{"name":"Robot Training Work Without Experience (live data, 12 Sep 2026 to 9 Oct 2026)","question":"How much robot training work is open to people without a degree or experience, and what does it pay?","source":"The public job boards of the robot training employers and programs this site tracks, read every day. Descriptions come from the employers whose boards publish them in full.","publisher":"RobotTraining.jobs","url":"https://robottraining.jobs/research/robot-training-work-without-experience","license":"https://creativecommons.org/licenses/by/4.0/","citation":"RobotTraining.jobs (2026). Robot Training Work Without Experience (live data, 12 Sep 2026 to 9 Oct 2026). https://robottraining.jobs/research/robot-training-work-without-experience (accessed 10 Oct 2026)","frozen_at":null,"report":"robot-training-work-without-experience","method":1,"edition":null,"window":{"from":"2026-09-12","to":"2026-10-09","days":28},"computedAt":"2026-10-10T21:13:49.528Z","summary":"On 9 Oct 2026, 97.4% of open robot training roles (726) had an entry-level title and advertised a median $26/hr.","stats":[{"id":"generalist-share","value":"97%","label":"of open roles have an entry-level title (no seniority, level or engineering word)","figure":"generalist-roles-by-kind"},{"id":"generalist-pay","value":"$26/hr","label":"median advertised pay of entry-level roles","figure":"generalist-pay"}],"findings":[{"id":"generalist-share","figure":"generalist-roles-by-kind","text":"726 of the 745 robot training roles open on 9 Oct 2026 (97.4%) have an entry-level title: no seniority or management word, no level above the first and no engineering, research or expert role."},{"id":"generalist-kinds","figure":"generalist-roles-by-kind","text":"AV & Drone Operators has the most entry-level roles (343, 97.7% of its open roles), and Egocentric & Wearable Capture the highest share (100.0%)."},{"id":"generalist-worldwide","figure":"generalist-roles-by-kind","text":"0.7% of entry-level roles are open to applicants worldwide, against 5.3% of other roles."}],"figures":[{"id":"generalist-roles-by-kind","title":"Entry-level roles, by kind of work","question":"How many open robot training roles have an entry-level title: no seniority, level or engineering word?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"share","label":"Entry-level share","unit":"percent","bar":true},{"key":"generalist","label":"Entry-level roles","unit":"count"},{"key":"pay","label":"Median pay, entry-level roles","unit":"usd"},{"key":"worldwide","label":"Of them open 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to be accepted: a role with an entry-level title can still require a licence, a minimum age or a lifting limit, or state a requirement only in its description.","Median pay: the advertised hourly rate (the middle of a stated range) of the entry-level roles that state one, shown with at least 8 such roles."]},{"id":"title-barriers","title":"What marks a title as more than entry level","question":"What in a robot training role's title signals that it wants experience?","columns":[{"key":"group","label":"Signal","unit":"text"},{"key":"share","label":"Share of open roles","unit":"percent","bar":true},{"key":"roles","label":"Roles","unit":"count"},{"key":"only","label":"Roles with no other signal","unit":"count","secondary":true}],"rows":[{"key":"seniority","cells":{"group":"The title has a seniority or management word (senior, lead, supervisor, manager, principal, staff, head, director)","roles":17,"share":2.3,"only":17}},{"key":"level","cells":{"group":"The title has a level above the 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of 9 Oct 2026, read from their titles. Listings only.","notes":["An employer's share follows its own title style as much as its work: an employer that numbers its levels in titles ('Operator II') has fewer entry-level titles here than one that does not."]},{"id":"generalist-pay","title":"What entry-level roles pay, against other roles of the same kind","question":"How much less do roles with an entry-level title pay than other roles in the same kind of work?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"gap","label":"Entry-level pay against other roles","unit":"percent","signed":true,"bar":true},{"key":"with","label":"Median, entry-level","unit":"usd"},{"key":"without","label":"Median, other roles","unit":"usd"},{"key":"n","label":"Priced roles entry-level / other","unit":"text","secondary":true}],"rows":[{"key":"all","thin":true,"cells":{"group":"All kinds compared (within kind)","gap":null,"with":26,"without":28,"n":"104 / 5"}}],"sample":"Roles open at the end of 9 Oct 2026 that state an hourly rate; kinds of work with at least 5 priced roles on both sides.","notes":["First row: the gap is the within-kind comparison (each kind's median entry-level rate over its median for other roles, minus one, averaged across kinds weighted by the entry-level roles), as in the pay premiums report; its two medians are across all kinds, for context.","Rows with fewer than 8 priced roles on either side are marked.","Advertised pay is what a posting states, not what a worker earns after task rates, tiers or unpaid qualification time."]},{"id":"requirements-in-descriptions","title":"What the descriptions ask for","question":"How many robot training roles require no degree, no years of experience and no professional licence?","columns":[{"key":"group","label":"The description","unit":"text"},{"key":"share","label":"Share of roles read","unit":"percent","bar":true},{"key":"roles","label":"Roles","unit":"count"},{"key":"generalist","label":"Entry-level titles","unit":"percent"},{"key":"other","label":"Other titles","unit":"percent","secondary":true}],"rows":[{"key":"degree","cells":{"group":"Requires a college degree, no alternative","share":null,"roles":0,"generalist":null,"other":null}},{"key":"degree-or-experience","cells":{"group":"Requires a degree or experience instead","share":null,"roles":0,"generalist":null,"other":null}},{"key":"years","cells":{"group":"Requires years of work experience","share":null,"roles":0,"generalist":null,"other":null}},{"key":"years-3","cells":{"group":"Requires 3 years or more","share":null,"roles":0,"generalist":null,"other":null}},{"key":"credential","cells":{"group":"Requires a CDL, a Part 107 certificate or a pilot license","share":null,"roles":0,"generalist":null,"other":null}},{"key":"none","cells":{"group":"None of these: no stated requirement","share":null,"roles":0,"generalist":null,"other":null}}],"sample":"0 roles open on 9 Oct 2026 whose job board publishes a full description, 0.0% of all open roles; 0 of them have an entry-level title.","notes":["Read with the requirements report's reader, which counts requirements only: a degree or licence named as a preference ('a CDL is a plus') does not count.","A degree offered with an alternative ('or equivalent experience') counts on its own line; both degree lines count as stating a requirement, so 'no stated requirement' is a cautious count.","Many employers post one description per city, so a large employer's template weighs on the shares."]},{"id":"entry-phrases","title":"What descriptions say outright about beginners","question":"How many robot training roles say plainly that no experience or degree is needed?","columns":[{"key":"group","label":"Statement","unit":"text"},{"key":"roles","label":"Roles","unit":"count","bar":true},{"key":"share","label":"Share of roles read","unit":"percent"},{"key":"still","label":"Still mention a degree, years or credential","unit":"percent"},{"key":"expertTitle","label":"Title more than entry level","unit":"percent","secondary":true}],"rows":[{"key":"any-explicit","cells":{"group":"Any statement that a beginner may apply","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"no-experience","cells":{"group":"No experience needed","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"no-robotics-experience","cells":{"group":"No prior robotics or driving-automation experience needed","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"no-degree","cells":{"group":"No degree required","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"training","cells":{"group":"Training provided","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"entry-level","cells":{"group":"Entry level, or a low barrier to entry","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"students-welcome","cells":{"group":"Students, graduates or beginners welcome","roles":0,"share":null,"still":null,"expertTitle":null}},{"key":"high-school","cells":{"group":"Asks for a high school diploma or equivalent","roles":0,"share":null,"still":null,"expertTitle":null}}],"sample":"0 roles open on 9 Oct 2026 whose job board publishes a full description, 0.0% of all open roles.","notes":["Each statement is a published pattern over the description (ENTRY_PATTERNS in the method). The first row counts any of them except the high school line, which states the education asked for rather than an opening for beginners."]},{"id":"still-asked","title":"What roles with no stated requirement still ask","question":"If a role asks for no degree or experience, what does it still expect from applicants?","columns":[{"key":"group","label":"The description mentions","unit":"text"},{"key":"none","label":"No stated requirement","unit":"percent","bar":true},{"key":"stated","label":"States a requirement","unit":"percent"}],"rows":[{"key":"drivers-license","cells":{"group":"A driver's license","none":null,"stated":null}},{"key":"age-21","cells":{"group":"A minimum age of 21 or more","none":null,"stated":null}},{"key":"lift-50","cells":{"group":"Lifting 50 lbs or more","none":null,"stated":null}},{"key":"checks","cells":{"group":"A background check (required) or a drug test","none":null,"stated":null}},{"key":"assessment","cells":{"group":"An assessment, test or trial task","none":null,"stated":null}},{"key":"shifts","cells":{"group":"Night, weekend or rotating shifts","none":null,"stated":null}},{"key":"standing","cells":{"group":"Standing or walking for long periods","none":null,"stated":null}},{"key":"hours","cells":{"group":"A number of hours a week","none":null,"stated":null}},{"key":"hours-20","cells":{"group":"20 hours a week or more","none":null,"stated":null}}],"sample":"0 roles whose description states no degree, years of experience or credential, against 0 that state one: 0 roles open on 9 Oct 2026 whose job board publishes a full description, 0.0% of all open roles.","notes":["Read with the requirements report's patterns. The hours row counts the lower figure of a stated range ('10 to 20 hours' is 10)."]},{"id":"described-by-kind","title":"No stated requirement, by kind of work","question":"In which kinds of robot training work do descriptions most often ask for no degree or experience, and what do those roles pay?","columns":[{"key":"group","label":"Kind of work","unit":"text"},{"key":"none","label":"No stated requirement","unit":"percent","bar":true},{"key":"generalist","label":"Entry-level title","unit":"percent"},{"key":"payNone","label":"Median pay, no stated requirement","unit":"usd"},{"key":"payStated","label":"Median pay, states one","unit":"usd","secondary":true},{"key":"n","label":"Roles read","unit":"count","secondary":true}],"rows":[],"sample":"0 roles open on 9 Oct 2026 whose job board publishes a full description, 0.0% of all open roles.","notes":["Medians need at least 8 roles stating an hourly rate. Rows with fewer than 10 roles read are marked."]}]}