Key findings
- 1
Law, Medicine & Finance was the largest kind of AI training work, with 1,541 of 4,381 open roles (35.2%) on 31 Oct 2026.
- 2
Between 1 Oct 2026 and 31 Oct 2026, on the platforms tracked throughout, Robotics & Physical-AI Data grew fastest, from 30 to 66 open roles (+121.5%); Writing & Content shrank the most, from 41 to 21 (-47.7%).
- 5
Roles removed during the window had been listed for a median of 30 days, from 29.4 days for Transcription, Audio & Speech to 80 for Red-Teaming & AI Safety.
- 6
18.9% of open roles accept applicants from any country; residents of United States (2,994), United Kingdom (2,048) and India (2,007) could apply to the most.
Figure 1
Open roles by kind of work
What kinds of AI training work are platforms hiring for, and which are growing?
| Kind of work | Open on 31 Oct 2026 | Share |
|---|---|---|
| Law, Medicine & Finance | 1,541 | 35.2% |
| Multilingual & Localization | 878 | 20.0% |
| Transcription, Audio & Speech | 638 | 14.6% |
| Coding & Software Evaluation | 302 | 6.9% |
| Math & STEM | 248 | 5.7% |
| Data Annotation & Labeling | 238 | 5.4% |
| AI Evaluation & Rating (RLHF) | 207 | 4.7% |
| Agentic Tasks & RL Environments | 124 | 2.8% |
| Robotics & Physical-AI Data | 100 | 2.3% |
| Red-Teaming & AI Safety | 54 | 1.2% |
| Writing & Content | 33 | 0.8% |
| Research Studies & Surveys | 18 | 0.4% |
Sample. 4,381 roles open at the end of 31 Oct 2026 and 2,665 at the start of 1 Oct 2026, across the 62 platforms whose public job boards AITraining.jobs reads every hour and that had open roles on 31 Oct 2026.
A role counts as open on a day if it was listed by then and was still in its platform's feed that day.
Change compares the same platforms at both ends. Perle Labs, SuperAnnotate (SME), Turing, RemoExperts, Sovrano AI, Babel Audio, Pila8, Anyone AI, Vetto, OneForma, Claru, Pasiflora AI, Weekday, Innodata, Rise Data Labs, Volga Partners, Lifted (Upwork), Scale AI Human Frontier Collective, Anthropic, DataAnnotation, TELUS Digital AI, iMerit, Aligned Labs, Surge AI, DATAmundi, Shaip (Collaborate by Shaip), RealTrainAI, Sama, Fleet AI, Snorkel AI Expert Community, RWS TrainAI Community, Limbic, PointClickCare, Vals AI, Cohere, Mistral AI, Headway, Elsevier Health, Edison Scientific, EvolutionIQ, Inworld AI, Kastle, Trellis and JazzX AI were first tracked during the window and are counted in the end total (1,749 roles) but not in the change.
Rows with fewer than 5.3 roles open at the start are marked as a small sample and not ranked: below that the average of the rows weighs more than a row's own roles open at the start (the weight fitted on the rows' own counts).
This site changed how it reads 6 platforms' boards in this span (Alignerr on 14 Oct 2026; Mindrift on 14 Oct 2026 and 22 Oct 2026; OpenTrain AI on 14 Oct 2026; Handshake AI on 14 Oct 2026; Prolific on 18 Oct 2026; Outlier (Scale AI) on 30 Oct 2026). From each change to the end of its week the roles that came into view are counted as already listed, not as new listings, and the roles that left view are not counted as removals; changes in open roles are measured like for like across it, on the roles that did not move with it. Each platform's own report says what changed.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
Figure 2
New and removed listings by kind of work
Where is new hiring happening, and where are roles being taken down?
| Kind of work | New listings | Removed |
|---|---|---|
| Law, Medicine & Finance | 745 | 737 |
| Multilingual & Localization | 189 | 312 |
| Transcription, Audio & Speech | 177 | 228 |
| AI Evaluation & Rating (RLHF) | 110 | 228 |
| Agentic Tasks & RL Environments | 89 | 39 |
| Coding & Software Evaluation | 77 | 149 |
| Data Annotation & Labeling | 69 | 87 |
| Math & STEM | 67 | 77 |
| Robotics & Physical-AI Data | 56 | 47 |
| Writing & Content | 24 | 55 |
| Red-Teaming & AI Safety | 19 | 36 |
| Research Studies & Surveys | 16 | 23 |
Sample. 1,638 roles newly listed and 2,018 removed, from 1 Oct 2026 to 31 Oct 2026, across the 62 platforms whose public job boards AITraining.jobs reads every hour and that had open roles on 31 Oct 2026.
New listing: a role first seen in the window on a platform already tracked before that week. A platform's first week in this dataset is its back catalogue, not new hiring, and is left out.
Removed: a role that left its platform's feed during the window. Platforms do not say whether a removed role was filled, paused or closed.
Net change can differ from the change in open roles: a role newly listed and removed inside the window counts in both columns.
This site changed how it reads 6 platforms' boards in this span (Alignerr on 14 Oct 2026; Mindrift on 14 Oct 2026 and 22 Oct 2026; OpenTrain AI on 14 Oct 2026; Handshake AI on 14 Oct 2026; Prolific on 18 Oct 2026; Outlier (Scale AI) on 30 Oct 2026). From each change to the end of its week the roles that came into view are counted as already listed, not as new listings, and the roles that left view are not counted as removals; changes in open roles are measured like for like across it, on the roles that did not move with it. Each platform's own report says what changed.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
Figure 4
How long roles stay listed
How long does an AI training role stay open before it comes down?
| Kind of work | Median days listed |
|---|---|
| All kinds of work | 30.0 |
| Red-Teaming & AI Safety | 80.0 |
| Research Studies & Surveys | 53.1 |
| Robotics & Physical-AI Data | 50.7 |
| Data Annotation & Labeling | 46.5 |
| Coding & Software Evaluation | 41.3 |
| Multilingual & Localization | 41.3 |
| Math & STEM | 38.5 |
| Law, Medicine & Finance | 30.0 |
| AI Evaluation & Rating (RLHF) | 30.0 |
| Writing & Content | 30.0 |
| Agentic Tasks & RL Environments | 29.8 |
| Transcription, Audio & Speech | 29.4 |
Sample. 1,898 roles removed from 1 Oct 2026 to 31 Oct 2026 whose listing date is known.
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.
Medians resting on fewer than 3 removed roles are marked as a small sample.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
Figure 5
New listings per week
Is hiring for AI training work speeding up or slowing down?
| Week | New listings |
|---|---|
| 1 to 4 OctPartial week | 156 |
| 5 to 11 Oct | 219 |
| 12 to 18 Oct | 432 |
| 19 to 25 Oct | 340 |
| 26 to 31 OctPartial week | 491 |
Sample. Listings on the 62 platforms whose public job boards AITraining.jobs reads every hour and that had open roles on 31 Oct 2026, 1 Oct 2026 to 31 Oct 2026, by ISO week (Monday to Sunday, UTC).
Each platform's first week in this dataset is left out of new listings (its back catalogue).
A week the month cuts is labelled with the days it covers and marked as partial.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
Figure 6
Where applicants may live
How many AI training roles are open to applicants anywhere in the world?
| Location rule | Open roles | Share |
|---|---|---|
| Says open worldwide | 811 | 18.5% |
| Worldwide except listed countries | 793 | 18.1% |
| Only listed countries | 2,759 | 63.0% |
| No country rule stated | 18 | 0.4% |
Sample. 4,381 roles open at the end of 31 Oct 2026.
The rule is read from each posting's location text, then, where that names no country, from what the posting's own description states, and where both are silent from what the platform states about where it hires.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
Figure 7
Open roles a resident of each country can apply to
Which countries can apply to the most AI training roles?
| Country | Open roles | Share of all open roles |
|---|---|---|
| Any country (open worldwide: the posting says so, or states no rule) | 829 | 18.9% |
| United States | 2,994 | 68.3% |
| United Kingdom | 2,048 | 46.7% |
| India | 2,007 | 45.8% |
| Canada | 1,998 | 45.6% |
| Australia | 1,868 | 42.6% |
| Ireland | 1,823 | 41.6% |
| Germany | 1,821 | 41.6% |
| New Zealand | 1,792 | 40.9% |
| France | 1,772 | 40.4% |
| Mexico | 1,761 | 40.2% |
| Spain | 1,752 | 40.0% |
| Indonesia | 1,747 | 39.9% |
| Singapore | 1,733 | 39.6% |
| Italy | 1,730 | 39.5% |
| Poland | 1,721 | 39.3% |
| Philippines | 1,713 | 39.1% |
| Portugal | 1,713 | 39.1% |
| Netherlands | 1,707 | 39.0% |
| Malaysia | 1,706 | 38.9% |
| Sweden | 1,704 | 38.9% |
Sample. 4,381 roles open at the end of 31 Oct 2026; the 20 countries with the most.
A country's count is the roles open worldwide, plus roles whose list names the country, plus roles whose exclusion list does not, the job board's own rule.
18 roles state no location rule; like the job board, they count as open to every country.
Only countries that some posting names are listed. A resident of any other country can apply to the worldwide roles in the first row.
Source. AITraining.jobs Research, AI Training Hiring Activity, October 2026 edition.
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Method and definitions
The public job boards of the AI training platforms this site tracks, read every hour. 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.
- Coverage
- The platforms whose public job boards AITraining.jobs reads in full every hour. Each figure states how many were read.
- Open role
- A role listed by a given day and still in its platform's feed that day.
- New listing
- A role that first appeared during the window on a platform already tracked before that week. A platform's first week in this dataset is its back catalogue and is not counted as new. When this site changes how it reads a platform's board (a cap lifted, a page kind or department read too, a relevance rule changed), the roles that came into view or left it from that change to the end of its week are this site's reading, not the platform's hiring: they are not new listings or removals, and changes in open roles are measured like for like across it. Each platform's report says what changed.
- Removed listing
- A role that left its platform's feed during the window.
- Days listed
- From a removed role's listing date to the last day it was seen in its feed.
- Kind of work
- Each role is classified from its title and description into one of the twelve kinds of AI training work this site tracks, from AI evaluation and coding to multilingual and audio work. Every kind links to its own page.
- Listing date
- The date the platform's job board gives for the posting, or else the first day the role appeared in the feed. A role that arrived with a platform's back catalogue, or came into view with a change in how this site reads its board, and gives no date has no known listing date.
- Location rule
- Read from each posting's location text and, where that names no country, from what the posting's own description states: open worldwide, worldwide except listed countries, only listed countries, or no rule stated.
- Window
- Live: the last 28 complete days, in UTC. Edition: one calendar month, in UTC.
What this data cannot tell you
- Platforms that recruit without a public job board are not counted. Several large ones invite workers to projects directly.
- A listing is not a hire. Some platforms keep evergreen roles open for months, and some post one listing per language or country.
- A removed listing may have been filled, paused or closed: platforms do not say which.
- Duplicate postings of the same role are merged when the feeds are read.
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
- October 2026 edition (this page)Freezes on first reading
- September 2026 editionFrozen 10 Oct 2026
- August 2026 editionFrozen 10 Oct 2026
Cite and reuse
Free to quote, chart and republish under CC BY 4.0 with a link to this page. This edition is frozen, so its figures will read the same later.
Citation
AITraining.jobs (2026). AI Training Hiring Activity, October 2026 edition. https://aitraining.jobs/research/hiring-activity/2026-10
BibTeX
@misc{aitrainingjobs_hiring_activity_2026_10,
author = {{AITraining.jobs}},
title = {AI Training Hiring Activity, October 2026 edition},
year = {2026},
howpublished = {\url{https://aitraining.jobs/research/hiring-activity/2026-10}},
}More research
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