Skip to content

Research report ยท October 2026 edition

Where AI Training Work Is Open

On 31 Oct 2026, 18.9% of open AI training roles accepted applicants from any country; residents of the United States could apply to the most (2,994 of 4,381).

Read the month's story: The AI Training Job Market in October 2026

Provisional figures. This month is complete, but late data can still arrive until 3 Nov 2026, when the edition is frozen for good.

Data window
1 Oct 2026 to 31 Oct 2026
31 days, UTC
Computed
1 Nov 2026, 01:11 UTC
Final once frozen
Source
The public job boards of the AI training platforms this site tracks, read every hour.
Method
Version 2. Definitions
CC BY 4.0, how to cite

Every figure on this page as CSV and JSON, sent to your work email.

Key findings

  1. 1

    18.9% of the 4,381 roles open on 31 Oct 2026 accepted applicants from any country; 63.0% were limited to listed countries and 18.1% excluded some.

    Figure 2
  2. 2

    Red-Teaming & AI Safety was the most open to the world (37% of roles open worldwide); Robotics & Physical-AI Data the least (5%).

    Figure 1
  3. 3

    Residents of the United States (2,994), the United Kingdom (2,048) and India (2,007) could apply to the most open roles; a resident of a country no posting names could apply to the 829 worldwide roles.

    Figure 2
  4. 4

    The United States was named by 49.8% of the roles limited to listed countries, and 67.2% of limited roles accepted a single country.

    Figure 3
  5. 5

    10 countries were each excluded by 747 of the 793 roles otherwise open worldwide, among them DR Congo, China and Cuba.

    Figure 4

Figure 1

Who may apply, by kind of work

Which kinds of AI training work are open to applicants anywhere in the world?

Kind of workOpen worldwideExcept listedOnly listed countries
All kinds of work
18.5%
18.1%63.0%
Red-Teaming & AI Safety
37.0%
24.1%38.9%
Writing & Content
33.3%
15.2%51.5%
Coding & Software Evaluation
29.1%
19.2%51.7%
Transcription, Audio & Speech
27.6%
22.7%47.5%
Data Annotation & Labeling
18.5%
11.8%69.3%
Multilingual & Localization
18.2%
7.1%74.7%
Math & STEM
17.3%
20.2%62.5%
Research Studies & SurveysSmall sample
16.7%
16.7%66.7%
Law, Medicine & Finance
14.9%
21.0%63.9%
AI Evaluation & Rating (RLHF)
11.1%
20.8%68.1%
Agentic Tasks & RL Environments
7.3%
45.2%47.6%
Robotics & Physical-AI Data
5.0%
6.0%89.0%

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.

Rows with fewer than 20.4 open roles are marked as a small sample and not ranked: below that the average of the rows weighs more than a row's own open roles (the weight fitted on the rows' own counts).

Source. AITraining.jobs Research, Where AI Training Work Is Open, October 2026 edition.

Figure 2

Open roles a resident of each country can apply to

Which countries can apply to the most AI training roles, and what do those roles pay?

CountryOpen rolesShare of all open roles
Any country (worldwide roles only)
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%
Belgium
1,697
38.7%
Denmark
1,696
38.7%
Switzerland
1,694
38.7%
Romania
1,692
38.6%
Thailand
1,692
38.6%
Czechia
1,691
38.6%
Finland
1,690
38.6%
Austria
1,685
38.5%
Greece
1,685
38.5%
Latvia
1,685
38.5%
Norway
1,685
38.5%
Bulgaria
1,684
38.4%
Hungary
1,682
38.4%
Lithuania
1,682
38.4%
Estonia
1,679
38.3%
Slovakia
1,679
38.3%
Luxembourg
1,677
38.3%
Malta
1,677
38.3%
Vietnam
1,676
38.3%
Croatia
1,670
38.1%

Sample. 4,381 roles open at the end of 31 Oct 2026; the 40 countries with the most, of 213 named by some posting.

A country's count is the roles open worldwide (including roles that state no rule, as on the job board), plus roles whose list names it, plus roles whose exclusion list does not.

Median pay is over the roles open to that country that state an hourly rate (at least 3).

Source. AITraining.jobs Research, Where AI Training Work Is Open, October 2026 edition.

Figure 3

Countries named by roles limited to listed countries

When a role is limited to some countries, which countries does it name?

CountryLimited roles naming itShare of limited roles
United States
1,374
49.8%
United Kingdom
427
15.5%
India
385
14.0%
Canada
376
13.6%
Australia
246
8.9%
Ireland
202
7.3%
Germany
200
7.2%
New Zealand
170
6.2%
Brazil
165
6.0%
France
151
5.5%
Mexico
139
5.0%
Spain
131
4.7%
Indonesia
126
4.6%
Philippines
125
4.5%
Pakistan
122
4.4%
Malaysia
117
4.2%
Bangladesh
116
4.2%
Singapore
111
4.0%
Italy
109
4.0%
Thailand
103
3.7%
Poland
100
3.6%
Portugal
92
3.3%
Argentina
88
3.2%
Vietnam
87
3.2%
Netherlands
86
3.1%

Sample. 2,759 roles open on 31 Oct 2026 that only accept applicants from listed countries; 1,853 of them name a single country.

Open only there: roles whose list names this country alone.

Source. AITraining.jobs Research, Where AI Training Work Is Open, October 2026 edition.

Figure 4

Countries excluded by roles open elsewhere

Which countries are left out of roles that are otherwise open worldwide?

CountryRoles excluding itShare of such roles
DR Congo
747
94.2%
China
747
94.2%
Cuba
747
94.2%
Iran
747
94.2%
North Korea
747
94.2%
Libya
747
94.2%
Sudan
747
94.2%
Somalia
747
94.2%
South Sudan
747
94.2%
Syria
747
94.2%
Afghanistan
746
94.1%
Belarus
746
94.1%
Iraq
746
94.1%
Myanmar
746
94.1%
Russia
746
94.1%
Ukraine
746
94.1%
Venezuela
746
94.1%
Yemen
746
94.1%
Burundi
524
66.1%
Central African Republic
524
66.1%

Sample. 793 roles open on 31 Oct 2026 that are open worldwide except listed countries.

Exclusions usually follow payment and sanctions rules: where a platform cannot pay or contract, not where it has no work.

Source. AITraining.jobs Research, Where AI Training Work Is Open, October 2026 edition.

Figure 5

How many countries a limited role accepts

Are country-limited roles open to one country or to a region?

Countries acceptedLimited rolesShare
One country1,853
67.2%
2 to 5 countries506
18.3%
6 to 20 countries330
12.0%
21 countries or more70
2.5%

Sample. 2,759 roles open on 31 Oct 2026 that only accept applicants from listed countries.

Source. AITraining.jobs Research, Where AI Training Work Is Open, October 2026 edition.

For labs, data vendors and researchers

Buy the data behind this report

The figures above are a summary. Behind them are records we collect ourselves, every day:

  • 11,482 roles tracked, each with its history

    Every role on 62 job boards, read since 13 Jul 2026 (every hour since 18 Oct 2026): its pay and place, and the first and last day it was open.

  • 58,632 apply clicks in 28 days

    Which roles people actually apply to, by field, pay and kind of work. It happens on this site, so nobody else can count it.

  • 39 lab and vendor hiring boards

    The job boards of 25 AI labs and 14 human-data vendors, read every day: who is hiring for human data, and who is hiring to buy it.

What you can buy

  • The records

    The rows behind any figure, with their history, not only the totals.

  • A regular feed

    The same figures every week or month, as files.

  • A custom cut or benchmark

    Your countries, languages or fields, or your own platform against the market.

Building AI and need the experts behind this data? (you contract them yourself) or (we deliver the expert work).

Investing in AI-data companies? Hiring radar is these records role by role, every day, as files.

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.

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.
Open to a country
A role is open to residents of a country if it is open worldwide, states no rule (as on the job board, a role with no rule restricts no one), its list names the country, or its exclusion list does not.
Open role
A role listed by a given day and still in its platform's feed that day.
Advertised pay
The hourly figure a posting states (the middle of a stated range), counted once per distinct rate as the job board counts it. The median and typical pay are the board's: typical pay runs from the 25th percentile of what roles pay (the middle of each advertised range) to the 90th-percentile advertised ceiling, stated from 3 distinct rates.
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.
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 location rule says where a platform accepts applicants; tax, payment and work-permit rules can still apply.

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.

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). Where AI Training Work Is Open, October 2026 edition. https://aitraining.jobs/research/where-ai-training-work-is-open/2026-10

BibTeX

@misc{aitrainingjobs_where_ai_training_work_is_open_2026_10,
  author = {{AITraining.jobs}},
  title = {Where AI Training Work Is Open, October 2026 edition},
  year = {2026},
  howpublished = {\url{https://aitraining.jobs/research/where-ai-training-work-is-open/2026-10}},
}
Data: every figure as CSV (one line per value) and JSON, sent to your work email.Pay and open-roles data

More research

All 81 research reports