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Robot training work

Robot Teleoperation Jobs

$25–$40/hrtypical paylive median $30/hr hiring

Based on 22 different posted rates, from 11 employers. 59 of these 82 openings give no hourly figure. Advertised USD hourly sample only, not a representative wage survey. Missing rates may bias the result in either direction.

In-depth guide: SO-101 and LeRobot: Teleoperation Practice at Home (2026)

Teleoperation roles open now

Updated 1 Nov 2026, 06:01 UTC

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Remotely pilot a physical robot, through a VR headset, a leader-follower arm, a joystick, or a haptic rig, so its motions become training demonstrations, or step in to guide an autonomous robot when it stalls. This is one entry point into robot training: humanoid labs run teleoperation shifts around the clock, and gaming or VR familiarity often matters more than a degree.

How contested these jobs are

From 4 Oct 2026 to 31 Oct 2026, Robot Teleoperation roles drew 4.5% of the apply clicks on RobotTraining.jobs while making up 7.6% of the time roles were open, so each opening drew 0.59x the attention of an average role. Fewer people chase each opening than in most kinds of work, so a fitting application stands out more easily.

Measured from apply clicks on this site, not from hires. Every kind of work compared.

Teleoperation alerts

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Each week we gather the latest paid Teleoperation openings from every employer we follow, with the hourly rate where it is posted, and send them in one email. No cost, and you can stop any time.

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In short

Robot Teleoperation. Remotely pilot a physical robot, through a VR headset, a leader-follower arm, a joystick, or a haptic rig, so its motions become training demonstrations, or step in to guide an autonomous robot when it stalls. Typical 2026 pay is $25–$40/hr. The live median is $30/hr, taken from the 11 employers posting a rate for it today. Hiring for it: , among them TELUS Digital AI Community, 1X Technologies, Figure AI.

A woman in a VR headset raises two motion controllers while a robot arm on the bench lifts a blue mug into a tray.
An illustration; the actual kit and tasks differ between employers.

The job, up close

Pilot a robot

Use controllers to guide a real robot through a task. Your movements can become examples the robot learns from.

A sample task
Guide a robot to pick up a cup and place it on a shelf.
Workplace
A robot lab or a remote-control station
Tools and kit
VR controllers, joysticks, or a leader-follower rig
82

Open teleoperation roles

Read daily from this site's open roles

23

Of those, stating an hourly rate

Read daily from this site's open roles

$25 to $40/hr

Typical hourly pay of the roles that state a rate

Read daily from this site's open roles

$30/hr

Median advertised rate

Read daily from this site's open roles

Employers hiring for teleoperation

EmployerOpen nowWhat they pay
TELUS Digital AI Community logoTELUS Digital AI Community1$32-$45/hr
1X Technologies logo1X Technologies0$25 to $36/hr in checked postings
Figure AI logoFigure AI7$30–$35/hr
Nidus logoNidus1$30/hr
HireArt logoHireArt6$30–$50/hr
Nimble Robotics logoNimble Robotics0$25 to $27/hr in checked postings
Tutor Intelligence logoTutor Intelligence1$20–$30/hr
Physical Intelligence logoPhysical Intelligence1$25/hour
120ft logo120ft1See individual openings
ALTEN Technology USA logoALTEN Technology USA0$28.50/hr on the data collector postings
Apptronik logoApptronik0Not published
AY Robots logoAY Robots0€6–€22/hr by skill level
Boston Dynamics logoBoston Dynamics0$33 to $50/hr in checked postings
Cota Robotics logoCota Robotics1Pay not published
Dexmate logoDexmate0$20 to $30/hr in checked postings
Dexterity logoDexterity0$45-50 per hour
Enact Intelligence logoEnact Intelligence1Not stated
Foundation Robotics logoFoundation Robotics1$50,000 to $55,000 a year
FS Studio logoFS Studio3See individual openings
Genesis AI logoGenesis AI2See individual openings
ISEE logoISEE0See individual openings
Keywords Studios logoKeywords Studios2Pay not published
Maven Robotics logoMaven Robotics0Pay not published
Mind Robotics logoMind Robotics0Pay not published
Monumental logoMonumental3See individual openings
Neros logoNeros0See individual openings
Noble Machines logoNoble Machines0See individual openings
OpenTrain AI logoOpenTrain AI0First-person video $5 to $15/hr in checked postings; no teleop listing open
REVEL logoREVEL0See individual openings
Rhoda AI logoRhoda AI2Pay not published
RobCo logoRobCo0See individual openings
Sanctuary AI logoSanctuary AI0Pay not published (no pilot role open)
Sereact logoSereact2See individual openings
Teleo logoTeleo0See individual openings
Telexistence logoTelexistence0¥1,350 an hour, stated on its operator posting
TransPerfect DataForce logoTransPerfect DataForce0not stated
TSMG logoTSMG40Pay not published on most openings
Turing logoTuring0Pay not published; no physical-AI role open
Skild AI logoSkild AI3$25–$30/hr
Droyd logoDroyd1See individual openings
Coco Robotics logoCoco Robotics0See individual openings
Serve Robotics logoServe Robotics0$22–$25/hr
micro1 logomicro10$10–$30/hr
Vay logoVay1See individual openings
Welo Data logoWelo Data1$4–$30/hr

Sorted by what an application there is likely worth to you, with a referral lift for employers that pay us a referral fee; your pay is never affected.

From the live job boardStated by the employerOutside reportsOur estimate· benchmark compiled 12 Sep 2026

How each pay figure is graded

Want more context? Line up teleoperation pay at every employer in the pay explorer.

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Written by Yuma Heymans, Founder & CEO of RobotTraining.jobs.

Runs RobotTraining.jobs and AITraining.jobs as founder and CEO, and co-founded HeroHunt.ai, an AI recruitment platform. San Francisco based, and for years focused on how the people who teach robots and AI systems are found, hired and paid.

X Published 2026-09-12

Robot teleoperation means piloting physical hardware through a control interface to perform tasks or collect demonstrations.

This guide covers exactly what the work is, what named employers actually pay (with a rate table you can check against real postings), who is hiring and where, and how to get in. Every figure here links to a real source, and where a number is a market estimate rather than a posted rate, it says so.

What robot teleoperation work actually is

Teleoperation means you control a robot remotely, and the robot copies what you do. There are four common rigs, and which one you use depends on the employer:

  • VR headset and hand controllers. You see through the robot's cameras and move its arms and head by moving your own. This is how Apptronik operators pilot the Apollo humanoid and how 1X operators run the NEO robot.
  • Leader-follower arms. You move a small "leader" arm on a desk and a full-size robot arm mirrors it exactly. This is the standard rig at manipulation labs like Physical Intelligence and in bimanual ALOHA-style setups.
  • Motion-capture suit. You wear a full-body suit (and often a VR headset) and simply do the task yourself while sensors record every joint. Tesla hires people to walk test routes in a mocap suit to train Optimus.
  • Joystick or gamepad. Used for wheeled and mobile platforms, and for live-assist work where you take over an autonomous robot that has stalled.

The work splits into two purposes. Most of it is demonstration collection: you repeat a task (folding a shirt, stocking a shelf, prepping food) many times so the robot's model learns from clean, consistent examples. The rest is live assist: an autonomous robot gets confused, and a human operator steps in to guide it through, which also generates a valuable edge-case recording. Teleoperation sits right next to demonstration and data collection and robot fleet operations, and many operators do all three.

Expect a physical, repetitive shift. Operators stand for hours, wear a headset or suit, and hit daily quotas for volume and quality. It is closer to skilled warehouse or studio work than to a desk job.

What robot teleoperation pays

Read from today's open roles. 82 open roles on RobotTraining.jobs are in teleoperation, and 23 of them state an hourly rate. Those rates typically run $25 to $40 an hour, with a median of $30 an hour. They come from individual postings with different duties and locations, not from a category-wide wage survey; the pay explorer and pay report show the full measured sample and its coverage.

EmployerOpen rolesOf those, stating an hourly rate
All employers8223
Figure AI77
HireArt66
Skild AI32
Physical Intelligence11
Ambi Robotics11
Vay11
TSMG400

An advertised hourly amount is gross compensation, not verified take-home earnings. Salary, equity, benefits, overtime and contractor expenses must be compared separately. We do not infer what a beginner or an expert earns by splitting a pay distribution into tiers.

For accepted-footage or task payments, include setup, recording, upload, review and any rework in your time calculation. An hour of accepted video is a unit of output, not necessarily an hour of labor. There is no guaranteed volume of accepted tasks or paid hours.

Who is hiring, and where

Humanoid and manipulation labs are one source of teleoperation openings. Compare individual postings rather than assuming that one employer group pays more:

  • Figure AI staffs Humanoid Robot Operator shifts in San Jose, Reno and Los Angeles ( 7 teleoperation roles open now).
  • 1X Technologies (backed by OpenAI) hires shift-based Operators who pilot the NEO humanoid in VR at its San Carlos, California site ( 2 roles open now).
  • Physical Intelligence hires non-engineer Robot Operators in San Francisco to run leader-follower arms through tasks, measured on data volume and quality ( 1 open now).
  • Tesla hires Data Collection Operators in Palo Alto and other sites for its Optimus program, with a height requirement since the operator's motion maps to the robot's body ( 34 data collection roles open now).
  • Other labs that have hired operators, with the roles each has open on the board now: Skild AI (San Mateo, Pittsburgh, Bengaluru; 4), Apptronik ( 0), Agility Robotics ( 0) and Sanctuary AI ( 0).

How to get started with no degree

Most teleoperation roles do not require a college degree or a robotics background. What they screen for is different:

  1. Dexterity and consistency. You will repeat precise motions thousands of times. Gaming or VR experience genuinely helps and is often called out in postings.
  2. Physical stamina. These are standing shifts in a headset or suit. Read the physical requirements before you apply, and take them seriously.
  3. Availability for shift work. Labs run around the clock, and night shifts often pay a differential. Flexible availability makes you more hireable.
  4. Reliability. Data quality depends on operators who show up and follow the protocol exactly. That is the single trait every posting is really testing for.

Apply directly on the employer's job board (Greenhouse, Ashby, Lever) rather than through third-party recruiters, especially for direct-hire roles like Apptronik's. Start with the live teleoperation openings on RobotTraining.jobs to compare who is hiring near you, and if the work is new to you, read our beginner's guide to teleoperation first. Expect to begin as an hourly W-2 employee or a 1099 contractor; several labs (like Skild AI) convert reliable contractors to full employees after a training period, and equity or benefits appear at the better-funded labs.

Common questions

Do I need a degree or robotics experience to be a robot teleoperator?

No. Most teleoperation and data-collection operator roles at labs like Figure, 1X, Physical Intelligence, and Tesla screen for dexterity, physical stamina, reliability, and shift availability rather than a degree. Gaming or VR familiarity is often more useful than a technical background, and it is sometimes named directly in the posting.

How much does robot teleoperation actually pay?

Pay is specific to the role, location and payment model, so read the posting. Today 23 of the 82 open teleoperation roles on this site's board state an hourly rate, and those rates typically run $25 to $40 an hour with a median of $30. That is the board's own measured band, not a market-wide wage survey; the pay explorer shows the full sample.

Is this the same as training AI language models?

No. Robot teleoperation is embodied-AI work: you physically pilot a robot (arms, legs, hands) so its motions become training demonstrations, or you assist an autonomous robot that has stalled. It is unrelated to writing prompts, rating text, or evaluating chatbots. The skill it rewards is physical coordination and consistency, not writing.

Can I do robot teleoperation from home?

Mostly not. Teleoperation needs the robot, or its rig, in reach: of the 82 open teleoperation roles on this site's board, 2 is remote. Live-assist work can run from an operations center or a home workstation at a few employers, but most roles are on-site shifts at the lab. Read the posting's location and equipment lines before you apply.

What rig will I actually use?

It depends on the employer. VR headset and hand controllers (Apptronik's Apollo, 1X's NEO), leader-follower arms where a desk arm mirrors a full-size robot arm (Physical Intelligence and ALOHA-style setups), full-body motion-capture suits (Tesla's Optimus program), or a joystick/gamepad for mobile robots and live assist. Postings state which rig the role uses.

Is teleoperation work physically demanding?

Yes. Expect standing shifts of several hours, wearing a headset or suit, repeating precise motions to hit daily volume and quality quotas. Tesla's Optimus role, for example, involves walking a route for over seven hours a day carrying up to 30 pounds. Read the physical requirements in each posting carefully before applying.

From the forum

Ask the people doing Teleoperation work what only they can tell you.

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The research behind this page

The figures here come from the same daily read of employers' job boards, and from sourced datasets, that our research reports publish with their method, their sources and a citation for every figure.