$100–200/hr · micro1
Provide bilingual psychological expertise to shape AI training data and ensure ethical, culturally accurate outputs.
What you would do
- Analyze case studies and documentation
- Develop Vietnamese‑English psychological scenarios
- Assess AI‑generated content for clinical validity
- Work with cross‑functional teams to align on best practices
- Document processes and findings for reproducibility
Who they want
- PhD in Psychology with clinical and academic experience
- Native‑level fluency in Vietnamese and English
- Proven track record of ethical decision‑making in psychological work
- Strong analytical and written communication skills
- Comfort with remote collaboration tools
Main skills
What the interview asks about
1.Case study critique
The interviewer wants to see how you dissect complex psychological material and identify gaps that could mislead an AI model.
For example: “Describe a time you reviewed a Vietnamese case study that contained culturally ambiguous language and how you clarified it for a research team under a two‑week deadline.”
2.Scenario creation
They assess your ability to craft realistic, culturally appropriate training content that balances clinical fidelity with linguistic nuance.
For example: “How would you design a bilingual scenario about trauma assessment for a dataset of 500 entries, ensuring cultural relevance while meeting a one‑month delivery schedule?”
3.Ethical assessment of AI output
This reveals your framework for spotting ethical red flags in machine‑generated psychological assessments.
For example: “When an AI model suggested a diagnostic label that conflicted with ethical guidelines, what steps did you take to rectify it within a 48‑hour turnaround?”
4.Cross‑team collaboration
They evaluate how you communicate specialized knowledge to non‑psychology teammates and integrate feedback.
For example: “Explain how you coordinated with data engineers to adjust annotation guidelines after discovering bias in a sample of 200 AI‑generated reports.”
5.Documentation clarity
Clear records are vital for reproducibility and regulatory compliance in AI training pipelines.
For example: “What structure did you use to document your evaluation of 100 AI‑generated case summaries, and how did you ensure another researcher could replicate your process?”
A task you may get
You may be asked to review a short AI‑generated psychological report in Vietnamese, flag ethical concerns, and rewrite a key paragraph in English within 30 minutes.
How to prepare
- Gather examples of bilingual psychological case studies you’ve authored
- Refresh your ethical decision‑making framework for clinical AI applications
- Practice concise documentation of evaluation steps
The facts
- Pay
- $100–200/hr
- Open to
- Bangladesh, Hong Kong, India, Indonesia, Japan, Kazakhstan, Kyrgyzstan, Malaysia, Pakistan, Philippines, Singapore, Sri Lanka, Taiwan, Thailand, Uzbekistan, Vietnam, Austria, Belarus, Belgium, Denmark, France, Germany, Greece, Italy, Netherlands, Portugal, Russia, Spain, Switzerland, United Kingdom, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Algeria, Bahrain, Egypt, Iraq, Jordan, Kuwait, Lebanon, Libya, Morocco, Oman, Palestine, Qatar, Saudi Arabia, Tunisia, United Arab Emirates, United States, Canada, Nigeria, Kenya, South Africa, Ghana, Ethiopia
- Field
- Sciences Research
- Role type
- Expert
- Posted
- 10/2/2026
- Places left
- 70
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