What the data shows
- 1
The 7 hourly figures reported in Chinese yuan run from 17 yuan (Inside the embodied-data supply chain, 2026) to 75 yuan an hour (Inside the embodied-data supply chain, 2026).
- 2
The 6 hourly figures reported in US dollars run from $2.6 (These workers help train robots who could one day steal their jobs, 2026) to $15 an hour (The gig workers who are training humanoid robots at home, 2026).
- 3
The 2 hourly figures reported in Indian rupees run from 150 rupees (In India, workers supplement their income by filming daily tasks to help train AI robotics, 2026) to 250 rupees an hour (The Indian workers training AI robots to take their jobs, 2026).
- 4
The 349 robot training roles open on RobotTraining.jobs on 31 Oct 2026 that state an hourly rate advertise a median of $27; that is an offer in US dollars, not a reported earning, and it does not compare directly with the figures above.
- 5
6 figures concern how much of a collection shift counts as usable or paid time; for example, Beijing's First Robot Data Factory Went Quiet After 17 Months (2026) reports usable data hours per eight-hour shift: roughly one hour of usable data per full eight-hour shift.
- 6
Embodied AI's data hunger: data collectors, factories and labour agencies (2026): trial-training pay forfeited (unpaid) if the trainee quits, 200 yuan a day, but nothing is paid if the trainee leaves during the three-day training.
- 7
China is training a robot future, one folded shirt at a time (2026) gives planned workforce size (external workers) as 500,000 external workers.
- 8
14 news reports and investigations from 2026 are recorded, with 52 figures.
Figure 1
What the reporting found
What pay, hours and working conditions have been documented for the people who collect robot training data and teleoperate robots?
Base: 52 figures from 14 news reports and investigations, each linked to where it was published.
Every figure is quoted as its source gives it, for the group, place and year it describes, with no conversion between currencies and no adjustment for inflation.
All of these come from journalism: most describe one worker, one employer or one batch of postings, not a representative sample.
Credit: compiled by RobotTraining.jobs Research, Pay in Robot Data and Operator Work: What Reporting Has Found, October 2026 edition.
Figure 2
Hourly pay figures, in the currency each source used
What hourly pay has been reported for robot data and teleoperation work, and what do the roles open on this site advertise?
Base: 15 hourly figures in 3 currencies, and the median hourly rate of the 349 roles open on RobotTraining.jobs on 31 Oct 2026 that state one.
No figure is converted: a yuan or rupee rate and a dollar rate describe different labour markets, and exchange rates would not make them comparable.
Reported earnings are what a worker told a reporter they earn, or what a report worked out; an advertised rate is what a posting offers. They are different measures.
Credit: compiled by RobotTraining.jobs Research, Pay in Robot Data and Operator Work: What Reporting Has Found, October 2026 edition.
Figure 3
Size of the workforce
How many people collect robot training data or operate robots, by the sources' estimates?
| Source | Year | Measure | Estimate |
|---|---|---|---|
| China is training a robot future, one folded shirt at a timeRest of World | 2026 | planned workforce size (external workers) | 500,000 external workers |
| China is training a robot future, one folded shirt at a timeRest of World | 2026 | planned workforce size (JD.com employees) | 100,000 employees |
| The Indian workers training AI robots to take their jobsKhaleej Times | 2026 | workforce size (one subcontractor's contributors) | 2,000 contributors |
| In Chinese data factories, workers teach humanoid robots boring tasksRest of World | 2026 | workforce size (robot trainers in China) | hundreds of robot trainers across China |
| The gig workers who are training humanoid robots at homeMIT Technology Review | 2026 | workforce size (micro1 contract recorders) | thousands of contract workers in more than 50 countries |
| The Indian workers training AI robots to take their jobsKhaleej Times | 2026 | workforce size (AI system trainers in India) | a growing army of thousands |
Base: 6 headcount figures.
Each counts a different group (one company's contractors, one subcontractor's contributors, one country's training centres) and none is comparable with another.
Credit: compiled by RobotTraining.jobs Research, Pay in Robot Data and Operator Work: What Reporting Has Found, October 2026 edition.
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:
1,432 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.
536 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).
Investing in robotics, AV or robot-data companies? The Robot hiring radar is these records role by role, every day, as files.
Robot hiring brief: free, once a month
The robot-training job market in figures, on the first weekday of each month: open roles, what opened and closed, who added and who cut, and posted pay by kind of work. To your work email.
How it was measured
Each report, investigation or study, linked next to its figure, with current advertised rates taken from the job boards this site reads daily. 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.
- Reported earnings
- What a worker told a reporter they earn, or what a report worked out, for the group, place and year it covered.
- Offered or advertised
- What a posting or an employer offers, as a report quotes it.
- Advertised pay here
- The hourly rate an open robot training role on this site lists (midpoint of any range) on the final day of the live window. A median needs 8 or more roles with a stated rate.
- As published
- Each figure stays in its source's own definition, currency and year, with no conversion, deflation or pooling.
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.
- So far every figure comes from journalism; most describe one worker, one employer or one batch of postings, and no peer-reviewed study or official statistic on this work has been found yet.
- Figures in different currencies describe different labour markets and are never converted or compared directly, and an advertised offer is not measured earnings.
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 pageLatest review
- October 2026 edition (you are here)Will lock when the next daily refresh runs
Quoting this report
You may quote, chart or republish these figures under CC BY 4.0, provided you link back to this page. This edition is locked: its numbers will not change.
Citation
RobotTraining.jobs (2026). Pay in Robot Data and Operator Work: What Reporting Has Found, October 2026 edition. https://robottraining.jobs/research/research-on-robot-data-work-pay/2026-10
BibTeX
@misc{robottrainingjobs_research_on_robot_data_work_pay_2026_10,
author = {{RobotTraining.jobs}},
title = {Pay in Robot Data and Operator Work: What Reporting Has Found, October 2026 edition},
year = {2026},
howpublished = {\url{https://robottraining.jobs/research/research-on-robot-data-work-pay/2026-10}},
}Keep reading
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