Senior Applied AI Engineer (Forward Deployed)

Concurrence; San Francisco (CA); Presencial; USD 200.000 - 260.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Health insurance

Lunch provided (daily)

Wellness stipend

Learning budget

Conference budget

Unlimited PTO

Descripción de la vacante

Concurrence in San Francisco, CA seeks a hands-on engineer to build applied AI that matters in real clinical workflows. You will own customer use cases end-to-end, design agent systems that operate with EHR integrations, and push for platform-ready improvements, all while collaborating with clinicians to raise the bar on craftsmanship and accountability.

You will work with LLMs and agents, manage real-world constraints across EHRs and data, and mentor engineers through the lifecycle from

Formación

• Experience shipping and owning complex production systems end to end.
• Production experience building with LLMs and agents.
• Rigorous approach to non-deterministic systems.
• Ability to balance near-term and long-term tradeoffs.
• Comfort collaborating with customers and clinicians.
• Quality mindset to fail loudly before customers.

Responsabilidades

• Own the entire customer use case end to end, with accountability for customer outcomes.
• Design agent systems that work in clinical settings, with hierarchies of agents and skills.
• Use rigorous evaluation to measure distributions and performance.
• Handle real integration constraints across EHRs and legacy systems.
• Push improvements by turning proven patterns into platform capabilities.
• Push back early when specs or integrations are not ready.
• Mentor and document so engineers can succeed on your use case.

Conocimientos

LLMs and agents

Production systems

Customer collaboration

Engineering discipline

Herramientas

Databricks

Epic

Oracle Health

HL7/FHIR

Descripción del empleo

Build applied AI that matters in real clinical workflows. Concurrence’s forward‑deployed teams own a customer use case from deployment brief through production and beyond, focused on measurable outcomes. This onsite role in San Francisco, CA brings together agent systems, EHR integration, and platform thinking, with an emphasis on craftsmanship, accountability, and raising the bar across the team.

Compensation: USD 200,000 - 260,000 per year.

What you’ll do

• Own the entire customer use case, end to end, with accountability for customer outcomes.
• Design agent systems that hold up in clinical settings, including hierarchies of agents and skills rather than a single monolithic model.
• Use rigorous evaluation to measure distributions and performance, not subjective impressions.
• Handle real integration constraints across EHRs, legacy systems, and diverse customer data, mapping what customers have to what the platform needs.
• Make improvements compound by converting field‑proven patterns into first‑class platform capabilities, including pushing proven work down from agent reasoning into deterministic data lookups.
• Push back early when specifications were not vetted, integrations are unsupported, or scope shifts mid‑build.
• Mentor and document so engineers can succeed on your use case, supported by documentation that a coding agent or a new hire can follow.

What you bring

• Experience shipping and owning complex production systems end to end with real users relying on them.
• Production experience building with LLMs and agents, or the engineering depth to reach that quickly.
• A rigorous approach to non‑deterministic systems: recognizing that three runs is not evidence.
• The ability to balance near‑term and long‑term tradeoffs, including how decisions affect team velocity and future maintainability.
• Comfort collaborating with customers and clinicians, prioritizing understanding workflows over waiting for a perfect specification.
• A quality mindset where systems fail loudly for you before they fail a customer, and keep working even when you are away.

Tools you’ll work with

• LLMs
• EHR and standards: EHR, HL7, FHIR
• Platforms and integrations: Databricks, Epic, Oracle Health, athenahealth

Benefits and support

• Comprehensive health, dental, and vision insurance
• Daily catered lunch and dinner
• Mental health support and wellness coaching
• Flexible wellness stipend for fitness, therapy, or personal growth
• Annual learning budget for courses, books, or conferences
• Conference attendance budget for professional development
• Annual team offsite
• Academic collaboration opportunities
• Unlimited PTO

Nice to have

• Healthcare experience, including EHR integrations (Epic, Oracle Health, athenahealth), HL7/FHIR, or clinical workflows
• Experience with Databricks, voice agents, or forward deployed or customer engineering
• Experience at an early‑stage startup

Core values

• Patients Win, We Win
• High Standards, High Care
• Thoughtful Urgency
• Intensely Measured

How the team builds

• Low ego
• Direct communication
• High agency
• Bar of excellence
• Skeptical mindset