{"name":"Robot Training Employers Compared (live data, 12 Sep 2026 to 9 Oct 2026)","question":"How do the robot training employers and programs compare on listings, pay, reach and turnover?","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-employer-scorecard","license":"https://creativecommons.org/licenses/by/4.0/","citation":"RobotTraining.jobs (2026). Robot Training Employers Compared (live data, 12 Sep 2026 to 9 Oct 2026). https://robottraining.jobs/research/robot-training-employer-scorecard (accessed 10 Oct 2026)","frozen_at":null,"report":"robot-training-employer-scorecard","method":1,"edition":null,"window":{"from":"2026-09-12","to":"2026-10-09","days":28},"computedAt":"2026-10-10T21:13:49.521Z","summary":"On 9 Oct 2026, 745 robot training roles were open across the job boards of 60 employers; TSMG listed the most (63.6%) and Aurora Innovation advertised the highest median pay ($35/hr).","stats":[{"id":"platforms","value":"60","label":"employers with open roles","figure":"platform-listings"},{"id":"open-roles","value":"745","label":"open roles on 9 Oct 2026","figure":"platform-listings"},{"id":"top-five-share","value":"76%","label":"of open roles at the five largest employers","figure":"platform-listings"},{"id":"top-median","value":"$35/hr","label":"highest employer median (Aurora Innovation)","figure":"platform-pay"}],"findings":[{"id":"largest-platforms","figure":"platform-listings","text":"TSMG (63.6%), Avride (5.8%) and micro1 (2.7%) listed the most open roles on 9 Oct 2026; the five largest of the 60 employers held 75.8% of all open roles."},{"id":"best-paying-platform","figure":"platform-pay","text":"Of the 6 employers with at least 8 roles stating a rate, Aurora Innovation advertised the highest median, $35/hr, and Claru the lowest, $10/hr."},{"id":"pay-transparency","figure":"platform-pay","text":"2 of 7 employers with at least 10 open roles stated an hourly rate on every one; TSMG stated one on none of its 474 roles."},{"id":"worldwide-platforms","figure":"platform-reach","text":"micro1 opened 30.0% of its roles to applicants anywhere, the most of any employer; Aurora Innovation opened none of its 10 roles, the fewest."}],"figures":[{"id":"platform-listings","title":"Open roles and listing activity by employer","question":"Which employers list the most robot training roles, and which are growing?","columns":[{"key":"group","label":"Employer","unit":"text"},{"key":"open","label":"Open on 9 Oct 2026","unit":"count","bar":true},{"key":"share","label":"Share","unit":"percent"},{"key":"new","label":"New listings","unit":"count","secondary":true},{"key":"removed","label":"Removed","unit":"count","secondary":true},{"key":"change","label":"Change","unit":"count","signed":true,"secondary":true}],"rows":[{"key":"tsmg","href":"/platforms/tsmg","thin":false,"cells":{"group":"TSMG","open":474,"share":63.6,"new":9,"removed":1,"change":"Added in window"}},{"key":"avride","href":"/platforms/avride","thin":false,"cells":{"group":"Avride","open":43,"share":5.8,"new":28,"removed":20,"change":"Added in window"}},{"key":"micro1","href":"/platforms/micro1","thin":false,"cells":{"group":"micro1","open":20,"share":2.7,"new":12,"removed":6,"change":"Added in window"}},{"key":"claru","href":"/platforms/claru","thin":false,"cells":{"group":"Claru","open":16,"share":2.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"gatik","href":"/platforms/gatik","thin":false,"cells":{"group":"Gatik","open":12,"share":1.6,"new":0,"removed":0,"change":"Added in window"}},{"key":"serve-robotics","href":"/platforms/serve-robotics","thin":false,"cells":{"group":"Serve Robotics","open":12,"share":1.6,"new":3,"removed":5,"change":"Added in window"}},{"key":"aurora","href":"/platforms/aurora","thin":false,"cells":{"group":"Aurora Innovation","open":10,"share":1.3,"new":6,"removed":4,"change":"Added in window"}},{"key":"waymo","href":"/platforms/waymo","thin":false,"cells":{"group":"Waymo","open":9,"share":1.2,"new":3,"removed":2,"change":"Added in window"}},{"key":"dyna-robotics","href":"/platforms/dyna-robotics","thin":false,"cells":{"group":"Dyna Robotics","open":8,"share":1.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"figure","href":"/platforms/figure","thin":false,"cells":{"group":"Figure AI","open":8,"share":1.1,"new":1,"removed":9,"change":"Added in window"}},{"key":"waabi","href":"/platforms/waabi","thin":false,"cells":{"group":"Waabi","open":8,"share":1.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"zipline","href":"/platforms/zipline","thin":false,"cells":{"group":"Zipline","open":8,"share":1.1,"new":6,"removed":1,"change":"Added in window"}},{"key":"anduril-industries","href":"/platforms/anduril-industries","thin":false,"cells":{"group":"Anduril Industries","open":7,"share":0.9,"new":7,"removed":3,"change":"Added in window"}},{"key":"isee","href":"/platforms/isee","thin":false,"cells":{"group":"ISEE","open":6,"share":0.8,"new":0,"removed":0,"change":"Added in window"}},{"key":"nuro","href":"/platforms/nuro","thin":false,"cells":{"group":"Nuro","open":6,"share":0.8,"new":2,"removed":6,"change":"Added in window"}},{"key":"saronic","href":"/platforms/saronic","thin":false,"cells":{"group":"Saronic","open":6,"share":0.8,"new":0,"removed":3,"change":"Added in window"}},{"key":"cobot","href":"/platforms/cobot","thin":false,"cells":{"group":"Collaborative Robotics","open":5,"share":0.7,"new":3,"removed":1,"change":"Added in window"}},{"key":"genesis","href":"/platforms/genesis","thin":false,"cells":{"group":"Genesis AI","open":5,"share":0.7,"new":2,"removed":0,"change":"Added in window"}},{"key":"kodiak","href":"/platforms/kodiak","thin":false,"cells":{"group":"Kodiak AI","open":5,"share":0.7,"new":2,"removed":5,"change":"Added in window"}},{"key":"skild-ai","href":"/platforms/skild-ai","thin":false,"cells":{"group":"Skild AI","open":4,"share":0.5,"new":1,"removed":1,"change":"Added in window"}},{"key":"wayve","href":"/platforms/wayve","thin":false,"cells":{"group":"Wayve","open":4,"share":0.5,"new":8,"removed":6,"change":"Added in window"}},{"key":"dexmate","href":"/platforms/dexmate","thin":false,"cells":{"group":"Dexmate","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"fs-studio","href":"/platforms/fs-studio","thin":false,"cells":{"group":"FS Studio","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"nimble-robotics","href":"/platforms/nimble-robotics","thin":false,"cells":{"group":"Nimble Robotics","open":3,"share":0.4,"new":1,"removed":2,"change":"Added in window"}},{"key":"perle","href":"/platforms/perle","thin":false,"cells":{"group":"Perle","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"pyka","href":"/platforms/pyka","thin":false,"cells":{"group":"Pyka","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"sereact","href":"/platforms/sereact","thin":false,"cells":{"group":"Sereact","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"shield-ai","href":"/platforms/shield-ai","thin":false,"cells":{"group":"Shield AI","open":3,"share":0.4,"new":2,"removed":0,"change":"Added in window"}},{"key":"stack-av","href":"/platforms/stack-av","thin":false,"cells":{"group":"Stack AV","open":3,"share":0.4,"new":1,"removed":0,"change":"Added in window"}},{"key":"sunday-robotics","href":"/platforms/sunday-robotics","thin":false,"cells":{"group":"Sunday Robotics","open":3,"share":0.4,"new":0,"removed":0,"change":"Added in window"}},{"key":"1x","href":"/platforms/1x","thin":false,"cells":{"group":"1X Technologies","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"bot-auto","href":"/platforms/bot-auto","thin":false,"cells":{"group":"Bot Auto","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"cota-robotics","href":"/platforms/cota-robotics","thin":false,"cells":{"group":"Cota Robotics","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"humanoid","href":"/platforms/humanoid","thin":false,"cells":{"group":"Humanoid","open":2,"share":0.3,"new":1,"removed":0,"change":"Added in window"}},{"key":"keywords-studios","href":"/platforms/keywords-studios","thin":false,"cells":{"group":"Keywords Studios","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"may-mobility","href":"/platforms/may-mobility","thin":false,"cells":{"group":"May Mobility","open":2,"share":0.3,"new":0,"removed":3,"change":"Added in window"}},{"key":"monumental","href":"/platforms/monumental","thin":false,"cells":{"group":"Monumental","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"neros","href":"/platforms/neros","thin":false,"cells":{"group":"Neros","open":2,"share":0.3,"new":1,"removed":0,"change":"Added in window"}},{"key":"rhoda-ai","href":"/platforms/rhoda-ai","thin":false,"cells":{"group":"Rhoda AI","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"roboforce","href":"/platforms/roboforce","thin":false,"cells":{"group":"RoboForce","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"tutor-intelligence","href":"/platforms/tutor-intelligence","thin":false,"cells":{"group":"Tutor Intelligence","open":2,"share":0.3,"new":0,"removed":0,"change":"Added in window"}},{"key":"vay","href":"/platforms/vay","thin":false,"cells":{"group":"Vay","open":2,"share":0.3,"new":1,"removed":0,"change":"Added in window"}},{"key":"adexis","href":"/platforms/adexis","thin":false,"cells":{"group":"Adexis","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"agility-robotics","href":"/platforms/agility-robotics","thin":false,"cells":{"group":"Agility Robotics","open":1,"share":0.1,"new":0,"removed":3,"change":"Added in window"}},{"key":"allen-control-systems","href":"/platforms/allen-control-systems","thin":false,"cells":{"group":"Allen Control Systems","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"appen","href":"/platforms/appen","thin":false,"cells":{"group":"Appen","open":1,"share":0.1,"new":0,"removed":8,"change":"Added in window"}},{"key":"dexory","href":"/platforms/dexory","thin":false,"cells":{"group":"Dexory","open":1,"share":0.1,"new":1,"removed":1,"change":"Added in window"}},{"key":"generalist-ai","href":"/platforms/generalist-ai","thin":false,"cells":{"group":"Generalist AI","open":1,"share":0.1,"new":0,"removed":2,"change":"Added in window"}},{"key":"havoc-ai","href":"/platforms/havoc-ai","thin":false,"cells":{"group":"Havoc AI","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"maven-robotics","href":"/platforms/maven-robotics","thin":false,"cells":{"group":"Maven Robotics","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"mind-robotics","href":"/platforms/mind-robotics","thin":false,"cells":{"group":"Mind Robotics","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"motional","href":"/platforms/motional","thin":false,"cells":{"group":"Motional","open":1,"share":0.1,"new":2,"removed":5,"change":"Added in window"}},{"key":"physical-intelligence","href":"/platforms/physical-intelligence","thin":false,"cells":{"group":"Physical Intelligence","open":1,"share":0.1,"new":0,"removed":2,"change":"Added in window"}},{"key":"pronto","href":"/platforms/pronto","thin":false,"cells":{"group":"Pronto","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"reliable-robotics","href":"/platforms/reliable-robotics","thin":false,"cells":{"group":"Reliable Robotics","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"sama","href":"/platforms/sama","thin":false,"cells":{"group":"Sama","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"skydio","href":"/platforms/skydio","thin":false,"cells":{"group":"Skydio","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"skyways","href":"/platforms/skyways","thin":false,"cells":{"group":"Skyways","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}},{"key":"torc","href":"/platforms/torc","thin":false,"cells":{"group":"Torc Robotics","open":1,"share":0.1,"new":0,"removed":1,"change":"Added in window"}},{"key":"wing","href":"/platforms/wing","thin":false,"cells":{"group":"Wing","open":1,"share":0.1,"new":0,"removed":0,"change":"Added in window"}}],"sample":"745 roles open at the end of 9 Oct 2026 on the 60 employers whose public job boards RobotTraining.jobs reads daily; listings from 12 Sep 2026 to 9 Oct 2026.","notes":["New listings leave out an employer's first week in this dataset (its back catalogue). Change compares the employer's open roles at the start and the end of the window.","An employer that posts one listing per city or country counts each one: these are listings, not people hired."]},{"id":"platform-pay","title":"Advertised hourly pay by employer","question":"What does each employer advertise it pays, and how often does it say?","columns":[{"key":"group","label":"Employer","unit":"text"},{"key":"median","label":"Median per hour","unit":"usd","bar":true},{"key":"band","label":"Middle half","unit":"text"},{"key":"stated","label":"Roles stating pay","unit":"percent"},{"key":"priced","label":"Priced roles","unit":"count","secondary":true}],"rows":[{"key":"aurora","href":"/platforms/aurora","thin":false,"cells":{"group":"Aurora Innovation","median":35,"band":"$35 to $35","stated":100,"priced":10}},{"key":"figure","href":"/platforms/figure","thin":false,"cells":{"group":"Figure AI","median":30,"band":"$30 to $31","stated":100,"priced":8}},{"key":"dyna-robotics","href":"/platforms/dyna-robotics","thin":false,"cells":{"group":"Dyna Robotics","median":26,"band":"$26 to $30","stated":100,"priced":8}},{"key":"serve-robotics","href":"/platforms/serve-robotics","thin":false,"cells":{"group":"Serve Robotics","median":22,"band":"$22 to $22","stated":100,"priced":12}},{"key":"micro1","href":"/platforms/micro1","thin":false,"cells":{"group":"micro1","median":16,"band":"$13 to $30","stated":50,"priced":10}},{"key":"claru","href":"/platforms/claru","thin":false,"cells":{"group":"Claru","median":10,"band":"$6 to $13","stated":93.8,"priced":15}},{"key":"1x","href":"/platforms/1x","thin":true,"cells":{"group":"1X Technologies","median":null,"band":"n/a","stated":100,"priced":2}},{"key":"adexis","href":"/platforms/adexis","thin":true,"cells":{"group":"Adexis","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"agility-robotics","href":"/platforms/agility-robotics","thin":true,"cells":{"group":"Agility Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"allen-control-systems","href":"/platforms/allen-control-systems","thin":true,"cells":{"group":"Allen Control Systems","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"anduril-industries","href":"/platforms/anduril-industries","thin":true,"cells":{"group":"Anduril Industries","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"appen","href":"/platforms/appen","thin":true,"cells":{"group":"Appen","median":null,"band":"n/a","stated":100,"priced":1}},{"key":"avride","href":"/platforms/avride","thin":true,"cells":{"group":"Avride","median":null,"band":"n/a","stated":2.3,"priced":1}},{"key":"bot-auto","href":"/platforms/bot-auto","thin":true,"cells":{"group":"Bot Auto","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"cobot","href":"/platforms/cobot","thin":true,"cells":{"group":"Collaborative Robotics","median":null,"band":"n/a","stated":100,"priced":5}},{"key":"cota-robotics","href":"/platforms/cota-robotics","thin":true,"cells":{"group":"Cota Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"dexmate","href":"/platforms/dexmate","thin":true,"cells":{"group":"Dexmate","median":null,"band":"n/a","stated":33.3,"priced":1}},{"key":"dexory","href":"/platforms/dexory","thin":true,"cells":{"group":"Dexory","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"fs-studio","href":"/platforms/fs-studio","thin":true,"cells":{"group":"FS Studio","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"gatik","href":"/platforms/gatik","thin":true,"cells":{"group":"Gatik","median":null,"band":"n/a","stated":50,"priced":6}},{"key":"generalist-ai","href":"/platforms/generalist-ai","thin":true,"cells":{"group":"Generalist AI","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"genesis","href":"/platforms/genesis","thin":true,"cells":{"group":"Genesis AI","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"havoc-ai","href":"/platforms/havoc-ai","thin":true,"cells":{"group":"Havoc AI","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"humanoid","href":"/platforms/humanoid","thin":true,"cells":{"group":"Humanoid","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"isee","href":"/platforms/isee","thin":true,"cells":{"group":"ISEE","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"keywords-studios","href":"/platforms/keywords-studios","thin":true,"cells":{"group":"Keywords Studios","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"kodiak","href":"/platforms/kodiak","thin":true,"cells":{"group":"Kodiak AI","median":null,"band":"n/a","stated":100,"priced":5}},{"key":"maven-robotics","href":"/platforms/maven-robotics","thin":true,"cells":{"group":"Maven Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"may-mobility","href":"/platforms/may-mobility","thin":true,"cells":{"group":"May Mobility","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"mind-robotics","href":"/platforms/mind-robotics","thin":true,"cells":{"group":"Mind Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"monumental","href":"/platforms/monumental","thin":true,"cells":{"group":"Monumental","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"motional","href":"/platforms/motional","thin":true,"cells":{"group":"Motional","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"neros","href":"/platforms/neros","thin":true,"cells":{"group":"Neros","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"nimble-robotics","href":"/platforms/nimble-robotics","thin":true,"cells":{"group":"Nimble Robotics","median":null,"band":"n/a","stated":66.7,"priced":2}},{"key":"nuro","href":"/platforms/nuro","thin":true,"cells":{"group":"Nuro","median":null,"band":"n/a","stated":83.3,"priced":5}},{"key":"perle","href":"/platforms/perle","thin":true,"cells":{"group":"Perle","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"physical-intelligence","href":"/platforms/physical-intelligence","thin":true,"cells":{"group":"Physical Intelligence","median":null,"band":"n/a","stated":100,"priced":1}},{"key":"pronto","href":"/platforms/pronto","thin":true,"cells":{"group":"Pronto","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"pyka","href":"/platforms/pyka","thin":true,"cells":{"group":"Pyka","median":null,"band":"n/a","stated":33.3,"priced":1}},{"key":"reliable-robotics","href":"/platforms/reliable-robotics","thin":true,"cells":{"group":"Reliable Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"rhoda-ai","href":"/platforms/rhoda-ai","thin":true,"cells":{"group":"Rhoda AI","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"roboforce","href":"/platforms/roboforce","thin":true,"cells":{"group":"RoboForce","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"sama","href":"/platforms/sama","thin":true,"cells":{"group":"Sama","median":null,"band":"n/a","stated":100,"priced":1}},{"key":"saronic","href":"/platforms/saronic","thin":true,"cells":{"group":"Saronic","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"sereact","href":"/platforms/sereact","thin":true,"cells":{"group":"Sereact","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"shield-ai","href":"/platforms/shield-ai","thin":true,"cells":{"group":"Shield AI","median":null,"band":"n/a","stated":33.3,"priced":1}},{"key":"skild-ai","href":"/platforms/skild-ai","thin":true,"cells":{"group":"Skild AI","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"skydio","href":"/platforms/skydio","thin":true,"cells":{"group":"Skydio","median":null,"band":"n/a","stated":100,"priced":1}},{"key":"skyways","href":"/platforms/skyways","thin":true,"cells":{"group":"Skyways","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"stack-av","href":"/platforms/stack-av","thin":true,"cells":{"group":"Stack AV","median":null,"band":"n/a","stated":100,"priced":3}},{"key":"sunday-robotics","href":"/platforms/sunday-robotics","thin":true,"cells":{"group":"Sunday Robotics","median":null,"band":"n/a","stated":66.7,"priced":2}},{"key":"torc","href":"/platforms/torc","thin":true,"cells":{"group":"Torc Robotics","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"tsmg","href":"/platforms/tsmg","thin":true,"cells":{"group":"TSMG","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"tutor-intelligence","href":"/platforms/tutor-intelligence","thin":true,"cells":{"group":"Tutor Intelligence","median":null,"band":"n/a","stated":100,"priced":2}},{"key":"vay","href":"/platforms/vay","thin":true,"cells":{"group":"Vay","median":null,"band":"n/a","stated":50,"priced":1}},{"key":"waabi","href":"/platforms/waabi","thin":true,"cells":{"group":"Waabi","median":null,"band":"n/a","stated":12.5,"priced":1}},{"key":"waymo","href":"/platforms/waymo","thin":true,"cells":{"group":"Waymo","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"wayve","href":"/platforms/wayve","thin":true,"cells":{"group":"Wayve","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"wing","href":"/platforms/wing","thin":true,"cells":{"group":"Wing","median":null,"band":"n/a","stated":0,"priced":0}},{"key":"zipline","href":"/platforms/zipline","thin":true,"cells":{"group":"Zipline","median":null,"band":"n/a","stated":50,"priced":4}}],"sample":"The 109 roles open on 9 Oct 2026 that state an hourly rate.","notes":["Pay is the hourly figure the posting advertises (the middle of a stated range). The middle half runs from the 25th to the 75th percentile.","A median needs at least 8 roles stating a rate; employers below that are marked as a small sample and show n/a."]},{"id":"platform-reach","title":"Who may apply, by employer","question":"Which employers hire worldwide, and which limit roles to some countries?","columns":[{"key":"group","label":"Employer","unit":"text"},{"key":"global","label":"Open worldwide","unit":"percent","bar":true},{"key":"exclude","label":"Except listed","unit":"percent","secondary":true},{"key":"include","label":"Only listed countries","unit":"percent"},{"key":"unknown","label":"No rule","unit":"percent","secondary":true},{"key":"countries","label":"Countries named","unit":"count","secondary":true}],"rows":[{"key":"micro1","href":"/platforms/micro1","thin":false,"cells":{"group":"micro1","global":30,"exclude":0,"include":70,"unknown":0,"countries":197}},{"key":"1x","href":"/platforms/1x","thin":true,"cells":{"group":"1X Technologies","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"adexis","href":"/platforms/adexis","thin":true,"cells":{"group":"Adexis","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"agility-robotics","href":"/platforms/agility-robotics","thin":true,"cells":{"group":"Agility Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"allen-control-systems","href":"/platforms/allen-control-systems","thin":true,"cells":{"group":"Allen Control Systems","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"anduril-industries","href":"/platforms/anduril-industries","thin":true,"cells":{"group":"Anduril Industries","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"appen","href":"/platforms/appen","thin":true,"cells":{"group":"Appen","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"aurora","href":"/platforms/aurora","thin":false,"cells":{"group":"Aurora Innovation","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"avride","href":"/platforms/avride","thin":false,"cells":{"group":"Avride","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"bot-auto","href":"/platforms/bot-auto","thin":true,"cells":{"group":"Bot Auto","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"claru","href":"/platforms/claru","thin":false,"cells":{"group":"Claru","global":0,"exclude":0,"include":100,"unknown":0,"countries":12}},{"key":"cobot","href":"/platforms/cobot","thin":true,"cells":{"group":"Collaborative Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"cota-robotics","href":"/platforms/cota-robotics","thin":true,"cells":{"group":"Cota Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"dexmate","href":"/platforms/dexmate","thin":true,"cells":{"group":"Dexmate","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"dexory","href":"/platforms/dexory","thin":true,"cells":{"group":"Dexory","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"dyna-robotics","href":"/platforms/dyna-robotics","thin":true,"cells":{"group":"Dyna Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"figure","href":"/platforms/figure","thin":true,"cells":{"group":"Figure AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"fs-studio","href":"/platforms/fs-studio","thin":true,"cells":{"group":"FS Studio","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"gatik","href":"/platforms/gatik","thin":false,"cells":{"group":"Gatik","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"generalist-ai","href":"/platforms/generalist-ai","thin":true,"cells":{"group":"Generalist AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"genesis","href":"/platforms/genesis","thin":true,"cells":{"group":"Genesis AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":3}},{"key":"havoc-ai","href":"/platforms/havoc-ai","thin":true,"cells":{"group":"Havoc AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"humanoid","href":"/platforms/humanoid","thin":true,"cells":{"group":"Humanoid","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"isee","href":"/platforms/isee","thin":true,"cells":{"group":"ISEE","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"keywords-studios","href":"/platforms/keywords-studios","thin":true,"cells":{"group":"Keywords Studios","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"kodiak","href":"/platforms/kodiak","thin":true,"cells":{"group":"Kodiak AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"maven-robotics","href":"/platforms/maven-robotics","thin":true,"cells":{"group":"Maven Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"may-mobility","href":"/platforms/may-mobility","thin":true,"cells":{"group":"May Mobility","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"mind-robotics","href":"/platforms/mind-robotics","thin":true,"cells":{"group":"Mind Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"monumental","href":"/platforms/monumental","thin":true,"cells":{"group":"Monumental","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"motional","href":"/platforms/motional","thin":true,"cells":{"group":"Motional","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"neros","href":"/platforms/neros","thin":true,"cells":{"group":"Neros","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"nimble-robotics","href":"/platforms/nimble-robotics","thin":true,"cells":{"group":"Nimble Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"nuro","href":"/platforms/nuro","thin":true,"cells":{"group":"Nuro","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"perle","href":"/platforms/perle","thin":true,"cells":{"group":"Perle","global":0,"exclude":0,"include":100,"unknown":0,"countries":9}},{"key":"physical-intelligence","href":"/platforms/physical-intelligence","thin":true,"cells":{"group":"Physical Intelligence","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"pronto","href":"/platforms/pronto","thin":true,"cells":{"group":"Pronto","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"pyka","href":"/platforms/pyka","thin":true,"cells":{"group":"Pyka","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"reliable-robotics","href":"/platforms/reliable-robotics","thin":true,"cells":{"group":"Reliable Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"rhoda-ai","href":"/platforms/rhoda-ai","thin":true,"cells":{"group":"Rhoda AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"roboforce","href":"/platforms/roboforce","thin":true,"cells":{"group":"RoboForce","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"sama","href":"/platforms/sama","thin":true,"cells":{"group":"Sama","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"saronic","href":"/platforms/saronic","thin":true,"cells":{"group":"Saronic","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"sereact","href":"/platforms/sereact","thin":true,"cells":{"group":"Sereact","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"serve-robotics","href":"/platforms/serve-robotics","thin":false,"cells":{"group":"Serve Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"shield-ai","href":"/platforms/shield-ai","thin":true,"cells":{"group":"Shield AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"skild-ai","href":"/platforms/skild-ai","thin":true,"cells":{"group":"Skild AI","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"skydio","href":"/platforms/skydio","thin":true,"cells":{"group":"Skydio","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"skyways","href":"/platforms/skyways","thin":true,"cells":{"group":"Skyways","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"stack-av","href":"/platforms/stack-av","thin":true,"cells":{"group":"Stack AV","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"sunday-robotics","href":"/platforms/sunday-robotics","thin":true,"cells":{"group":"Sunday Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"torc","href":"/platforms/torc","thin":true,"cells":{"group":"Torc Robotics","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"tsmg","href":"/platforms/tsmg","thin":false,"cells":{"group":"TSMG","global":0,"exclude":0,"include":100,"unknown":0,"countries":49}},{"key":"tutor-intelligence","href":"/platforms/tutor-intelligence","thin":true,"cells":{"group":"Tutor Intelligence","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"vay","href":"/platforms/vay","thin":true,"cells":{"group":"Vay","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"waabi","href":"/platforms/waabi","thin":true,"cells":{"group":"Waabi","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"waymo","href":"/platforms/waymo","thin":true,"cells":{"group":"Waymo","global":0,"exclude":0,"include":100,"unknown":0,"countries":3}},{"key":"wayve","href":"/platforms/wayve","thin":true,"cells":{"group":"Wayve","global":0,"exclude":0,"include":100,"unknown":0,"countries":2}},{"key":"wing","href":"/platforms/wing","thin":true,"cells":{"group":"Wing","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}},{"key":"zipline","href":"/platforms/zipline","thin":true,"cells":{"group":"Zipline","global":0,"exclude":0,"include":100,"unknown":0,"countries":1}}],"sample":"745 roles open on 9 Oct 2026; shares of each employer's own open roles.","notes":["The rule is read from each posting's location text. Countries named: distinct countries in the employer's include and exclude lists."]},{"id":"platform-turnover","title":"How long roles stay listed, by employer","question":"Which employers fill or pull their roles fastest?","columns":[{"key":"group","label":"Employer","unit":"text"},{"key":"days","label":"Median days listed","unit":"decimal","decimals":1,"bar":true},{"key":"removed","label":"Removed roles measured","unit":"count","secondary":true},{"key":"fresh","label":"Open roles listed in the last 30 days","unit":"percent"}],"rows":[{"key":"avride","href":"/platforms/avride","thin":false,"cells":{"group":"Avride","days":15.3,"removed":20,"fresh":69.8}},{"key":"1x","href":"/platforms/1x","thin":true,"cells":{"group":"1X Technologies","days":null,"removed":0,"fresh":50}},{"key":"adexis","href":"/platforms/adexis","thin":true,"cells":{"group":"Adexis","days":null,"removed":0,"fresh":0}},{"key":"agility-robotics","href":"/platforms/agility-robotics","thin":true,"cells":{"group":"Agility Robotics","days":null,"removed":3,"fresh":0}},{"key":"allen-control-systems","href":"/platforms/allen-control-systems","thin":true,"cells":{"group":"Allen Control Systems","days":null,"removed":0,"fresh":0}},{"key":"anduril-industries","href":"/platforms/anduril-industries","thin":true,"cells":{"group":"Anduril Industries","days":null,"removed":3,"fresh":57.1}},{"key":"appen","href":"/platforms/appen","thin":true,"cells":{"group":"Appen","days":null,"removed":8,"fresh":0}},{"key":"aurora","href":"/platforms/aurora","thin":true,"cells":{"group":"Aurora Innovation","days":null,"removed":4,"fresh":40}},{"key":"bot-auto","href":"/platforms/bot-auto","thin":true,"cells":{"group":"Bot Auto","days":null,"removed":0,"fresh":0}},{"key":"claru","href":"/platforms/claru","thin":true,"cells":{"group":"Claru","days":null,"removed":0,"fresh":0}},{"key":"cobot","href":"/platforms/cobot","thin":true,"cells":{"group":"Collaborative Robotics","days":null,"removed":1,"fresh":80}},{"key":"cota-robotics","href":"/platforms/cota-robotics","thin":true,"cells":{"group":"Cota Robotics","days":null,"removed":0,"fresh":100}},{"key":"dexmate","href":"/platforms/dexmate","thin":true,"cells":{"group":"Dexmate","days":null,"removed":0,"fresh":33.3}},{"key":"dexory","href":"/platforms/dexory","thin":true,"cells":{"group":"Dexory","days":null,"removed":1,"fresh":0}},{"key":"dyna-robotics","href":"/platforms/dyna-robotics","thin":true,"cells":{"group":"Dyna Robotics","days":null,"removed":0,"fresh":0}},{"key":"figure","href":"/platforms/figure","thin":true,"cells":{"group":"Figure AI","days":null,"removed":9,"fresh":0}},{"key":"fs-studio","href":"/platforms/fs-studio","thin":true,"cells":{"group":"FS Studio","days":null,"removed":0,"fresh":0}},{"key":"gatik","href":"/platforms/gatik","thin":true,"cells":{"group":"Gatik","days":null,"removed":0,"fresh":8.3}},{"key":"generalist-ai","href":"/platforms/generalist-ai","thin":true,"cells":{"group":"Generalist AI","days":null,"removed":2,"fresh":0}},{"key":"genesis","href":"/platforms/genesis","thin":true,"cells":{"group":"Genesis AI","days":null,"removed":0,"fresh":40}},{"key":"havoc-ai","href":"/platforms/havoc-ai","thin":true,"cells":{"group":"Havoc AI","days":null,"removed":0,"fresh":0}},{"key":"humanoid","href":"/platforms/humanoid","thin":true,"cells":{"group":"Humanoid","days":null,"removed":0,"fresh":50}},{"key":"isee","href":"/platforms/isee","thin":true,"cells":{"group":"ISEE","days":null,"removed":0,"fresh":0}},{"key":"keywords-studios","href":"/platforms/keywords-studios","thin":true,"cells":{"group":"Keywords Studios","days":null,"removed":0,"fresh":100}},{"key":"kodiak","href":"/platforms/kodiak","thin":true,"cells":{"group":"Kodiak AI","days":null,"removed":5,"fresh":20}},{"key":"maven-robotics","href":"/platforms/maven-robotics","thin":true,"cells":{"group":"Maven Robotics","days":null,"removed":0,"fresh":0}},{"key":"may-mobility","href":"/platforms/may-mobility","thin":true,"cells":{"group":"May Mobility","days":null,"removed":3,"fresh":0}},{"key":"micro1","href":"/platforms/micro1","thin":true,"cells":{"group":"micro1","days":null,"removed":0,"fresh":60}},{"key":"mind-robotics","href":"/platforms/mind-robotics","thin":true,"cells":{"group":"Mind Robotics","days":null,"removed":0,"fresh":100}},{"key":"monumental","href":"/platforms/monumental","thin":true,"cells":{"group":"Monumental","days":null,"removed":0,"fresh":0}},{"key":"motional","href":"/platforms/motional","thin":true,"cells":{"group":"Motional","days":null,"removed":5,"fresh":100}},{"key":"neros","href":"/platforms/neros","thin":true,"cells":{"group":"Neros","days":null,"removed":0,"fresh":0}},{"key":"nimble-robotics","href":"/platforms/nimble-robotics","thin":true,"cells":{"group":"Nimble Robotics","days":null,"removed":2,"fresh":33.3}},{"key":"nuro","href":"/platforms/nuro","thin":true,"cells":{"group":"Nuro","days":null,"removed":6,"fresh":16.7}},{"key":"perle","href":"/platforms/perle","thin":true,"cells":{"group":"Perle","days":null,"removed":0,"fresh":0}},{"key":"physical-intelligence","href":"/platforms/physical-intelligence","thin":true,"cells":{"group":"Physical Intelligence","days":null,"removed":2,"fresh":0}},{"key":"pronto","href":"/platforms/pronto","thin":true,"cells":{"group":"Pronto","days":null,"removed":0,"fresh":0}},{"key":"pyka","href":"/platforms/pyka","thin":true,"cells":{"group":"Pyka","days":null,"removed":0,"fresh":0}},{"key":"reliable-robotics","href":"/platforms/reliable-robotics","thin":true,"cells":{"group":"Reliable Robotics","days":null,"removed":0,"fresh":0}},{"key":"rhoda-ai","href":"/platforms/rhoda-ai","thin":true,"cells":{"group":"Rhoda AI","days":null,"removed":0,"fresh":0}},{"key":"roboforce","href":"/platforms/roboforce","thin":true,"cells":{"group":"RoboForce","days":null,"removed":0,"fresh":0}},{"key":"sama","href":"/platforms/sama","thin":true,"cells":{"group":"Sama","days":null,"removed":0,"fresh":0}},{"key":"saronic","href":"/platforms/saronic","thin":true,"cells":{"group":"Saronic","days":null,"removed":3,"fresh":0}},{"key":"sereact","href":"/platforms/sereact","thin":true,"cells":{"group":"Sereact","days":null,"removed":0,"fresh":0}},{"key":"serve-robotics","href":"/platforms/serve-robotics","thin":true,"cells":{"group":"Serve Robotics","days":null,"removed":5,"fresh":33.3}},{"key":"shield-ai","href":"/platforms/shield-ai","thin":true,"cells":{"group":"Shield AI","days":null,"removed":0,"fresh":33.3}},{"key":"skild-ai","href":"/platforms/skild-ai","thin":true,"cells":{"group":"Skild AI","days":null,"removed":1,"fresh":0}},{"key":"skydio","href":"/platforms/skydio","thin":true,"cells":{"group":"Skydio","days":null,"removed":0,"fresh":0}},{"key":"skyways","href":"/platforms/skyways","thin":true,"cells":{"group":"Skyways","days":null,"removed":0,"fresh":0}},{"key":"stack-av","href":"/platforms/stack-av","thin":true,"cells":{"group":"Stack AV","days":null,"removed":0,"fresh":33.3}},{"key":"sunday-robotics","href":"/platforms/sunday-robotics","thin":true,"cells":{"group":"Sunday Robotics","days":null,"removed":0,"fresh":0}},{"key":"torc","href":"/platforms/torc","thin":true,"cells":{"group":"Torc Robotics","days":null,"removed":1,"fresh":0}},{"key":"tsmg","href":"/platforms/tsmg","thin":true,"cells":{"group":"TSMG","days":null,"removed":1,"fresh":1.9}},{"key":"tutor-intelligence","href":"/platforms/tutor-intelligence","thin":true,"cells":{"group":"Tutor Intelligence","days":null,"removed":0,"fresh":0}},{"key":"vay","href":"/platforms/vay","thin":true,"cells":{"group":"Vay","days":null,"removed":0,"fresh":100}},{"key":"waabi","href":"/platforms/waabi","thin":true,"cells":{"group":"Waabi","days":null,"removed":0,"fresh":0}},{"key":"waymo","href":"/platforms/waymo","thin":true,"cells":{"group":"Waymo","days":null,"removed":2,"fresh":22.2}},{"key":"wayve","href":"/platforms/wayve","thin":true,"cells":{"group":"Wayve","days":null,"removed":6,"fresh":100}},{"key":"wing","href":"/platforms/wing","thin":true,"cells":{"group":"Wing","days":null,"removed":0,"fresh":0}},{"key":"zipline","href":"/platforms/zipline","thin":true,"cells":{"group":"Zipline","days":null,"removed":1,"fresh":12.5}}],"sample":"Roles removed from 12 Sep 2026 to 9 Oct 2026 with a known listing date, and roles open on 9 Oct 2026.","notes":["Days listed: from the listing date the job board states (or the first day the role appeared in the feed) to the last day it was seen.","A median needs at least 10 removed roles."]},{"id":"platform-work-mix","title":"What each employer hires for","question":"Which kind of robot training work does each employer list most?","columns":[{"key":"group","label":"Employer","unit":"text"},{"key":"kind","label":"Main kind of work","unit":"text"},{"key":"kindShare","label":"Its share","unit":"percent","bar":true},{"key":"kinds","label":"Kinds of work listed","unit":"count","secondary":true}],"rows":[{"key":"tsmg","href":"/platforms/tsmg","thin":false,"cells":{"group":"TSMG","kind":"AV & Drone Operators","kindShare":57.4,"kinds":5}},{"key":"avride","href":"/platforms/avride","thin":false,"cells":{"group":"Avride","kind":"Robot Fleet Operations","kindShare":93,"kinds":4}},{"key":"micro1","href":"/platforms/micro1","thin":false,"cells":{"group":"micro1","kind":"Egocentric & Wearable Capture","kindShare":45,"kinds":4}},{"key":"claru","href":"/platforms/claru","thin":false,"cells":{"group":"Claru","kind":"Egocentric & Wearable Capture","kindShare":100,"kinds":1}},{"key":"gatik","href":"/platforms/gatik","thin":false,"cells":{"group":"Gatik","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"serve-robotics","href":"/platforms/serve-robotics","thin":false,"cells":{"group":"Serve Robotics","kind":"Robot Fleet Operations","kindShare":100,"kinds":1}},{"key":"aurora","href":"/platforms/aurora","thin":false,"cells":{"group":"Aurora Innovation","kind":"AV & Drone Operators","kindShare":90,"kinds":2}},{"key":"waymo","href":"/platforms/waymo","thin":false,"cells":{"group":"Waymo","kind":"Robot Task Evaluation & QA","kindShare":77.8,"kinds":2}},{"key":"dyna-robotics","href":"/platforms/dyna-robotics","thin":false,"cells":{"group":"Dyna Robotics","kind":"Robot Teleoperation","kindShare":75,"kinds":3}},{"key":"figure","href":"/platforms/figure","thin":false,"cells":{"group":"Figure AI","kind":"Robot Teleoperation","kindShare":87.5,"kinds":2}},{"key":"waabi","href":"/platforms/waabi","thin":false,"cells":{"group":"Waabi","kind":"AV & Drone Operators","kindShare":62.5,"kinds":3}},{"key":"zipline","href":"/platforms/zipline","thin":false,"cells":{"group":"Zipline","kind":"AV & Drone Operators","kindShare":75,"kinds":2}},{"key":"anduril-industries","href":"/platforms/anduril-industries","thin":false,"cells":{"group":"Anduril Industries","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"isee","href":"/platforms/isee","thin":false,"cells":{"group":"ISEE","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"nuro","href":"/platforms/nuro","thin":false,"cells":{"group":"Nuro","kind":"AV & Drone Operators","kindShare":83.3,"kinds":2}},{"key":"saronic","href":"/platforms/saronic","thin":false,"cells":{"group":"Saronic","kind":"Robot Teleoperation","kindShare":83.3,"kinds":2}},{"key":"cobot","href":"/platforms/cobot","thin":false,"cells":{"group":"Collaborative Robotics","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"genesis","href":"/platforms/genesis","thin":false,"cells":{"group":"Genesis AI","kind":"Data & Demonstration Collection","kindShare":40,"kinds":3}},{"key":"kodiak","href":"/platforms/kodiak","thin":false,"cells":{"group":"Kodiak AI","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"skild-ai","href":"/platforms/skild-ai","thin":false,"cells":{"group":"Skild AI","kind":"Robot Teleoperation","kindShare":75,"kinds":2}},{"key":"wayve","href":"/platforms/wayve","thin":false,"cells":{"group":"Wayve","kind":"AV & Drone Operators","kindShare":75,"kinds":2}},{"key":"dexmate","href":"/platforms/dexmate","thin":false,"cells":{"group":"Dexmate","kind":"Data & Demonstration Collection","kindShare":66.7,"kinds":2}},{"key":"fs-studio","href":"/platforms/fs-studio","thin":false,"cells":{"group":"FS Studio","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"nimble-robotics","href":"/platforms/nimble-robotics","thin":false,"cells":{"group":"Nimble Robotics","kind":"Robot Fleet Operations","kindShare":66.7,"kinds":2}},{"key":"perle","href":"/platforms/perle","thin":false,"cells":{"group":"Perle","kind":"Egocentric & Wearable Capture","kindShare":100,"kinds":1}},{"key":"pyka","href":"/platforms/pyka","thin":false,"cells":{"group":"Pyka","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"sereact","href":"/platforms/sereact","thin":false,"cells":{"group":"Sereact","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"shield-ai","href":"/platforms/shield-ai","thin":false,"cells":{"group":"Shield AI","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"stack-av","href":"/platforms/stack-av","thin":false,"cells":{"group":"Stack AV","kind":"Robot Fleet Operations","kindShare":100,"kinds":1}},{"key":"sunday-robotics","href":"/platforms/sunday-robotics","thin":false,"cells":{"group":"Sunday Robotics","kind":"Data & Demonstration Collection","kindShare":66.7,"kinds":2}},{"key":"1x","href":"/platforms/1x","thin":false,"cells":{"group":"1X Technologies","kind":"Data & Demonstration Collection","kindShare":50,"kinds":2}},{"key":"bot-auto","href":"/platforms/bot-auto","thin":false,"cells":{"group":"Bot Auto","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"cota-robotics","href":"/platforms/cota-robotics","thin":false,"cells":{"group":"Cota Robotics","kind":"Robot Fleet Operations","kindShare":50,"kinds":2}},{"key":"humanoid","href":"/platforms/humanoid","thin":false,"cells":{"group":"Humanoid","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"keywords-studios","href":"/platforms/keywords-studios","thin":false,"cells":{"group":"Keywords Studios","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"may-mobility","href":"/platforms/may-mobility","thin":false,"cells":{"group":"May Mobility","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"monumental","href":"/platforms/monumental","thin":false,"cells":{"group":"Monumental","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"neros","href":"/platforms/neros","thin":false,"cells":{"group":"Neros","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"rhoda-ai","href":"/platforms/rhoda-ai","thin":false,"cells":{"group":"Rhoda AI","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"roboforce","href":"/platforms/roboforce","thin":false,"cells":{"group":"RoboForce","kind":"Data & Demonstration Collection","kindShare":50,"kinds":2}},{"key":"tutor-intelligence","href":"/platforms/tutor-intelligence","thin":false,"cells":{"group":"Tutor Intelligence","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"vay","href":"/platforms/vay","thin":false,"cells":{"group":"Vay","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"adexis","href":"/platforms/adexis","thin":false,"cells":{"group":"Adexis","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"agility-robotics","href":"/platforms/agility-robotics","thin":false,"cells":{"group":"Agility Robotics","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"allen-control-systems","href":"/platforms/allen-control-systems","thin":false,"cells":{"group":"Allen Control Systems","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"appen","href":"/platforms/appen","thin":false,"cells":{"group":"Appen","kind":"Egocentric & Wearable Capture","kindShare":100,"kinds":1}},{"key":"dexory","href":"/platforms/dexory","thin":false,"cells":{"group":"Dexory","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"generalist-ai","href":"/platforms/generalist-ai","thin":false,"cells":{"group":"Generalist AI","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"havoc-ai","href":"/platforms/havoc-ai","thin":false,"cells":{"group":"Havoc AI","kind":"Robot Fleet Operations","kindShare":100,"kinds":1}},{"key":"maven-robotics","href":"/platforms/maven-robotics","thin":false,"cells":{"group":"Maven Robotics","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"mind-robotics","href":"/platforms/mind-robotics","thin":false,"cells":{"group":"Mind Robotics","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"motional","href":"/platforms/motional","thin":false,"cells":{"group":"Motional","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"physical-intelligence","href":"/platforms/physical-intelligence","thin":false,"cells":{"group":"Physical Intelligence","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"pronto","href":"/platforms/pronto","thin":false,"cells":{"group":"Pronto","kind":"Robot Teleoperation","kindShare":100,"kinds":1}},{"key":"reliable-robotics","href":"/platforms/reliable-robotics","thin":false,"cells":{"group":"Reliable Robotics","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"sama","href":"/platforms/sama","thin":false,"cells":{"group":"Sama","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"skydio","href":"/platforms/skydio","thin":false,"cells":{"group":"Skydio","kind":"Data & Demonstration Collection","kindShare":100,"kinds":1}},{"key":"skyways","href":"/platforms/skyways","thin":false,"cells":{"group":"Skyways","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"torc","href":"/platforms/torc","thin":false,"cells":{"group":"Torc Robotics","kind":"AV & Drone Operators","kindShare":100,"kinds":1}},{"key":"wing","href":"/platforms/wing","thin":false,"cells":{"group":"Wing","kind":"AV & Drone Operators","kindShare":100,"kinds":1}}],"sample":"745 roles open on 9 Oct 2026, by the kind of work each is classified as.","notes":["Kinds of work are this site's seven categories of robot training work, each classified from the role's title and description."]}]}