{"name":"Avride Hiring Data (live data, 12 Sep 2026 to 9 Oct 2026)","question":"How many roles does Avride list, in what kinds of work, at what pay and open to whom?","source":"The public job boards of the robot training employers and programs this site tracks, read every day. Avride's figures come from its own public listings only; full descriptions and application forms are read where its job board publishes them.","publisher":"RobotTraining.jobs","url":"https://robottraining.jobs/research/avride-hiring-data","license":"https://creativecommons.org/licenses/by/4.0/","citation":"RobotTraining.jobs (2026). Avride Hiring Data (live data, 12 Sep 2026 to 9 Oct 2026). https://robottraining.jobs/research/avride-hiring-data (accessed 10 Oct 2026)","frozen_at":null,"report":"avride-hiring-data","method":1,"edition":null,"window":{"from":"2026-09-12","to":"2026-10-09","days":28},"computedAt":"2026-10-10T22:21:02.974Z","summary":"On 9 Oct 2026, Avride listed 43 open robot training roles (5.8% of the market, the 2nd largest of 60 employers), 93.0% of them in Robot Fleet Operations; 2.3% stated an hourly rate, too few for a median, and all accepted applicants only from listed countries, most often the United States.","stats":[{"id":"open-roles","value":"43","label":"open roles on 9 Oct 2026, 5.8% of the market","figure":"compared-with-market"},{"id":"stated-pay","value":"2%","label":"of its open roles state an hourly rate","figure":"pay-against-market"},{"id":"location-rule","value":"100%","label":"of its open roles accept applicants only from listed countries","figure":"location-rules"},{"id":"main-kind","value":"93%","label":"of its open roles in Robot Fleet Operations","figure":"kinds-of-work"}],"findings":[{"id":"size","figure":"compared-with-market","text":"Avride listed 43 open roles on 9 Oct 2026, 5.8% of the 745 open across the 60 employers RobotTraining.jobs reads, the 2nd most."},{"id":"trend","figure":"open-roles-by-week","text":"Counted at the end of each week, Avride went from 35 open roles on 20 Sep 2026 to 38 on 4 Oct 2026 (+8.6%)."},{"id":"main-kind","figure":"kinds-of-work","text":"93.0% of its open roles are in Robot Fleet Operations, where Avride holds 40.4% of all open roles, more than any other employer; it lists 4 of the 7 kinds of work with open roles."},{"id":"pay-level","figure":"pay-against-market","text":"2.3% of its open roles state an hourly rate, too few for a median (it needs 8)."},{"id":"access","figure":"location-rules","text":"None of its 43 open roles are open to applicants in any country (0.9% on other employers); all are limited to listed countries, most often the United States (named by all 43)."},{"id":"turnover","figure":"listing-flow","text":"From 12 Sep 2026 to 9 Oct 2026, Avride posted 28 new listings and removed 20 (listed a median of 15.3 days before removal, against 40.7 days on other employers); it was first tracked on 12 Sep 2026."},{"id":"application","figure":"application-form","text":"An application form at Avride has a median of 16 fields (15 on other employers' forms); 74.4% of its 43 forms require a resume, 97.7% ask for a LinkedIn profile and all add questions of their own."},{"id":"title-word","figure":"title-words","text":"The title word Avride uses most is \"Technician\" (93.0% of its open roles), against 3.7% of other employers' open roles."}],"figures":[{"id":"compared-with-market","title":"Avride against the other employers","question":"How does Avride compare with the rest of the market on size, pay, reach and turnover?","columns":[{"key":"group","label":"Measure","unit":"text"},{"key":"platform","label":"Avride","unit":"text"},{"key":"others","label":"Other employers","unit":"text"},{"key":"rank","label":"Its rank (1 = highest)","unit":"text"}],"rows":[{"key":"open","cells":{"group":"Open roles on 9 Oct 2026","platform":"43","others":"702","rank":"2nd of 60"}},{"key":"market-share","cells":{"group":"Share of all open roles","platform":"5.8%","others":"94.2%","rank":"2nd of 60"}},{"key":"new","cells":{"group":"New listings in the window","platform":"28","others":"75","rank":"1st of 60"}},{"key":"kinds","cells":{"group":"Kinds of work listed","platform":"4","others":"7","rank":"joint 2nd of 60"}},{"key":"stated","thin":false,"cells":{"group":"Open roles stating an hourly rate","platform":"2.3%","others":"15.4%","rank":"6th of 7"}},{"key":"median-pay","thin":true,"cells":{"group":"Median advertised pay","platform":"n/a","others":"$26/hr","rank":"n/a"}},{"key":"worldwide","thin":false,"cells":{"group":"Open roles accepting any country","platform":"0.0%","others":"0.9%","rank":"joint 2nd of 7"}},{"key":"days-listed","thin":false,"cells":{"group":"Median days listed, removed roles","platform":"15.3 days","others":"40.7 days","rank":"1st of 1"}}],"sample":"43 roles Avride listed open at the end of 9 Oct 2026, beside the 702 open on the other 59 employers RobotTraining.jobs reads; listings from 12 Sep 2026 to 9 Oct 2026.","notes":["Other employers: every other employer read over the same window, pooled (counts are summed, medians are taken over all their roles together).","Rank among the 60 employers with open roles; shares need at least 10 open roles, a pay median 8 roles stating a rate and days listed 10 removed roles with a known listing date, so an employer below a threshold is not ranked on it. Days listed rank longest first.","Listings only: what the employer's public job board shows."]},{"id":"open-roles-by-week","title":"Open roles at Avride, week by week","question":"Is Avride listing more robot training roles or fewer?","series":true,"columns":[{"key":"week","label":"Week","unit":"text"},{"key":"open","label":"Open at the end of the week","unit":"count","bar":true},{"key":"new","label":"New listings","unit":"count"},{"key":"removed","label":"Removed","unit":"count","secondary":true}],"rows":[{"key":"2026-09-14","axis":"14 Sep","thin":false,"cells":{"week":"14 to 20 Sep","open":35,"new":0,"removed":0}},{"key":"2026-09-21","axis":"21 Sep","thin":false,"cells":{"week":"21 to 27 Sep","open":23,"new":6,"removed":18}},{"key":"2026-09-28","axis":"28 Sep","thin":false,"cells":{"week":"28 Sep to 4 Oct","open":38,"new":17,"removed":2}}],"sample":"Listings by Avride, by ISO week (Monday to Sunday, UTC), 14 Sep 2026 to 4 Oct 2026; 3 weeks tracked.","notes":["Open roles are counted at the end of each week (Sunday, UTC), or at the end of the window for a week it cuts. New listings leave out roles that came with the employer's back catalogue."]},{"id":"kinds-of-work","title":"What Avride hires for","question":"Which kinds of robot training work does Avride list, and how much of each market does it hold?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"open","label":"Open roles","unit":"count","bar":true},{"key":"share","label":"Share of its roles","unit":"percent"},{"key":"marketShare","label":"Its share of the kind's open roles","unit":"percent"},{"key":"rank","label":"Its rank in the kind","unit":"text","secondary":true},{"key":"median","label":"Its median per hour","unit":"usd","secondary":true}],"rows":[{"key":"fleet-ops","href":"/roles/fleet-ops","thin":false,"cells":{"group":"Robot Fleet Operations","open":40,"share":93,"marketShare":40.4,"rank":"1st of 14","median":null}},{"key":"av-drone-operator","href":"/roles/av-drone-operator","thin":true,"cells":{"group":"AV & Drone Operators","open":1,"share":2.3,"marketShare":0.3,"rank":"joint 17th of 23","median":null}},{"key":"robot-qa-eval","href":"/roles/robot-qa-eval","thin":true,"cells":{"group":"Robot Task Evaluation & QA","open":1,"share":2.3,"marketShare":9.1,"rank":"joint 3rd of 4","median":null}},{"key":"teleoperation","href":"/roles/teleoperation","thin":true,"cells":{"group":"Robot Teleoperation","open":1,"share":2.3,"marketShare":1.2,"rank":"joint 14th of 23","median":null}}],"sample":"43 roles Avride listed open at the end of 9 Oct 2026; market shares are of the 745 roles open on all 60 employers that day.","notes":["Kinds of work are this site's seven categories of robot training work, each role classified from its title and description.","Its rank in the kind is among the employers with open roles in it. A median needs at least 8 roles stating an hourly rate."]},{"id":"pay-against-market","title":"What Avride advertises it pays","question":"How often does Avride state its pay, and how does it compare with other employers for the same work?","columns":[{"key":"group","label":"Roles","unit":"text"},{"key":"stated","label":"Stating an hourly rate","unit":"percent"},{"key":"median","label":"Its median per hour","unit":"usd","bar":true},{"key":"band","label":"Its middle half","unit":"text","secondary":true},{"key":"others","label":"Other employers' median","unit":"usd"},{"key":"gap","label":"Its median against theirs","unit":"percent","signed":true},{"key":"priced","label":"Its roles stating a rate","unit":"count","secondary":true}],"rows":[{"key":"all","thin":true,"cells":{"group":"All its open roles","stated":2.3,"median":null,"band":null,"others":26,"gap":null,"priced":1}},{"key":"fleet-ops","href":"/roles/fleet-ops","thin":true,"cells":{"group":"Robot Fleet Operations","stated":0,"median":null,"band":null,"others":22,"gap":null,"priced":0}},{"key":"av-drone-operator","href":"/roles/av-drone-operator","thin":true,"cells":{"group":"AV & Drone Operators","stated":100,"median":null,"band":null,"others":35,"gap":null,"priced":1}},{"key":"robot-qa-eval","href":"/roles/robot-qa-eval","thin":true,"cells":{"group":"Robot Task Evaluation & QA","stated":0,"median":null,"band":null,"others":null,"gap":null,"priced":0}},{"key":"teleoperation","href":"/roles/teleoperation","thin":true,"cells":{"group":"Robot Teleoperation","stated":0,"median":null,"band":null,"others":27,"gap":null,"priced":0}}],"sample":"1 of the 43 roles Avride listed open on 9 Oct 2026 state an hourly rate; other employers: 108 of 702.","notes":["Pay is the hourly figure a 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, on each side for a comparison. The row compared within the same kinds of work averages the kinds where both sides have enough, weighted by the employer's priced roles in each, so an employer listing better-paid work is not read as paying more for the same work."]},{"id":"location-rules","title":"Who may apply to roles at Avride","question":"Are the roles Avride lists open to applicants anywhere, or limited to some countries?","columns":[{"key":"group","label":"Location rule","unit":"text"},{"key":"roles","label":"Its open roles","unit":"count"},{"key":"share","label":"Share of its roles","unit":"percent","bar":true},{"key":"others","label":"Share on other employers","unit":"percent"}],"rows":[{"key":"global","cells":{"group":"Open worldwide","roles":0,"share":0,"others":0.9}},{"key":"exclude","cells":{"group":"Worldwide except listed countries","roles":0,"share":0,"others":0}},{"key":"include","cells":{"group":"Only listed countries","roles":43,"share":100,"others":99.1}},{"key":"unknown","cells":{"group":"No rule stated","roles":0,"share":0,"others":0}}],"sample":"43 roles Avride listed open on 9 Oct 2026, against the 702 open on other employers.","notes":["The rule is read from each posting's location text and, where the posting is silent, from what the employer states about where it hires. A rule says where applications are accepted; tax, payment and work-permit rules can still apply."]},{"id":"countries-named","title":"Countries Avride names in its limited roles","question":"When Avride limits a role to some countries, which countries does it name?","columns":[{"key":"group","label":"Country","unit":"text"},{"key":"roles","label":"Limited roles naming it","unit":"count","bar":true},{"key":"share","label":"Share of its limited roles","unit":"percent"},{"key":"sole","label":"Open only there","unit":"count","secondary":true}],"rows":[{"key":"US","thin":false,"cells":{"group":"United States","roles":43,"share":100,"sole":43}}],"sample":"43 of the 43 roles Avride listed open on 9 Oct 2026 accept applicants only from listed countries; 43 of them name a single country. 1 country named.","notes":["A role naming several countries counts for each. Open only there: roles whose list names this country alone."]},{"id":"listing-flow","title":"Listings posted and removed by Avride","question":"How many roles did Avride post and take down?","columns":[{"key":"group","label":"Measure","unit":"text"},{"key":"roles","label":"Roles","unit":"count","bar":true},{"key":"others","label":"Other employers","unit":"count","secondary":true}],"rows":[{"key":"open-start","cells":{"group":"Open at the start of 12 Sep 2026","roles":null,"others":0}},{"key":"new","cells":{"group":"New listings","roles":28,"others":75}},{"key":"removed","cells":{"group":"Removed listings","roles":20,"others":89}},{"key":"open-end","cells":{"group":"Open at the end of 9 Oct 2026","roles":43,"others":702}}],"sample":"Listings by Avride from 12 Sep 2026 to 9 Oct 2026 (first tracked during the window).","notes":["New listings: roles first seen in the window, outside the employer's first week in this dataset. Removed: roles that left the feed during the window. A role can be both.","Avride was first tracked on 12 Sep 2026: roles first seen in that week are its back catalogue, not new listings, and it has no count at the start of the window.","The other employers' count at the start leaves out employers first tracked during the window.","13 of its 20 removals (65.0%) fell on a single day, 21 Sep 2026: one large change to its board moves the window's flow.","12 of its 28 new listings (42.9%) fell on a single day, 29 Sep 2026: one large change to its board moves the window's flow."]},{"id":"days-listed","title":"How long roles at Avride stayed up","question":"How long had the roles Avride removed been listed?","columns":[{"key":"group","label":"Days listed","unit":"text"},{"key":"roles","label":"Removed roles","unit":"count"},{"key":"share","label":"Share","unit":"percent","bar":true},{"key":"others","label":"Share on other employers","unit":"percent","secondary":true}],"rows":[{"key":"under-7","thin":false,"cells":{"group":"Under 7 days","roles":0,"share":0,"others":12}},{"key":"7-13","thin":false,"cells":{"group":"7 to 13 days","roles":2,"share":10,"others":8.4}},{"key":"14-29","thin":false,"cells":{"group":"14 to 29 days","roles":16,"share":80,"others":24.1}},{"key":"30-59","thin":false,"cells":{"group":"30 to 59 days","roles":2,"share":10,"others":15.7}},{"key":"60-plus","thin":false,"cells":{"group":"60 days or more","roles":0,"share":0,"others":39.8}}],"sample":"20 roles Avride removed from 12 Sep 2026 to 9 Oct 2026 with a known listing date; median 15.3 days (other employers: 40.7 days over 83 roles).","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. Roles that arrived with the back catalogue and state no date are left out.","A median needs at least 10 removed roles. A removed role may have been filled, paused or closed: employers do not say which."]},{"id":"title-words","title":"What Avride calls the work","question":"Which words does Avride use in its job titles: operator, teleoperator, driver, technician, data collector?","columns":[{"key":"group","label":"Title word","unit":"text"},{"key":"roles","label":"Its open roles","unit":"count","bar":true},{"key":"share","label":"Share of its roles","unit":"percent"},{"key":"others","label":"Share on other employers","unit":"percent"},{"key":"median","label":"Its median per hour","unit":"usd","secondary":true}],"rows":[{"key":"technician","thin":false,"cells":{"group":"Technician","roles":40,"share":93,"others":3.7,"median":null}},{"key":"associate","thin":false,"cells":{"group":"Associate or assistant","roles":21,"share":48.8,"others":2.7,"median":null}},{"key":"driver","thin":true,"cells":{"group":"Driver","roles":1,"share":2.3,"others":35.8,"median":null}},{"key":"operator","thin":true,"cells":{"group":"Operator","roles":1,"share":2.3,"others":36.2,"median":null}},{"key":"safety","thin":true,"cells":{"group":"Safety driver or safety operator","roles":1,"share":2.3,"others":13,"median":null}},{"key":"teleoperator","thin":true,"cells":{"group":"Teleoperator or robot pilot","roles":1,"share":2.3,"others":7.5,"median":null}},{"key":"tester","thin":true,"cells":{"group":"Test or evaluation operator","roles":1,"share":2.3,"others":14.4,"median":null}},{"key":"none","cells":{"group":"None of these words","roles":0,"share":0,"others":0.7,"median":null}}],"sample":"43 roles Avride listed open on 9 Oct 2026, by the words in their titles (the same vocabulary as the job titles report).","notes":["A title can use several words ('Robot Teleoperator (AI & Robotics)') and counts for each, so shares add to more than 100%. Whole words, case-insensitive."]},{"id":"machines-named","title":"Robots and vehicles Avride hires for","question":"Which robots and vehicles does Avride name in its job titles?","columns":[{"key":"group","label":"Robot or vehicle","unit":"text"},{"key":"roles","label":"Its open roles","unit":"count","bar":true},{"key":"share","label":"Share of its roles","unit":"percent"},{"key":"marketShare","label":"Its share of all roles naming the robot or vehicle","unit":"percent"},{"key":"median","label":"Its median per hour","unit":"usd","secondary":true}],"rows":[{"key":"robot","thin":false,"cells":{"group":"Robots (unspecified)","roles":40,"share":93,"marketShare":21.1,"median":null}},{"key":"car","thin":true,"cells":{"group":"Cars and robotaxis","roles":1,"share":2.3,"marketShare":0.3,"median":null}}],"sample":"41 of the 43 roles Avride listed open on 9 Oct 2026 name a robot or vehicle in the title (2 named).","notes":["Read from titles with the vocabulary of the robots and equipment report (whole words); a title naming two counts for both, and a role that works with a robot or vehicle without naming it is not counted."]},{"id":"application-form","title":"What an application to Avride asks for","question":"What does an application to Avride ask for, and what must be filled in?","columns":[{"key":"group","label":"Item","unit":"text"},{"key":"asked","label":"Its forms asking","unit":"percent","bar":true},{"key":"required","label":"Its forms requiring it","unit":"percent"},{"key":"others","label":"Other employers' forms asking","unit":"percent","secondary":true}],"rows":[{"key":"phone","thin":false,"cells":{"group":"Phone number","asked":100,"required":72.1,"others":91.6}},{"key":"resume","thin":false,"cells":{"group":"Resume or CV","asked":100,"required":74.4,"others":100}},{"key":"cover","thin":false,"cells":{"group":"Cover letter","asked":97.7,"required":0,"others":10.7}},{"key":"linkedin","thin":false,"cells":{"group":"LinkedIn profile","asked":97.7,"required":11.6,"others":90}},{"key":"location","thin":false,"cells":{"group":"Location or country","asked":95.3,"required":27.9,"others":91.6}},{"key":"company","thin":false,"cells":{"group":"Current employer","asked":0,"required":0,"others":75.5}},{"key":"files","thin":false,"cells":{"group":"Other file uploads","asked":0,"required":0,"others":0}},{"key":"github","thin":false,"cells":{"group":"GitHub profile","asked":0,"required":0,"others":76.6}},{"key":"portfolio","thin":false,"cells":{"group":"Portfolio or website","asked":0,"required":0,"others":83.7}}],"sample":"The application forms of 43 of the 43 roles Avride listed open on 9 Oct 2026, read from its applicant-tracking system (Greenhouse); a median of 16 fields and 7 questions of its own (other employers' 657 forms: 15 fields).","notes":["Required: the form will not submit without it. Name and email, asked by every form, are not listed. Some employers apply in steps (a short form, then an assessment); only the first form is read."]},{"id":"screening-questions","title":"The questions Avride adds to its form","question":"What does Avride ask applicants beyond a resume?","columns":[{"key":"group","label":"Question theme","unit":"text"},{"key":"share","label":"Its forms asking","unit":"percent","bar":true},{"key":"forms","label":"Forms","unit":"count","secondary":true},{"key":"others","label":"Other employers' forms asking","unit":"percent"}],"rows":[{"key":"authorization","thin":false,"cells":{"group":"Work authorization or visa sponsorship","share":100,"forms":43,"others":14}},{"key":"robot-experience","thin":false,"cells":{"group":"Prior robotics, teleoperation or driving work","share":58.1,"forms":25,"others":2.3}},{"key":"shifts","thin":false,"cells":{"group":"Shifts, nights or weekends","share":55.8,"forms":24,"others":7.9}},{"key":"education","thin":false,"cells":{"group":"Degree or field of study","share":53.5,"forms":23,"others":0.6}},{"key":"experience","thin":false,"cells":{"group":"Experience or years in a field","share":4.7,"forms":2,"others":0.9}},{"key":"availability","thin":false,"cells":{"group":"Availability, hours or start date","share":2.3,"forms":1,"others":2.1}},{"key":"background","thin":false,"cells":{"group":"Background check or drug screening consent","share":2.3,"forms":1,"others":3.2}},{"key":"driving","thin":false,"cells":{"group":"Driver's license, driving record or CDL","share":2.3,"forms":1,"others":8.1}},{"key":"age","thin":false,"cells":{"group":"Age or being over 18","share":0,"forms":0,"others":0.5}},{"key":"credential","thin":false,"cells":{"group":"Licence or certification","share":0,"forms":0,"others":1.4}},{"key":"languages","thin":false,"cells":{"group":"Languages spoken or fluency","share":0,"forms":0,"others":0.8}},{"key":"pay","thin":false,"cells":{"group":"Expected pay or rate","share":0,"forms":0,"others":16.7}},{"key":"physical","thin":false,"cells":{"group":"Lifting or physical requirements","share":0,"forms":0,"others":0.5}},{"key":"referral","thin":false,"cells":{"group":"How you heard about the role","share":0,"forms":0,"others":0.2}}],"sample":"The application forms of 43 roles Avride listed open on 9 Oct 2026; themes read from the label of each question the employer adds to its form.","notes":["A question can match more than one theme. Demographic questions are usually optional and asked for equal-opportunity reporting."]}]}