Micro1 review · AI Training & Data Labeling
Bilingual Mental Health Expert — AI Training (micro1)
What the work involves
micro1 is engaging bilingual mental health experts for a customer project that needs psychological judgement applied to AI output, in two languages at once. You analyse and evaluate AI-generated psychological content for accuracy, relevance and ethical standards, and you build and review datasets built from psychological case studies, assessments and conversations. The feedback is both written and verbal, and it goes at clinical scenarios, research vignettes and therapeutic dialogues, which means you have to spot where a model has drifted from defensible practice rather than just where it reads badly. You identify bias and inaccuracy in AI-generated output and propose evidence-based corrections, work with multidisciplinary teams to fold psychological frameworks into training processes, and keep the material culturally and linguistically sound for users who are not English-first. Contractor role, fully remote, 70 openings.
No prior AI experience is required — your domain knowledge is what matters.
| Language | Language | Language | Language |
|---|---|---|---|
| French | Malay | Russian | Mandarin |
| Japanese | Urdu | Swahili | Bulgarian |
| Tagalog | Polish | Marathi | Lithuanian |
| Georgian | Bengali | Vietnamese | Indonesian |
What you'll do
- Analyze and evaluate AI-generated psychological content for accuracy, relevance and ethical standards
- Develop and review datasets involving psychological case studies, assessments and conversations
- Craft detailed written feedback and verbal insights on clinical scenarios, research vignettes and therapeutic dialogues
- Identify bias or inaccuracy in AI-generated output and propose evidence-based improvements
- Collaborate with multidisciplinary teams to integrate psychological frameworks into model training
- Ensure cultural, linguistic and clinical best practice for diverse user scenarios
- Contribute to documentation and knowledge-sharing resources that guide ongoing AI development
Requirements & eligibility
- Completed PhD in Psychology, or MD with a completed psychiatry residency
- Native proficiency in at least one of: French, Malay, Russian, Mandarin, Japanese, Urdu, Swahili, Bulgarian, Tagalog, Polish, Marathi, Lithuanian, Georgian, Bengali, Vietnamese or Indonesian
- Advanced English communication alongside the second language
- Able to communicate complex psychological concepts clearly in writing and speech
- Experience in clinical practice, research or higher education in psychology or psychiatry
- Strong analytical and evaluative skills for psychological data and narrative content
- Awareness of cultural sensitivity and ethics in global mental health
- Preferred: prior work on interdisciplinary or technology-driven projects
How to apply
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