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Work type

SFT data writing

Prompt–response pairs written by native speakers, not translated from English.

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Typical 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 native QA and alignment $24–30 /h
  • Serbian / BCS 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.

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