Data Quality and Coverage

Method and definitions

The job-board feeds, the click and visit records, the daily snapshots and the employer pages of this site. Every figure is computed by one database query over the window shown, the same query for the live report and for every edition. Each figure states its sample beneath it.

Independent routes

The role facts counted in the app, the database queries behind the hiring and applicant reports, and the daily snapshots recorded at the time.

Published range

The pay range compiled from an employer's own pages and shown, with sources, on its page on this site.

Open role

A role listed by a given day and still in its employer's feed that day.

Window

Live: the last 28 complete days, in UTC. Edition: one calendar month, in UTC.

What this data cannot tell you

• A check can only compare what both routes measure; a definition shared by both is not checked by their agreement.

How the job feeds are read and roles are classified: site methodology. How fresh, complete and consistent the data is, checked every day: data quality and coverage.

Editions

The live report covers the last 28 complete days and changes every day. Each complete month is also published as an edition, frozen two days after the month ends, so a figure you cite from an edition never moves.

• Live dataLast 28 complete days, recomputed daily

Cite and reuse

Free to quote, chart and republish under CC BY 4.0 with a link to this page. Live figures change daily: cite a monthly edition for numbers that will read the same later, or keep the access date.

@misc{robottrainingjobs_data_quality_and_coverage_live,
  author = {{RobotTraining.jobs}},
  title = {Data Quality and Coverage (live data, 12 Sep 2026 to 9 Oct 2026)},
  year = {2026},
  howpublished = {\url{https://robottraining.jobs/research/data-quality-and-coverage}},
  note = {Accessed 10 Oct 2026},
}

Data: all figures as CSV (one line per value) or JSON. Every figure also downloads on its own. More open data: datasets and API.

More research

• The Robot Training Jobs IndexIs the market for human robot training work growing, week by week?Read the report
• Robot Training Hiring ActivityHow many robot training roles are open, who lists them, how fast do they turn over and who can apply?Read the report
• Robot Training Employers ComparedHow do the robot training employers and programs compare on listings, pay, reach and turnover?Read the report
• Robot Training Market ConcentrationHow many employers compete for each kind of robot training work, and how much of it does the leader hold?Read the report
• How Long Robot Training Roles Stay OpenHow long do robot training roles stay listed, and which kinds of work turn over fastest?Read the report
• When Robot Training Roles Are PostedWhen are robot training roles posted, and when do people apply?Read the report
• The State of Robot Training PayWhat does robot training work pay, by kind of work and by employer?Read the report

All 47 research reports