Work type
SFT data writing
Prompt–response pairs written by native speakers, not translated from English.
Get a pilotTypical tasks
- Prompts and ideal answers written to your guidelines
- Weak model answers rewritten
- Culturally grounded examples for local users
Who does it
Tier 2 writers, reviewed by a Tier 3 lead.
Managed rates
- Kazakh, Uzbek, Kyrgyz, Tajik, Mongolian native QA and alignment $24–30 /h
- Serbian, Bosnian, Macedonian, Bulgarian, Albanian native evaluator $18–22 /h
- Russian annotation and evaluation $12–14 /h
Languages
Pilot
Start with a paid two-week pilot
10 vetted workers in your tool, ready within 10 business days (5 for Russian). If a managed team’s weekly gold-set agreement falls below 90%, the hours below it aren’t billed.