Clinical Social Work Specialist - AI Trainer

Mercor; Boston (MA); On-site; USD 120,000 - 160,000; Full time

Job summary

Mercor is seeking senior social work professionals to design evaluation tasks for AI systems operating in large human services and clinical social work settings. The role focuses on creating realistic scenarios and reference outputs that guide how senior clinicians think.

You will tailor tasks to varying case complexity, coordinate with multi-agency contexts, and produce rubrics and clinical documentation that reflect ethical and legal standards in real-world practice.

Qualifications

• 5+ years as a licensed clinical social worker (LCSW/LMSW) or senior case management professional.
• Direct ownership of clinical caseloads or program-level service delivery.
• Experience with mandated reporting, interagency coordination, and ethics/compliance.

Responsibilities

• Construct social work scenarios covering complex case assessment, multi-stakeholder care coordination, and crisis intervention or mandated reporting cycles (from the ad).
• 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 (EHR, CCWIS), risk and needs assessment instruments, and interagency referral platforms.
• Apply social work frameworks (biopsychosocial assessment, trauma-informed care, strengths-based practice, NASW Code of Ethics) 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.

Skills

Clinical social work practice

Interdisciplinary collaboration

Ethical/legal compliance awareness

Case management leadership

Education

LCSW/LMSW licensure

Tools

EHR/CASE record systems

Risk and needs assessment tools

Interagency referral platforms

Job description

Role Overview

• Mercor is seeking senior social work professionals to build evaluation tasks for AI systems operating in large human services and clinical social work contexts.

• The workflows are calibrated to the case complexity, stakeholder sensitivity, and client-outcome stakes of large public agencies, healthcare systems, and community-based organizations.

• Contributors design social work scenarios, draft reference outputs, and write rubrics that capture how senior clinicians and case management leaders think.

Key Responsibilities

• Construct social work scenarios spanning complex case assessment, multi-stakeholder care coordination, and crisis intervention or mandated reporting cycles.

• 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 (EHR, CCWIS), risk and needs assessment instruments, and interagency referral platforms.

• Apply social work frameworks (biopsychosocial assessment, trauma-informed care, strengths-based practice, NASW Code of Ethics) 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.

Ideal Qualifications

• 5+ years working as a licensed clinical social worker (LCSW/LMSW) or senior case management professional at a hospital system, child welfare agency, behavioral health organization, or large nonprofit.

• Direct ownership of clinical caseloads, family/child welfare cases, or program-level service delivery.

• Fluency in social work practice standards and case management tooling, plus understanding of how mandated reporting, interagency coordination, and ethical/legal compliance actually work.

• Prior rubric, clinical training curriculum, or case documentation authorship is a plus.