Abridge
Abridge was founded in 2018 with the mission of powering deeper understanding in healthcare. Our AI‑powered platform was purpose‑built for medical conversations, improving clinical documentation efficiencies while enabling clinicians to focus on what matters most— their patients. Our enterprise‑grade technology transforms patient‑clinician conversations into structured clinical notes in real time, with deep EMR integrations. Powered by Linked Evidence and our auditable AI, we are the only company that maps AI‑generated summaries to ground truth, helping providers quickly trust and verify the output. As pioneers in generative AI for healthcare, we are setting the industry standards for responsible deployment of AI across health systems.
The Role
As an AI Platform Engineer, you will collaborate closely with a cross‑functional team of researchers, clinical scientists, and product engineers. You will design and build the runtime, orchestration engine, and evaluation platform for agentic orchestration and LLM‑driven workflows.
What You’ll Do
- Design and build GenAI systems that turn LLMs into composable, dependable tools—leveraging retrieval, tool use, agentic reasoning, and structured outputs.
- Design and implement a highly reliable and scalable agent runtime, including orchestration, shared state and memory, tool‑calling interfaces, and scheduling for cost, latency, and quality.
- Build secure, sandboxed execution for agent actions and code; optimize cold start, isolation, and observability.
- Ship unified interfaces for multiple model sizes and providers; integrate with open tool ecosystems such as MCP‑style connectors for data and actions.
- Develop an evaluation platform for online and offline assessments, A / B tests, safety checks, and regression gates that improve agent reliability over time.
- Partner with Research to deliver new agent capabilities end to end—from prototype to production.
What You’ll Bring
Experience building agent applications with tool‑calling, context engineering, or open connector integrations.Fluency with LLM APIs, prompting strategies, and orchestration patterns (e.g., LangChain, LlamaIndex, or custom pipelines).Experience with retrieval systems (semantic and lexical retrieval, vector DBs, efficient kNN), function calling, tool use, or agentic workflows.Strong coding skills in one or more of : Python, Java, Go; comfortable with service design, APIs, and data models for high‑throughput systems.Working knowledge of containers and Kubernetes concepts; familiarity with metrics, tracing, on‑call rotations, and incident response practices.Self‑motivated with a willingness to take ownership.Strong communication skills and ability to work collaboratively in a team environment.Bonus Points If…
Prior work on agent orchestration pipelines : task routing, planning, memory graphs, vector search, or browser automation.Experience with evaluations, preference optimization, or RL to improve LLM reliability.Why Work at Abridge?
At Abridge, we’re transforming healthcare delivery experiences with generative AI, enabling clinicians and patients to connect in deeper, more meaningful ways. Our culture requires extreme ownership—every employee is expected to make an impact on customers and our business. Beyond individual impact, you will work alongside a team of curious, high‑achieving people in a supportive environment where success is shared, growth is constant, and feedback fuels progress.
Benefits
Generous Time Off : 13 paid holidays, flexible PTO for salaried employees, and accrued time off for hourly employees.Comprehensive Health Plans : Medical, Dental, and Vision plans for all full‑time employees; 100% premium for you and 75% for dependents.Paid Parental Leave : 16 weeks paid parental leave for full‑time employees.401(k) and Matching : Contribution matching to help invest in your future.Pre‑tax Benefits : Flexible Spending Accounts (FSA) and Commuter Benefits.Learning and Development Budget : Yearly contributions for coaching, courses, workshops, conferences.Sabbatical Leave : 30 days paid after 5 years of employment.Compensation and Equity : Competitive compensation and equity grants for full‑time employees.Equal Opportunity Employer
Abridge is an equal‑opportunity employer and considers all qualified applicants equally without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran status, or disability.
Staying Safe—Protect Yourself from Recruitment Fraud
We are aware of individuals and entities fraudulently representing themselves as Abridge recruiters. Abridge will never ask for financial information or payment, or for personal information such as bank account number or social security number during the job application or interview process. Any emails from the Abridge recruiting team will come from an @abridge.com email address. Learn more about how to protect yourself from these types of fraud by referencing the article linked on the page.
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