If you speak a second language, the research explains the hiring wave better than any job listing can.
Key takeaways
- A 2026 survey of AI safety training data found that 113 of 144 safety datasets were exclusively in English, or 78.5%. Related research found that while single-turn translation-based.
- 78 live listings in this category publish a rate, at a median top-of-range of $52 an hour and a ceiling of $120.
- The work is remote contract work, asynchronous, with no set hours and no guaranteed volume.
- Applications screen on a short skills assessment rather than a resume or interview.
What was reported
The finding
A 2026 survey of AI safety training data found that 113 of 144 safety datasets were exclusively in English, or 78.5%. Related research found that while single-turn translation-based jailbreaks have largely been closed, multi-turn conversational jailbreaks in low-resource languages remain highly effective, with harmful-response rates ranging from roughly 42% to 71%. In low-resource languages, harmful instructions are often missed rather than refused.
Safety training data is overwhelmingly English. One 2026 survey put it at 113 of 144 datasets, or 78.5%. A model can therefore be well behaved in English and considerably less careful in Ukrainian, Vietnamese or Turkish, not because it refuses less, but because it fails to recognise the problem at all.
What the listings pay
The attack surface also moved rather than closing. Single-turn translated jailbreaks have largely been patched. Multi-turn conversational ones in under-resourced languages still succeed at rates reported between 42% and 71%.
| # | Role | Advertised rate | Platform |
|---|---|---|---|
| 1 | Bilingual French Marketing Expert | $45 to $120 an hour | Mercor |
| 2 | Bilingual Norwegian STEM Expert (PhD): AI Safety | $77 to $81 an hour | Mercor |
| 3 | Bilingual Korean Legal Expert | $70 to $80 an hour | Mercor |
| 4 | Bilingual German Education Expert | $30 to $75 an hour | Mercor |
| 5 | Bilingual Chinese STEM Expert (PhD): AI Safety | $68 to $72 an hour | Mercor |
| 6 | Bilingual Korean STEM Expert (PhD): AI Safety | $63 to $67 an hour | Mercor |
| 7 | Bilingual Danish STEM Expert (PhD): AI Safety | $61 to $65 an hour | Mercor |
| 8 | Indonesian Bilingual Expert | $60 to $65 an hour | micro1 |
| 9 | Bengali Bilingual Expert | $30 to $65 an hour | micro1 |
| 10 | Bilingual French STEM Expert (PhD): AI Safety | $58 to $62 an hour | Mercor |
Source: 78 live listings on this board that publish a rate, read directly from each posting on 2026-09-06. Listings without a published rate are excluded rather than estimated.
How this compares across the board
A rate only means something next to the alternatives. This is every category we track with at least five listings publishing a rate, ranked by median top-of-range, so you can see where this work sits rather than taking a single number on trust.
| Category | Listings | Median low | Median top | Highest |
|---|---|---|---|---|
| Legal | 95 | $100 | $140 | $400 |
| Medical | 68 | $77 | $120 | $400 |
| Consulting | 45 | $80 | $120 | $280 |
| Finance | 94 | $80 | $110 | $280 |
| Engineering | 114 | $70 | $100 | $300 |
| Research/PhD | 132 | $70 | $90 | $280 |
| Writing | 36 | $40 | $80 | $280 |
| Bilingual | 78 | $44 | $52 | $120 |
| Annotation | 25 | $12 | $24 | $120 |
Same source and date as above. Categories are matched on listing title, so a role can appear in more than one.
What it means for you
That is what is behind the bilingual listings appearing on our board this month, including safety evaluation roles in languages that had almost none a year ago. Across 78 live bilingual listings that publish a rate, the median top-of-range is $52 an hour, reaching $120.
Who should apply
Two checks before you spend time on an application. Confirm the role accepts applicants from your country with the eligibility checker, since a meaningful share of listings carry location requirements. Then run the advertised rate through the take-home calculator, because this is contract work and the headline figure is before self-employment tax.
Applications complete on the hiring platform and usually take a few minutes, with a short skills assessment in place of an interview. Fill in every credential, language and professional background field on your profile. Those are what route you to the better paid listings, and most applicants leave them blank.
Frequently asked questions
Why are labs suddenly hiring bilingual speakers?
Because safety behaviour does not transfer reliably across languages. With 78.5% of safety datasets English-only, models need native speakers to find the failures that English testing cannot surface.
What do bilingual AI jobs pay?
Across 78 live bilingual listings with published rates, the median top-of-range is $52 an hour, with the highest at $120.
Which languages are in demand?
Currently a broad set, with recent growth in languages that have historically had little safety data. Under-resourced languages are where the measured gaps are largest.
Do I need a safety or technical background?
Usually not. Native fluency and careful judgment are the requirement. Domain expertise on top of the language raises your rate substantially.
Will this demand last?
Honestly, unclear. It tracks how long labs prioritise multilingual safety. The measured gaps are large enough that it is unlikely to vanish quickly, but we would not plan a career on it.
Sources
See every live role
The full board updates several times a week, with the advertised rate on each listing and closed roles removed.