Staff Applied AI Engineer — Production Healthcare AI

Concurrence; San Francisco (CA); On-site; USD 210,000 - 260,000; Full time

Benefits offered by this job

Health insurance

Daily catered lunch and dinner

Mental health support

Wellness stipend

Learning budget

Conference attendance

Unlimited PTO

Job summary

Concurrence is building a platform for healthcare AI agents that unify patient data and support care delivery.

The Staff Applied AI Engineer role owns the most complex customer use cases, shaping architecture and deployments across multiple customers while delivering durable software in production. You will mentor engineers, refine patterns, and push the platform forward with practical field experience.

Qualifications

• Shipped and owned complex production systems with real users.
• Set technical direction across multiple projects or teams.
• Experience building with LLMs and agents in production.
• Apply rigorous testing and safety checks for non-deterministic systems.
• Balance near-term delivery with long-term platform goals.
• Interact with customers and clinicians to understand workflow.

Responsibilities

• Own our most complex use cases end to end from brief to production.
• Build agent systems that hold up in clinical settings with scalable patterns.
• Tackle integration with EHRs and legacy systems at scale.
• Turn field-proven patterns into platform capabilities for reuse.
• Push back early when scope or integrations are unclear.
• Raise the bar by mentoring teammates and documenting best practices.

Skills

Production systems

Technical leadership

LLMs in prod

Agent architectures

Customer-facing

Robust testing

Tools

Databricks

Job description

Concurrence is building a platform for healthcare AI agents that unify patient data and support care delivery.

The Staff Applied AI Engineer role owns the most complex customer use cases, shaping architecture and deployments across multiple customers while delivering durable software in production. You will mentor engineers, refine patterns, and push the platform forward with practical field experience.