What the data shows

1
Matched by kind of work, roles with a senior, lead or level word in the title posted rates 10.1% more than roles with no level word, the biggest premium found, while roles whose description requires a background check posted rates 20.4% less than described roles that do not.
Figure 1
2
Roles whose title names a night, swing or weekend shift posted rates 0.8% more than roles whose title names none within the same kind of work, measured over 3 kinds (overall medians $27 and $27/hr).
Figure 3

Figure 1

Like-for-like pay premiums by trait

Holding the kind of work constant, which role traits go with a higher posted rate?

Trait	Premium within kind	Median with	Median without	Kinds of work compared	Priced roles with / without
Senior, lead, supervisor or level II+ title	+10.1%	$35	$27	2	13 / 320
Requires a driver's license	+5.4%	$27	$25	3	156 / 166
Night, swing or weekend shift in the title	+0.8%	$27	$27	3	19 / 330
Requires a college degree	-7.3%	$26	$27	2	48 / 224
Requires a background check	-20.4%	$27	$27	2	89 / 260
Requires a commercial driver's license (CDL)Small sample	n/a	$35	$27	1	25 / 324
Open only to US residentsSmall sample	n/a	$27	$39	0	288 / 1

Base: Roles open on 31 Oct 2026 that state an hourly rate. The licence, degree and background-check traits compare the 1,150 open roles whose job board publishes a full description (100 employers and programs).

How the premium within kind is built: in every kind of work where both sides have 3 or more priced roles, divide the median rate with the trait by the median without it and subtract one. Those results are then averaged, weighted by how many roles have the trait. The with and without medians pool all kinds and are shown for context; if they point the other way from the premium, the trait sits mostly in better or worse paid kinds of work.

A premium shows that a trait and posted pay go together, not that one causes the other. Traits also come in bundles: a role needing a CDL frequently runs night shifts too.

Credit: RobotTraining.jobs Research, Which Robot Training Jobs Pay a Premium, October 2026 edition.

Figure 2

Requiring a CDL, kind by kind

Do roles that require a commercial driver's license pay more within each kind of work?

Kind of work	Premium	Median with	Median without	Priced roles with / without
AV & Drone Operators	+15.3%	$35	$30	23 / 99

Base: Roles whose description requires a CDL compared with described roles that do not, live on 31 Oct 2026, in kinds of work where both sides have 3 or more priced roles.

Every median here stands on 3 or more priced roles, the same floor as every other median on this site, and the counts sit beside it: with so few roles, a handful of postings can swing a median.

Credit: RobotTraining.jobs Research, Which Robot Training Jobs Pay a Premium, October 2026 edition.

Figure 3

Night, swing and weekend shifts, kind by kind

Do roles that name an off-hours shift pay more or less than other roles of the same kind?

Kind of work	Premium	Median with	Median without	Priced roles with / without
Robot Fleet Operations	-1.6%	$27	$27	10 / 102
Data & Demonstration Collection	+15.8%	$34	$29	4 / 50
AV & Drone Operators	-11.5%	$27	$31	3 / 119

Base: Roles whose title names a night, swing or weekend shift compared with roles whose title names none, live on 31 Oct 2026, in kinds of work where both sides have 3 or more priced roles.

Every median here stands on 3 or more priced roles, the same floor as every other median on this site, and the counts sit beside it: with so few roles, a handful of postings can swing a median.

Credit: RobotTraining.jobs Research, Which Robot Training Jobs Pay a Premium, October 2026 edition.

Figure 4

US-only roles against worldwide ones, by kind of work

Inside each kind of work, does restricting a role to US residents come with higher pay than opening it worldwide?

Nothing to show for this window.

Base: Roles restricted to US residents compared with roles open worldwide, live on 31 Oct 2026, in kinds of work where both sides have 3 or more priced roles.

Every median here stands on 3 or more priced roles, the same floor as every other median on this site, and the counts sit beside it: with so few roles, a handful of postings can swing a median.

Credit: RobotTraining.jobs Research, Which Robot Training Jobs Pay a Premium, October 2026 edition.

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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.
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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.
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Funding, revenue, deals, fleets, deployments and prices across the robot training industry, each record linked to the publication it comes from.

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Every robot training role we track: title, employer, place, kind of work, pay as stated, and the days it was first and last open.
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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

Every day this site reads the public job boards of the robot training employers and programs it follows. Requirements come from the full descriptions of the roles whose boards publish them. A single database query produces each figure for the window shown, and the live page and every monthly edition run that identical query. The note under each figure gives its base.

Premium within kind: Take each kind of work where 3 or more roles state an hourly rate both with and without the trait (the same floor every median here uses). Divide the median rate with the trait by the median without it and subtract one, then average across those kinds, weighting by roles that have the trait. A premium appears only when two kinds of work qualify.
Licence, degree, background check: Required by the description, read with the requirements report's reader (a preference does not count).
Shift in the title: A title naming a night, overnight, swing, PM or weekend shift, with the vocabulary of the job-titles report.
US-only: Roles restricted to the United States alone, set against roles open worldwide.
Advertised pay: The hourly rate a listing gives, using the midpoint when it gives a range. A median appears only when 3 or more roles state a rate, and the middle half spans the 25th to the 75th percentile.
Kind of work: A role's title and description place it in one of the seven kinds of robot training work this site follows, ranging from robot teleoperation and demonstration collection through egocentric capture, embodied-AI annotation, robot evaluation and fleet operations to AV and drone operation. Each kind has a page of its own.
Open role: On a given day, a role that has been posted and still shows in the employer's feed.

Limits of this data

Hiring that happens off public job boards is invisible here, and some data-collection programs sign people up inside an app instead of posting a job.
A posting does not equal a hire. Certain employers leave evergreen roles up for months, and others post the same role once per city or country.
A premium shows that a trait and higher advertised pay go together, not that one causes the other. Traits cluster, and only the kind of work is held fixed.
Most robot training roles state no hourly rate, so several traits rest on few priced roles; a trait without two comparable kinds of work shows no premium.
These are advertised rates. Overtime, shift premiums and bonuses can change what a worker actually takes home.

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 spans the 28 most recent full days and updates daily. Every finished month also gets its own edition, locked two days after month end, so a number quoted from it stays fixed.

Live page28 most recent full days, rebuilt daily
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). Which Robot Training Jobs Pay a Premium, October 2026 edition. https://robottraining.jobs/research/robot-training-pay-premiums/2026-10

BibTeX

@misc{robottrainingjobs_robot_training_pay_premiums_2026_10,
  author = {{RobotTraining.jobs}},
  title = {Which Robot Training Jobs Pay a Premium, October 2026 edition},
  year = {2026},
  howpublished = {\url{https://robottraining.jobs/research/robot-training-pay-premiums/2026-10}},
}

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