Key skills
AI/ML model evaluationRetrieval-Augmented Generation (RAG)AI guardrailsClinical decision support toolsHealthcare regulatory complianceHIPAAClinical workflowsHealthcare operationsData-driven product performance measurementClinical documentation standardsResponsible AI governance frameworksCare coordination platformsTechnical and clinical stakeholder communicationAIMLRAGAnalyticsLeadershipPrototypingProduct Management
About this role
Equip is the leading virtual, evidence-based eating disorder treatment program on a mission to ensure that everyone with an eating disorder can access treatment that works. As Group Product Manager, AI & Clinical Intelligence, you will own the product strategy and roadmap for AI-powered capabilities that support clinical care, translating clinical expertise and model capability into safe, effective, and trusted digital experiences.
Responsibilities:
- Own the product roadmap for AI and clinical intelligence capabilities, aligning it with clinical outcomes goals, company strategy, and regulatory requirements
- Partner closely with AI/ML engineers to scope, prioritize, and ship models and features — translating clinical requirements into technical specifications and translating technical constraints back into clinically sound product decisions
- Collaborate with clinical leadership (therapists, dietitians, medical providers) to ensure AI-assisted tools reflect gold-standard eating disorder treatment practices and do not introduce clinical risk
- Define and govern responsible AI practices for clinical use cases, including model evaluation criteria, human-in-the-loop safeguards, escalation paths, and bias/safety monitoring appropriate to a clinically sensitive population
- Design and oversee analytics and evaluation frameworks that measure model performance, clinical impact, and patient/provider trust — not just usage
- Guide AI product development through the full lifecycle: problem framing, model/vendor evaluation, prototyping, clinical validation, launch, and iteration
- Translate healthcare regulations and compliance requirements (HIPAA, informed consent, clinical documentation standards) into product and model requirements
- Conduct research with patients, providers, and clinical staff to identify where AI can responsibly reduce burden or improve care, and where it should not be applied
- Present AI product strategy, risk considerations, and results to executive leadership, clinical leadership, and the board as needed
- Mentor and potentially build out a small team of PMs focused on AI/clinical intelligence workstreams
- Perform other duties as assigned
Requirements:
- 8+ years of product management, including significant AI/ML experience in regulated or clinically sensitive domains
- Strong technical fluency in AI/ML (e.g., model evaluation, RAG, guardrails) to partner effectively with engineering
- Experience building products for clinical workflows and healthcare operations
- Expertise in healthcare regulatory requirements (e.g., HIPAA, clinical decision support standards)
- Comfort navigating ambiguity to establish AI guardrails in clinical settings
- Ability to lead cross-functional teams and translate requirements between clinical, technical, and executive stakeholders
- Data-driven approach to measuring product performance, clinical impact, and safety outcomes
- Background in mental health or eating disorder treatment services
- Direct experience with clinical decision support tools, care coordination platforms, or clinical documentation AI
- Familiarity with responsible AI/AI governance frameworks in a healthcare context
- Experience partnering with or managing applied AI/ML engineering teams
- Knowledge of value-based care models and healthcare quality measurement
- Understanding of behavioral health regulations and patient privacy requirements