AI Product Analyst - Automation team
Core
Own end-to-end product analytics for a full-stack team shipping AI and conventional features that automate clinical and operational workflows.
Role type
Product Analyst (AI & Automation)
Builds
UI, backend workflows, integrations, and AI features for clinical and operational automation
Domain
Healthcare technology / AI automation
Deliverable
dashboards & analysis
Required skills
Product analytics, SQL, Python, AI/ML systems understanding, LLM output evaluation, operational analysis, data visualization, stakeholder partnership
Preferred skills
LLM eval frameworks, human review pipelines, Data Science, Machine Learning
Technologies
SQL, Python, LLMs, dashboards
Responsibilities
Own the full product analytics stack including discovery, experiment design, funnel analysis, and post-release impact assessment; Analyze production behavior of AI and automation workflows; Investigate hallucinations and silent failures in AI-generated output; Design evaluations for AI quality and close the loop into product changes; Build monitoring dashboards for AI and automation health; Measure business and operational impact of automation initiatives.
Seniority
Mid-level, hands-on IC