Staff Engineer
Core
Design and build the decision engine for hospital staffing recommendations, balancing rules, policies, and operational constraints to automate labor management.
Role type
Staff Engineer (Decision Systems)
Builds
The intelligence layer that recommends and eventually executes staffing actions for health systems
Domain
Healthcare operations / AI decision systems
Deliverable
production ML models
Required skills
TypeScript, Full-stack development, Systems thinking, Edge case reasoning, Customer collaboration
Preferred skills
Experience with complex operational constraints, Building explainable software
Technologies
Bun, TypeScript, Effect, React, TanStack Router, PlanetScale
Responsibilities
Design decision logic for staffing recommendations and alerts, Own systems balancing staffing rules and hospital policies, Partner with Product and Design to build complex solutions, Work directly with clinical leaders to understand decision-making, Build software that explains recommendations for user trust, Define boundaries between automation and human judgment
Seniority
Staff, hands-on IC with strategic ownership