$100–200/hr · micro1
A clinical mental health professional specializing in military and veteran populations who trains and evaluates AI models.
What you would do
- Review case studies, patient interactions, and clinical scenarios involving military or veteran populations for accuracy and realism
- Evaluate AI responses against evidence-based practices and clinical guidelines specific to military mental health
- Create realistic scenarios and prompts that reflect actual challenges service members face in diagnosis and treatment
- Provide detailed feedback on model understanding of trauma, PTSD, TBI, adjustment disorders, and intervention strategies
Who they want
- Board-certified psychiatrist (post-residency) or clinical psychologist (doctorate holders)
- Proven clinical work treating service members, veterans, or both groups
- Deep knowledge of trauma, PTSD, TBI, adjustment disorders, and service-related mental health conditions
- Excellent written communication skills and cultural competence in military contexts
Main skills
What the interview asks about
1.Military-specific trauma and adjustment
Civilian PTSD and military service-related stress involve different triggers, risk factors, and treatment response; your clinical judgment must account for this.
For example: “A veteran reports insomnia, hypervigilance, and avoidance of crowds following deployment. Distinguish this from civilian anxiety disorder in terms of diagnosis and treatment planning.”
2.Cultural competence in military context
Military culture shapes help-seeking behavior, stigma perceptions, and communication styles; models must adapt to these norms.
For example: “A model offers cognitive-behavioral therapy for a veteran who frames their struggle as a weakness and resists mental health language. How would you have the model reframe the approach?”
3.Diagnostic accuracy in complex presentations
Service members often present with comorbidities and service-related factors; oversimplifying leads to misdiagnosis.
For example: “A veteran with blast exposure history presents with concentration problems and irritability. What additional questions distinguish TBI sequelae from PTSD or depression?”
4.Therapeutic approach authenticity
Training scenarios must reflect how actual therapeutic relationships develop, not idealized interactions.
For example: “Design a realistic session scenario where a veteran gradually discloses trauma-related shame over multiple sessions; model how trust builds clinically.”
5.Service-specific terminology and communication
Models that ignore military language and values miss rapport-building and engagement opportunities.
For example: “Rewrite a model response using language and framing that demonstrates cultural competence specific to veteran communication norms.”
A task you may get
Create a complete clinical case study of a veteran with comorbid PTSD and substance use, including diagnostic reasoning, evidence-based treatment recommendations, and three model response scenarios at different quality levels with your commentary on each.
How to prepare
- Prepare examples from your practice showing how military cultural factors shape clinical presentation and treatment planning
- Review current clinical guidelines on service-related PTSD, TBI assessment, and comorbidity management
- Document examples of how veteran communication norms differ from civilian populations in clinical settings
- Gather or prepare training materials that demonstrate high clinical accuracy for AI model review
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
- 8/25/2026
- Places left
- 10
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