Bilingual Mental Health Expert
Micro1 • Remote
Education
PhD
Type
Hourly
Pay Rate
$100–$200/hr
Actively Hiring
70 openings
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From the Micro1 listing
Role Title: Bilingual Mental Health Expert Role Type: Contractor Location: Remote micro1 is engaging bilingual mental health experts to contribute to a customer’s project focused on enhancing AI systems with nuanced expertise. In this role, you’ll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
Scope of Work
- Analyze and evaluate AI-generated psychological content for accuracy, relevance, and ethical standards.
- Develop and review data sets involving psychological case studies, assessments, and conversations for AI system training.
- Craft detailed written feedback and verbal insights to refine AI responses in contexts such as clinical scenarios, research vignettes, and therapeutic dialogues.
- Identify potential biases or inaccuracies within AI-generated outputs and propose evidence-based improvements.
- Collaborate with multidisciplinary teams to integrate psychological concepts and frameworks into AI model training processes.
- Ensure adherence to cultural, linguistic, and clinical best practices for diverse user scenarios.
- Contribute to documentation and knowledge-sharing resources that guide ongoing AI development.
Preferred Qualifications
- Completed Ph.D in Psychology or MD with 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, plus advanced English communication skills.
- Demonstrated ability to communicate complex psychological concepts clearly in both written and verbal formats.
- Experience in clinical practice, research, or higher education in psychology or psychiatry.
- Strong analytical and evaluative skills to assess psychological data and narrative content.
- Awareness of cultural sensitivity and ethical considerations in global mental health contexts.
- Previous experience collaborating on interdisciplinary or technology-driven projects is a plus.
Requirements
- clinical psychology
- bilingual communication
- ethical decision-making
- cultural sensitivity
- analytical evaluation
- case study development
- written and verbal communication
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Eligible Languages
Fluent proficiency in one or more of: Bengali, Bulgarian, English, French, Indonesian, Japanese, Malay, Mandarin, Marathi, or Polish
Key responsibilities
- Analyze and evaluate AI-generated psychological content for accuracy, relevance, and ethical standards.
- Develop and review data sets involving psychological case studies, assessments, and conversations for AI system training.
- Craft detailed written feedback and verbal insights to refine AI responses in contexts such as clinical scenarios, research vignettes, and therapeutic dialogues.
- Identify potential biases or inaccuracies within AI-generated outputs and propose evidence-based improvements.
Why this role
Reviewing and refining AI-generated psychological content such as case studies, assessments, and therapeutic dialogue for accuracy and ethical soundness is the core of this Bilingual Mental Health Expert role, which pays $100-$200 per hour. The work also includes identifying bias or inaccuracy in that material and writing detailed feedback grounded in clinical and cultural context. It requires a completed PhD in psychology or an MD with a finished psychiatry residency, plus native fluency in one of a specific list of languages, including French, Mandarin, Russian, and Swahili, alongside advanced English. This fits practicing or research clinicians who can evaluate psychological material rigorously in two languages at once.
Talent pool
We're light on Psychology candidates
We've matched 33 people with a Psychology background against 373 Psychology listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
Can I apply to Micro1 from outside the US or UK?
Yes. Micro1 accepts applicants from most countries worldwide, unlike DataAnnotation or Outlier, both of which cap access to a handful of English-speaking countries. Most roles still require strong written and spoken English.
Does Micro1 monitor your computer while you work?
On many projects, yes, through time-tracking tools that take periodic screenshots to verify active hours. Check the specific project's requirements before accepting if desktop monitoring is a dealbreaker.
Why do these AI training roles pay so much?
Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.
What does the day-to-day workload look like for elite-expert AI training roles?
Slow and deep, not fast and repetitive. A single task can take 45-60 minutes of researching citations or verifying complex calculations. Quality is what's being measured here, not throughput.
What does Psychology work look like for a Bilingual Mental Health Expert ?
Tasks here are scoped to Psychology, not generic labeling. As a Bilingual Mental Health Expert , expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Psychology) rather than following a one-size-fits-all rubric. If you don't have hands-on Psychology background, this is likely not the right listing to start with.
What specific skills does this listing call for?
clinical psychology, bilingual communication, ethical decision-making, and cultural sensitivity are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
What does the 'openings' count on this listing mean?
It's Micro1's live count of how many candidates it's still trying to place for this specific role, 70 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.
How much does this specific role pay?
This listing is posted at $100–$200/hr, an hourly rate. The range reflects experience level and negotiated terms, not a placeholder, so where you land in it depends on your background and the assessment. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
Do I need to be fluent in Bengali, Bulgarian, English, French, Indonesian, Japanese, Malay, Mandarin, Marathi, Polish, Russian, Swahili, Tagalog, Urdu, or Vietnamese?
Yes. This role specifically requires Bengali, Bulgarian, English, French, Indonesian, Japanese, Malay, Mandarin, Marathi, Polish, Russian, Swahili, Tagalog, Urdu, or Vietnamese proficiency, on top of the English most AI training work assumes by default. If Bengali is not a language you're fluent in, this is not the right role. Filter for your native language to find better-matched listings.
What happens when I click Apply on this listing?
You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.
Is a PhD required?
For this specific role, yes, or near-equivalent professional depth. The credential gate is enforced at the assessment stage, not just on paper. That said, active PhD candidates and people with equivalent published research have qualified without a formal degree. The assessment is the real filter.