Aug 2026Stated by the company or an official page
OpenTrain At-Home Household Video RecorderOpenTrain AI (job listing)PayOpenTrain's US at-home household video recorder role, posted 19 October 2026, pays $15 per hour of qualifying recorded video and excludes ten listed US states and the District of Columbia.19 Oct 2026Stated by the company or an official page
OpenTrain Commercial Workplace Video Data CollectorOpenTrain AI (job listing)PayOpenTrain's commercial workplace video role, posted 20 October 2026, pays $8 to $12 per hour to record first-person video of one's own commercial or industrial work to train AI and robotics systems, under 20 hours a week.20 Oct 2026Stated by the company or an official page
OpenTrain Commercial Workplace Video Data CollectorOpenTrain AI (job listing)CountriesThe commercial workplace recording role is open to candidates in nine countries, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Saudi Arabia, Taiwan and South Africa, and requires workplace manager consent before recording.20 Oct 2026Stated by the company or an official page
OpenTrain First-Person Video Data Entry Specialist (Latin America)OpenTrain AI (job listing)PayOpenTrain's Latin American first-person video role, posted 19 October 2026, pays $6 per hour for accepted recorded video to contributors in Argentina, Brazil, Chile, Colombia and Mexico.19 Oct 2026Stated by the company or an official page
OpenTrain Home Robot Video Data CollectorOpenTrain AI (job listing)PayOpenTrain posted a four-week US pilot on 26 October 2026 paying $5 per approved hour to record everyday household tasks with a smartphone on a head mount to help train home robots.26 Oct 2026Stated by the company or an official page
OpenTrain Home Robot Video Data CollectorOpenTrain AI (job listing)Who can joinThe $5 per approved hour OpenTrain pilot asks for at least 5 hours of recording a day on 6 days a week, with a minimum of 20 hours a week, from candidates in the United States.26 Oct 2026Stated by the company or an official page
Physen AI street cleaner data collectionThe Star (South China Morning Post)LaunchIn August 2026 Shenzhen-based Physen AI partnered with a sanitation company to equip street cleaners with data collection devices.1 Aug 2026Reported by an outlet
PrismaX operator networkPrismaXScalePrismaX's homepage says it has paid contributors more than 1 million dollars in total.as of 18 Oct 2026Stated by the company or an official page
PrismaX operator networkPrismaXWho can joinPrismaX operators and data contributors must be at least 18, or the age of majority where they live if higher.16 Aug 2026Stated by the company or an official page
PrismaX operator networkPrismaXHow it paysPrismaX pays accrued compensation in arrears on the schedule shown on its platform, and only for data it accepts in quality review.16 Aug 2026Stated by the company or an official page
PrismaX teleoperation platformThe Robot ReportLaunchPrismaX launched its teleoperation platform, which at launch let users log in and remotely operate a robotic arm, at its first RoboCon event in San Francisco.5 Aug 2025Reported by an outlet
Qanat Consulting Services data collectionAFP via Khaleej TimesScaleAFP reported that Qanat Consulting Services, an Objectways subcontractor in Andhra Pradesh, supplies about a dozen larger data firms with recordings, and that some of its 2,000 contributors wear motion-sensor bands on their wrists, hands and legs.11 Jun 2026Stated by the company or an official page
RoboCap (BitRobot SN/06)BitRobotScaleBitRobot says its RoboCap subnet has collected more than 100,000 hours of egocentric data.as of 18 Oct 2026Stated by the company or an official page
Saturn LabsSaturn LabsPaySaturn Labs pays $8 for every hour of verified household-task video, daily through its payment partner Branch.as of 28 Oct 2026Stated by the company or an official page
Saturn LabsSaturn LabsWho can joinSaturn Labs contributors must be 18 or older, authorized to work and live in the US, and own one of its supported smartphones.as of 28 Oct 2026Stated by the company or an official page
Scale AI Physical AI collection networkScale AIScaleScale AI says more than 1,000 hours of demonstration data are collected and uploaded to its platform every day.as of 18 Oct 2026Stated by the company or an official page
Scale AI Physical AI prototyping labScale AIScaleScale AI said it had completed more than 100,000 production hours of physical AI data at its San Francisco prototyping lab, with help from contributors globally.24 Sep 2025Stated by the company or an official page
SeeSaw by Virtuals (BitRobot SN/02)BitRobotScaleBitRobot said thousands of contributors completed nearly 4 million SeeSaw tasks in its first phase, after passing 1 million in its first month.14 Jul 2026Stated by the company or an official page
Sensei Robotics appApple App Store (Sensei Robotics Inc.)What you recordSensei Robotics' app pays an hourly rate for every video people submit of themselves doing everyday tasks such as washing dishes or folding laundry.as of 28 Oct 2026Stated by the company or an official page
Sensei Robotics appSensei RoboticsDevice neededSensei Robotics ships each approved contributor a collection kit with a mount for their phone.as of 28 Oct 2026Stated by the company or an official page
Shift appThe Next WebScaleThe Next Web reported in July 2026 that Shift operates in 15 countries and pays more than 20,000 people to record themselves performing physical tasks, selling the footage to robot-model labs.16 Jul 2026Reported by an outlet
Shift appStartup FortuneDevice neededShift's contributors wear head-mounted cameras and sensor-equipped gloves while they record ordinary physical tasks such as stacking boxes, wiring a plug and folding clothes.16 Jul 2026Reported by an outlet
Shift appArs TechnicaPayArs Technica reported that Shift recruits people to wear a recording headstrap and film everyday household or professional tasks for a claimed $20 per hour plus bonuses.29 May 2026Reported by an outlet
Shift appArs TechnicaScaleArs Technica said the Shift contributor site suggests more than 10,000 operators had collectively been paid more than $5 million in the first quarter of the 2026 fiscal year, a company claim; Shift's US general manager spoke of tens of thousands of people in 15 countries.29 May 2026Reported by an outlet
Shift appArs TechnicaLaunchMicroAGI began publicizing its Shift app on 28 May 2026 with a free home-cleaning offer in New York City whose cleaners wear cameras, which Ars Technica said may also serve as a promotional hook for the app's main purpose of recruiting people to record tasks for robot training.28 May 2026Reported by an outlet
SunainLos Angeles TimesScaleThe LA Times reported that human data capture startup Sunain had more than 1,400 contributors recording in homes across Los Angeles.12 Mar 2026Reported by an outlet
SunainLos Angeles TimesCountriesSunain had expanded its home robot data capture beyond the US to Turkey, Singapore, Canada and Malaysia.12 Mar 2026Reported by an outlet
Sunday Memory DevelopersSunday RoboticsScaleSunday's site now says it has shipped thousands of Skill Capture Gloves to its Memory Developers, who collect training data in their homes (it said over 2,000 at Memo's launch in November 2025).as of 28 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersSunday Robotics (job post on Ashby)PaySunday pays remote Memory Developers $30 per hour of approved data during a one-week screening period.as of 18 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersSunday Robotics (job post on Ashby)PayAfter screening, Sunday pays Memory Developers up to $60 per hour of approved data for more complex tasks.as of 18 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersSunday Robotics (job post on Ashby)CountriesSunday hires remote Memory Developers in all US states except California, New York, Massachusetts, New Jersey and Illinois.as of 18 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersSunday Robotics (job post on Ashby)Who can joinSunday allows one Memory Developer per household, requires a home with a full household and kitchen setup and stable high-speed internet, and runs a background check at onboarding.as of 18 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersSunday RoboticsDevice neededSunday's Memory Developers record with its Skill Capture Glove, hardware the company provides, instead of teleoperating a robot.as of 18 Oct 2026Stated by the company or an official page
Sunday Memory DevelopersHumanoids DailyScaleAt Memo's launch in November 2025 Sunday said it had shipped over 2,000 Skill Capture Gloves and was collecting data from 500 homes.19 Nov 2025Stated by the company or an official page
TaskVerseTaskVerse (TaskUs)PayTaskVerse's Everyday Moments project pays US $14 for every hour of approved first-person video in the United States and US $6 in Latin America, plus milestone bonuses.as of 28 Oct 2026Stated by the company or an official page
TaskVerseTaskVerse (TaskUs)Who can joinEveryday Moments takes people 18 or older located in the United States or in Latin America who own an iPhone, Samsung Galaxy or Google Pixel phone.as of 28 Oct 2026Stated by the company or an official page
TaskVerseTaskVerse (TaskUs)What you recordEveryday Moments asks for first-person clips of 1 to 30 minutes, filmed with a phone head mount, of chores and hobbies such as cooking, folding laundry, walking the dog or gardening, to help train AI and smart robotics.as of 28 Oct 2026Stated by the company or an official page
TaskVerseTaskVerse (TaskUs)How it paysTaskVerse pays approved tasks weekly on Thursdays (US time), sending the money to PayPal within 5 to 10 days of approval.as of 28 Oct 2026Stated by the company or an official page
Toloka HomER egocentric robotics datasetTolokaScaleToloka says its HomER egocentric household video collection was matched with more than 1,800 active contributors.23 Mar 2026Stated by the company or an official page
Toloka HomER egocentric robotics datasetTolokaDevice neededHomER contributors had to film with a head-mounted, forward-facing camera.23 Mar 2026Stated by the company or an official page
XDOF data collectorsTechCrunchWhat you recordTechCrunch reported that XDOF plans to hire and train teams of data collectors worldwide, including teleoperators who steer robots remotely and egocentric operators who wear body sensors.4 Sep 2026Reported by an outlet
XDOF teleoperation centresThe Globe and MailCountriesThe Globe and Mail reported that XDOF collects data from teleoperation centres, or arm farms, in Southeast Asia, which its CEO likened to a modern-day call centre where people control a robot from a booth.9 Oct 2026Reported by an outlet

Base: All 166 facts. "Reported" means an outlet reports it from sources the company has not confirmed.

Amounts stay in the currency and form their source gives; nothing is converted or totalled.

Credit: compiled by RobotTraining.jobs Research, Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition.

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  • 1,432 robot training roles followed, history included

    Every role on 100 employer job boards, read each day since 12 Sep 2026: its pay, its place, and the first and last day it was up.

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How it was measured

The programs' own pages, help centres and terms, and reporting by major outlets, each linked with a verbatim quote kept in the dataset. Each row carries a link to its publication and gives the number exactly as published, with no estimates or conversions. A note under every figure says what it covers.

Recording program
An app or program that pays people to record first-person video, motion or teleoperation data for robot training.
Approved hour
An hour of recording the program accepts after review; many pay only for approved data.

Limits of this data

  • Built only from public sources. Anything never announced or reported is absent, and private-company figures are whatever the company or the press said, unaudited.
  • Terms, pay and countries change often; check the program's current page before joining.
  • Live counters on programs' own pages are as fetched on the reviewed date.

Collection and classification of listings are explained on the methodology page. Freshness, completeness and consistency are tested daily in the data quality report.

Monthly editions

The live page shows the dataset as of its latest review, and new events join it once they are made public. Every finished month also gets its own edition, locked two days after month end, so a number quoted from it stays fixed.

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  • October 2026 edition (you are here)Will lock when the next daily refresh runs

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Citation

RobotTraining.jobs (2026). Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition. https://robottraining.jobs/research/paid-robot-data-programs/2026-10

BibTeX

@misc{robottrainingjobs_paid_robot_data_programs_2026_10,
  author = {{RobotTraining.jobs}},
  title = {Apps and Programs That Pay You to Record Robot Training Data, October 2026 edition},
  year = {2026},
  howpublished = {\url{https://robottraining.jobs/research/paid-robot-data-programs/2026-10}},
}
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