AI-Driven Full-Stack Engineer for Regulated Healthcare

Cityblock Health; Oregon; Hybrid; USD 110,000 - 145,000; Full time

Benefits offered by this job

Health insurance

Life insurance

Retirement benefits

Equity program

Paid time off

Job summary

Cityblock Health is seeking a full-stack product engineer to turn AI-native ideas into production features for clinicians and members. You will own end-to-end features, integrate LLM APIs, build evals, and shape UX in a regulated healthcare product.

You will collaborate with product, design, and clinical operations to ensure safety, trust, and value, with a strong emphasis on observability and compliance. Ideal candidates have 4+ years as engineers, a product mindset, and experience with AI

Qualifications

• 4+ years of experience as an engineer.
• A strong full-stack product engineer who ships and delivers working software.
• Experience integrating LLM APIs or SDKs into a shipped product.
• Strong product sense: impact and measurable value.
• Comfort owning ambiguity and turning high-value ideas into real features.
• Experience building evals or quality measurement for AI features.
• Fluent use of AI assistants for engineering and knowing when to trust them.

Responsibilities

• Implement full-stack features that integrate LLM APIs/SDKs into member- and care-team-facing surfaces.
• Own features end-to-end including system design, model integration, evals, and UX.
• Build observability and evals to measure and improve quality.
• Contribute to prototyping loop, eval discipline, and quality bar.
• Put prototypes in front of real users early and harden successful ones for production.
• Provide honest assessments of feasibility to product and design teams.
• Collaborate with product management, design, and clinical operations to surface high-value AI opportunities.
• Partner with data organization for trusted context.

Skills

Full-stack engineering

LLM integration

Product mindset

Observability & evals

AI tooling fluency

Education

CS degree or equivalent

Tools

LangSmith

Braintrust

Vector search

Job description

Cityblock Health is seeking a full-stack product engineer to turn AI-native ideas into production features for clinicians and members. You will own end-to-end features, integrate LLM APIs, build evals, and shape UX in a regulated healthcare product.

You will collaborate with product, design, and clinical operations to ensure safety, trust, and value, with a strong emphasis on observability and compliance. Ideal candidates have 4+ years as engineers, a product mindset, and experience with AI