Concurrence (formerly Amigo) is building the platform healthcare organizations use to build their own clinical AI agents. Our mission is to make excellent care accessible to every patient, not rationed by the limits of clinician time.
Underneath our platform is the Health World Model, which unifies a health system’s data into a living, event-level record of every patient’s care. On top of it, agents handle work across the patient journey, from intake and scheduling to medication management and clinical decision support.
Our agents have supported more than 10 million patient encounters and are on track to grow tenfold this year. We run natively on Databricks, integrate with every major EHR, and are backed by Madrona, General Catalyst, and Optum Ventures. We’re about 35 people, working in person in New York and San Francisco.
As a Senior Full Stack Engineer at Concurrence, you'll build the applications that clinical teams, researchers, and customers use every day: real-time oversight of live agent conversations, natural language research over healthcare data, and tools for designing agent behavior without code. You'll own features end to end, from the database to the UI, in systems that handle sensitive patient data. The bar for correctness and reliability is high.
Building real-time interfaces for clinical oversight of live agent conversations
Owning a feature end to end, from schema to API to UI
Designing tools that let non-engineers shape agent behavior safely
Making healthcare data explorable through natural language
Hardening the reliability and performance of applications clinicians depend on
Working with designers, clinicians, and customers to get the details right
You've shipped production full-stack features end to end and owned the outcome
You're strong across the stack, from data modeling and APIs to modern front-end work
You sweat correctness and reliability, especially where sensitive data is involved
You have good product instincts and care how things feel to use
You're low ego, direct, and hold yourself to a high bar
You can work on site in New York City or San Francisco
Experience in a regulated or critical, low margin for error domain (healthcare, finance, legal)
Experience and familiarity with WebSockets, SSE client and server implementations
Background with design systems or complex UI state
Experience with production AI or ML products
Health & Wellness
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
Patients Win, We Win
If patients aren't getting better care, we haven't earned the right to scale. Every internal decision gets pressure-tested: does this make patients' lives better? If we can't draw the line, we question why we're doing it.
High Standards, High Care
We hold a high bar for the team because patients are counting on us to get this right. But high standards only work with genuine investment in each other. You can take risks, admit mistakes, and challenge ideas. Not despite our standards, but because of them.
Thoughtful Urgency
We move fast by default, but speed without judgment is recklessness. The discipline is knowing which decisions are reversible vs. not. In healthcare AI, the companies that win will be fast everywhere they can be and careful everywhere they must be. We build the muscle to do both.
Intensely Measured
We instrument patient outcomes, provider ROI, system performance, and clinical accuracy. But data without action is surveillance. Every metric should have an owner, a threshold, and a response plan. If we're measuring something but never acting on it, we stop measuring it.
Low ego: Politics and territory don't interest you. The best ideas win, regardless of who has them.
Direct: You say the hard thing, challenge ideas openly, and commit fully once decided.
High agency: You thrive on trust rather than instruction. When you see something is broken, you fix it. You don’t file tickets and wait for someone else.
Bar of excellence: You hold yourself to a bar most people wouldn't, and you want teammates who do the same.
Skeptical: You push back on rules that don’t make sense and question assumptions that haven’t earned their place.
Skills Required
- 4+ years of production full-stack engineering experience
- Strong React/TypeScript skills with modern patterns
- Experience building Python backend services and REST APIs
- Deep understanding of real-time systems
- Experience with relational databases and query optimization
- High standards for code quality and system reliability
Concurrence Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Concurrence and has not been reviewed or approved by Concurrence.
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Healthcare Strength — Health coverage is described as comprehensive, including medical, dental, and vision insurance alongside mental health resources, FSAs, wellness coaching, and a flexible wellness stipend.
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Equity Value & Accessibility — Equity is prominently included in offers, with company equity and an employee stock purchase plan highlighted across role listings.
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Leave & Time Off Breadth — Time-off policies include flexible or unlimited PTO, paid sick days, holidays, and additional wellness or birthday days.
Concurrence Insights
What We Do
Concurrence is the data and AI platform healthcare organizations use to build their own clinical AI agents. Our platform unifies healthcare data into a living, event-level record of each patient's care and enables organizations to build agents across the patient journey, from intake and scheduling to medication management and clinical decision support. We are backed by Madrona, General Catalyst, and Optum Ventures, with a team working in person in New York City and San Francisco.
Why Work With Us
We build software that runs inside health systems and touches patient care. Engineers own problems from initial brief through production, working directly with customers and clinicians. Our team works in person in New York City and San Francisco. We value low ego, direct communication, high agency, and a high bar for craft.
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