What the data shows
- 1
Atlas Capture is the most documented of the 17 companies and programs (8 sourced facts).
- 2
14 published pay rates and reported earnings from 9 companies.
- 3
The most recent fact on record (20 Oct 2026): micro1's At-Work Video Recorder role, in which small business owners and their staff film their own commercial or industrial work for AI and robotics training, lists South Africa among its eligible countries and asks for at least 2 hours of recording a day.
Figure 1
Robot data collection companies in Africa
Which companies record, label, drive or fly for robot training data in Nigeria, Kenya, South Africa, Egypt, Rwanda, Uganda and other African countries, what do they pay and how do people join?
Base: 17 companies and programs, 53 facts, each linked to the page that states it (reviewed 28 Oct 2026).
Company and posting claims are marked stated; what reporters relay or workers told them is marked reported. Pay stays in the currency and unit its source gives (US dollars or Nigerian naira).
Credit: compiled by RobotTraining.jobs Research, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Figure 2
What recorders, labellers and operators in Africa are paid
How much do people in Nigeria, Kenya, South Africa and Egypt earn recording or labelling robot training data?
Base: 14 facts from 9 companies and programs.
Pay stays in its source's currency and unit: US dollars per hour, per approved hour, per labelled clip or segment, per day or per month for a business, or naira per approved hour. Several figures are one worker's reported earnings, and the 2023 labelling rates are older than the 2026 recording rates.
Credit: compiled by RobotTraining.jobs Research, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Figure 3
Who can join, and how the work runs
Which African countries does each program take, what phone, hours and experience does it ask for, and how do people sign up?
Base: 8 facts from 8 companies and programs.
Credit: compiled by RobotTraining.jobs Research, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Figure 4
Scale, clients and funding
How big are the African robot data and drone operations, who buys the data and who funds them?
Base: 10 facts from 7 companies and programs.
Credit: compiled by RobotTraining.jobs Research, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Figure 5
Working conditions, rules and the market
What has reporting found about unpaid work, quality scores, country bans and drone rules, and why are robot data buyers looking at Africa?
Base: 7 facts from 7 companies and programs.
Credit: compiled by RobotTraining.jobs Research, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Figure 6
Every sourced fact
What exactly has been published about each company?
Base: All 53 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, Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join, checked 28 Oct 2026.
Robotics labs · Fleet operators · Data vendors · Research teams
Buy the data behind this report
This report sums up records we gather ourselves, day after day:
1,392 robot training roles followed, history included
Every role on 99 employer job boards, read each day since 12 Sep 2026: its pay, its place, and the first and last day it was up.
471 apply clicks over 28 days
Which robot training roles people really apply to, by kind of work, pay and place. The clicks happen here, so no one else can count them.
25 sourced industry datasets
Funding, revenue, deals, fleets, deployments and prices across the robot training industry, each record linked to the publication it comes from.
On offer
The raw records
Every robot training role we track: title, employer, place, kind of work, pay as stated, and the days it was first and last open.
A regular feed
New and closed roles every week or month, as file drops or through the data endpoints.
A custom cut
Any figure here by country, city, kind of work, vehicle, employer or date, or your own hiring benchmarked against the market.
Need the people behind this data for your own robots? (you contract them yourself) or (we deliver the robot data).
How it was measured
Company job postings and pages, Zipline and Sama press and job posts, the Ego4D paper, The Globe and Mail, MIT Technology Review, The Verge, Rest of World, Semafor, TechCabal, Techweez, Legit.ng, Business Daily, TechTrendsKE and Techsauce, 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.
- Approved hour
- An hour of footage that passes the buyer's review; most recording apps pay only for these, so time spent on rejected video is unpaid.
- Egocentric video
- First-person video recorded from a phone or camera worn on the head, showing the hands at work; robotics companies buy it to teach robots everyday tasks.
- Lidar annotation
- Labelling the 3D point clouds a self-driving car's laser scanner records, box by box and frame by frame; much of it has been done in Nairobi.
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.
- Most pay figures are one posting's rate or one worker's reported earnings, in their own currency and unit; they are not measured averages.
- Some reporting dates from 2019 to 2024 (Sama, CloudFactory, Remotasks, Ego4D) and Perle's and Digital Divide Data's postings state no rate; each record carries its own date. No teleoperation or remote assistance hub in Africa could be sourced.
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.
- Live page (you are here)Latest review
Quoting this report
You may quote, chart or republish these figures under CC BY 4.0, provided you link back to this page. The records change only when their sources are reviewed again, and the date of the last review is above. For a figure that stays put, quote a monthly edition, or note the date you accessed this page.
Citation
RobotTraining.jobs (2026). Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join (live data, 2 Oct 2019 to 28 Oct 2026). https://robottraining.jobs/research/robot-data-collection-companies-africa (accessed 29 Oct 2026)
BibTeX
@misc{robottrainingjobs_robot_data_collection_companies_africa_live,
author = {{RobotTraining.jobs}},
title = {Robot Data Collection Companies in Africa: Who Hires in Nigeria, Kenya and South Africa, What It Pays and Who Can Join (live data, 2 Oct 2019 to 28 Oct 2026)},
year = {2026},
howpublished = {\url{https://robottraining.jobs/research/robot-data-collection-companies-africa}},
note = {Accessed 29 Oct 2026},
}Keep reading
- Funding and Valuations of the Companies That Train RobotsHow much money has gone into the companies that hire people to train and operate robots, and at what valuations?Open report
- Revenue and Scale of the Companies That Run RobotsHow much revenue do the listed companies that operate delivery robots and autonomous vehicles book, and how large are their operations?Open report
- Robot Operator Legal Tracker: Rules, Inquiries, Rulings and LayoffsWhich laws, permits, inquiries, rulings and layoffs concern the people who operate and supervise robots and autonomous vehicles, and where do they stand?Open report
- Who Is Buying Robot Training Data: Deals, Paid Programs and Dataset ReleasesWhich companies pay for, license, commission or release training data for robots, embodied AI, autonomous vehicles and drones, from whom, and what kind of data?Open report
- Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They PayWhich companies sell robot training data or the human work behind it (teleoperation, demonstrations, egocentric capture, annotation, AV and drone operation), who are their customers, how big are they and what do they pay workers?Open report
- How Robotics Labs Collect Their Own Training Data: Facilities, Teams, Hours and PayWhich robotics, humanoid, embodied-AI, AV and drone companies collect training data with their own people, how (teleoperation, wearable cameras, safety drivers), at what scale, and what do they pay?Open report
- What Robot Training Data Costs: Buyer Prices and What Recorders Are PaidWhat does an hour of robot, teleoperation or first-person training data cost the company that buys it, and what are the people who record it or teleoperate paid?Open report
- Open-Source Robotics Datasets: Robot Learning and Training Datasets by Size, Method and LicenseWhich public datasets teach robots, embodied AI, self-driving systems and drones, who released them, how many hours and episodes do they hold and how was the data collected?Open report
- Teleoperation Companies: Remote Driving and Remote Robot Operators, Pay and FundingWhich companies run remote driving or remote robot operation, where do their operators work, what are they paid, who are their customers and how are they funded?Open report
- Robotaxi Remote Assistance: How Many Remote Operators Waymo, Tesla and Others Use, Where They Work, Shifts and PayHow many people remotely assist robotaxis, autonomous trucks and delivery robots, where do they work, what shifts do they keep, what training do they need and how many vehicles does each one watch?Open report
- How Much Data Robot Foundation Models Are Trained On: Hours, Teleoperation and Human VideoHow many hours and episodes of data were robot foundation models (pi0, GR00T, Gemini Robotics, Helix, GEN-0 and others) trained on, and how much of it came from people teleoperating robots or filming their own hands?Open report
- Synthetic Data for Robotics: Robot Simulation Companies, Customers, Prices and Results vs Human DataWhich companies and labs sell or publish simulation environments, synthetic data, digital twins and world models used to train and test robots, cars and drones, who are their named customers, what do they cost where a price is public, how much have they raised and produced, and what have papers and companies measured when synthetic data is mixed with human teleoperation and video?Open report
- Humanoid Robot Shipments and Deployments: Units Shipped by Maker, Customers and PricesHow many humanoid robots have been built and shipped, where are they deployed, who has ordered them and what do they cost?Open report
- How Many Robotaxis? Fleet Sizes of Waymo, Tesla, Zoox, Baidu and WeRide, City by CityHow many vehicles does each robotaxi service run, in which cities, how many paid rides does it give, and does a safety driver or monitor still ride along?Open report
- Drone Delivery Statistics: Deliveries by Wing, Zipline and Amazon, Markets, FAA Approvals and Drones per PilotHow many deliveries have Zipline, Wing, Amazon Prime Air, Manna and others made, where do they fly, under which approvals, and how many drones does one remote pilot oversee?Open report
- Apps and Programs That Pay You to Record Robot Training DataWhich apps and programs pay people to film household chores or work tasks, wear a head camera or teleoperate from home for robot training, what do they pay, who can join, which device is needed and how do they pay out?Open report
- Robot Training Gloves and Data Collection Hardware: UMI Gripper, ALOHA, GELLO, SO-101, Headsets and SuitsWhich VR headsets, first-person cameras, handheld grippers, leader-follower arms, gloves and motion-capture rigs are used to collect robot training data, what do they cost and who uses them?Open report
- Autonomous Trucking Companies in Operation: Aurora, Kodiak, Gatik and Others, Lanes, Miles and CustomersWhich autonomous trucks run without a driver, on which lanes, for which freight customers, how many miles have they driven, and does a safety driver or observer still ride in the cab?Open report
- China's Humanoid Robot Training Centers: Beijing, Shanghai's Kylin Training Ground and More, With PayWhere are China's state-backed and company-run embodied-AI data collection and training centres, when did they open, how big are they, how many robots and data collectors work there, what are collectors paid and how much data have they produced?Open report
- Robotics Data Collection Companies in India: Who Records Robot Training Data and What It PaysWhich companies collect robot training data in India, what do they provide, how big are they, who are their clients and funders, what are recorders paid, and which rules cover the work?Open report
- Robotics Data Collection Companies in Latin America: Who Records Robot Training Data and What It PaysWhich companies record, operate or sell robot training data in Latin America, what do they pay and in which currency, which countries do they take, how big are they, who gets the data, and what do workers complain about?Open report
- Robotics Data Collection Companies in the Philippines and Southeast Asia: Who Hires, What It Pays and Who Can JoinWhich companies and programs pay people in the Philippines, Indonesia, Vietnam, Malaysia, Thailand and Singapore to record, teleoperate or label robot training data, what does each pay and in which currency, how do people join, which countries does each take, and what has reporting found about the work?Open report
- Robot Data Collection Companies in Europe: Who Hires in Germany, the UK, France and Beyond, What It Pays and the RulesWhich companies and programs in Europe pay people to record first-person video, teleoperate robots, run demonstration floors, drive or watch over autonomous vehicles or label robot training data, what does each pay and in which currency, how do people join, and which European rules (the EU AI Act, works councils, minimum wages, GDPR practice) touch the work?Open report
- Pay in Robot Data and Operator Work: What Reporting Has FoundWhat have reporters and researchers documented about the pay and conditions of robot data collectors and teleoperators, and what do open roles here advertise?Open report
- Robot Training Pay Report 2026How much do robot training jobs pay, broken down by kind of work and employer?Open report