{"name":"Robot Training Market Concentration (live data, 12 Sep 2026 to 9 Oct 2026)","question":"How many employers compete for each kind of robot training work, and how much of it does the leader hold?","source":"The public job boards of the robot training employers and programs this site tracks, read every day.","publisher":"RobotTraining.jobs","url":"https://robottraining.jobs/research/robot-training-market-concentration","license":"https://creativecommons.org/licenses/by/4.0/","citation":"RobotTraining.jobs (2026). Robot Training Market Concentration (live data, 12 Sep 2026 to 9 Oct 2026). https://robottraining.jobs/research/robot-training-market-concentration (accessed 10 Oct 2026)","frozen_at":null,"report":"robot-training-market-concentration","method":1,"edition":null,"window":{"from":"2026-09-12","to":"2026-10-09","days":28},"computedAt":"2026-10-10T21:13:49.522Z","summary":"On 9 Oct 2026, robot training listings were highly concentrated overall (HHI 4,114 across 60 employers); Egocentric & Wearable Capture was the most concentrated kind of work, led by TSMG with 76.8% of its open roles.","stats":[{"id":"hhi","value":"4,114","label":"HHI of all open listings (highly concentrated)","figure":"concentration-by-kind"},{"id":"platforms","value":"60","label":"employers with open roles","figure":"concentration-by-kind"},{"id":"lead","value":"63.6%","label":"of open roles at TSMG","figure":"concentration-by-kind"},{"id":"top-kind","value":"6,120","label":"HHI in Egocentric & Wearable Capture, the most concentrated kind","figure":"concentration-by-kind"}],"findings":[{"id":"overall","figure":"concentration-by-kind","text":"Across all robot training work, listings are highly concentrated (HHI 4,114 across 60 employers); TSMG holds 63.6% of open roles."},{"id":"most-concentrated","figure":"concentration-by-kind","text":"Egocentric & Wearable Capture is the most concentrated kind of work (HHI 6,120, TSMG with 76.8%); Robot Teleoperation the least (HHI 2,082, across 23 employers)."},{"id":"highly-concentrated","figure":"concentration-by-kind","text":"5 of 7 kinds of work with at least 10 open roles are highly concentrated by listings (HHI above 2,500)."},{"id":"generalist","figure":"platform-breadth","text":"TSMG lists the widest range of work: 5 of the 7 kinds of work with open roles."}],"figures":[{"id":"concentration-by-kind","title":"How concentrated each kind of work is","question":"For which kinds of robot training work does one employer hold most of the openings?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"hhi","label":"HHI","unit":"count","bar":true},{"key":"band","label":"Reading","unit":"text"},{"key":"lead","label":"Largest employer","unit":"text","secondary":true},{"key":"leadShare","label":"Its share","unit":"percent"},{"key":"platforms","label":"Employers","unit":"count","secondary":true}],"rows":[{"key":"all","cells":{"group":"All robot training work","hhi":4114,"band":"Highly concentrated","lead":"TSMG","leadShare":63.6,"platforms":60}},{"key":"egocentric-wearable","href":"/roles/egocentric-wearable","thin":false,"cells":{"group":"Egocentric & Wearable Capture","hhi":6120,"band":"Highly concentrated","lead":"TSMG","leadShare":76.8,"platforms":5}},{"key":"av-drone-operator","href":"/roles/av-drone-operator","thin":false,"cells":{"group":"AV & Drone Operators","hhi":6043,"band":"Highly concentrated","lead":"TSMG","leadShare":77.5,"platforms":23}},{"key":"robot-qa-eval","href":"/roles/robot-qa-eval","thin":false,"cells":{"group":"Robot Task Evaluation & QA","hhi":4545,"band":"Highly concentrated","lead":"Waymo","leadShare":63.6,"platforms":4}},{"key":"demonstration-collection","href":"/roles/demonstration-collection","thin":false,"cells":{"group":"Data & Demonstration Collection","hhi":3479,"band":"Highly concentrated","lead":"TSMG","leadShare":57.1,"platforms":15}},{"key":"fleet-ops","href":"/roles/fleet-ops","thin":false,"cells":{"group":"Robot Fleet Operations","hhi":2913,"band":"Highly concentrated","lead":"Avride","leadShare":40.4,"platforms":14}},{"key":"embodied-annotation","href":"/roles/embodied-annotation","thin":false,"cells":{"group":"Embodied-AI Data Annotation","hhi":2400,"band":"Moderately concentrated","lead":"micro1","leadShare":40,"platforms":6}},{"key":"teleoperation","href":"/roles/teleoperation","thin":false,"cells":{"group":"Robot Teleoperation","hhi":2082,"band":"Moderately concentrated","lead":"TSMG","leadShare":43,"platforms":23}}],"sample":"745 roles open at the end of 9 Oct 2026 on the job boards this site reads, by the employer that lists them.","notes":["HHI: the sum of every employer's squared percentage share of the open roles, 0 (many small employers) to 10,000 (one employer). Read with the US merger-guideline thresholds: under 1,500 unconcentrated, 1,500 to 2,500 moderately, above 2,500 highly concentrated.","Shares are of listings, not of people hired or money paid: an employer posting one role per city or country weighs more here than its hiring may."]},{"id":"top-platforms-by-kind","title":"The three largest employers in each kind of work","question":"Who leads each kind of robot training work, and how far ahead?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"first","label":"First","unit":"text"},{"key":"second","label":"Second","unit":"text"},{"key":"third","label":"Third","unit":"text","secondary":true},{"key":"top3","label":"Top three's share","unit":"percent","bar":true}],"rows":[{"key":"egocentric-wearable","href":"/roles/egocentric-wearable","cells":{"group":"Egocentric & Wearable Capture","first":"TSMG (76.8%)","second":"Claru (12.8%)","third":"micro1 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