Social Work Expert - Scenario Designer
Core
Designing complex clinical social work scenarios for AI model training, covering case assessment, care coordination, and crisis intervention.
Role type
Senior IC clinical social work scenario designer
Builds
AI training datasets and evaluation rubrics for clinical decision-making systems
Domain
Healthcare / Clinical Social Work / AI Research
Deliverable
production ML models
Required skills
Licensed clinical social work (LCSW/LMSW), complex case assessment, multi-stakeholder care coordination, crisis intervention, mandated reporting, electronic health record (EHR) systems, risk and needs assessment, interagency referral platforms, biopsychosocial assessment, trauma-informed care, strengths-based practice, NASW Code of Ethics, clinical documentation, interdisciplinary team communication
Preferred skills
Rubric authorship, clinical training curriculum development, case documentation authorship
Technologies
EHR, CCWIS, interagency referral platforms
Responsibilities
Construct social work scenarios spanning complex case assessment, multi-stakeholder care coordination, and crisis intervention; Build tasks across clinical social work practice, child and family welfare, healthcare/medical social work, substance use and mental health services, and community-based case management; Develop practice scenarios involving tools such as electronic health/case record systems, risk and needs assessment instruments, and interagency referral platforms; Apply social work frameworks and produce reference case plans, clinical documentation, and interdisciplinary team communications; Author rubrics that distinguish authentic clinical and ethical judgment from generic textbook or policy-manual recall; Work independently and asynchronously to meet deadlines while improving AI model performance
