机器学习科学家（所有级别）
Machine Learning Scientist (All Levels)
关于 Abridge
Abridge 于 2018 年成立，使命是推动医疗领域的深入理解。我们的 AI 驱动平台专为医疗对话设计，提升临床文档效率，同时让临床医生专注于最重要的事情——他们的患者。
我们的企业级技术能够实时将患者与医生的对话转化为结构化临床记录，并深度集成电子病历系统。依托 Linked Evidence 和我们专为医疗领域打造、可审计的 AI，我们是唯一一家将 AI 生成的摘要映射到真实数据的公司，帮助医护人员快速信任并验证输出结果。作为医疗领域生成式 AI 的先驱，我们正在为 AI 在医疗系统中的负责任部署设定行业标准。
我们是一支不断壮大的团队，成员包括执业医生、AI 科学家、博士、创意人员、技术人员和工程师，大家齐心协力赋能人们，让医疗更有意义。我们设有位于旧金山 Mission District、纽约 SoHo 和匹兹堡 East Liberty 的办公室。
职位描述
从转录医疗对话到提供关键要点，我们在机器学习研究方面的开创性工作使 Abridge 的体验成为可能。我们目前正寻找具有机器学习和自然语言处理经验的研究科学家。理想的候选人应具备技术能力，精通基础模型，对医疗领域有真正的兴趣，并拥有强大的批判性思维能力。在 Abridge，所有的 ML 工作都有很强的研究成分，所有研究科学家都会直接参与影响医生生活的实际产品。
你将负责
- 在医学 NLP 领域推进最先进技术，包括对话摘要、证据提取、结果预测、评估技术和实验。
- 通过分享和发表原创研究成果，积极为更广泛的研究社区做出贡献。
- 参与定义重要问题，确定合适的基线，开发最先进的方法，并将其投入生产。
- 深入分析来自临床医生的实时反馈，以指导进一步的优化和创新。
- 面对模糊的问题和不确定的结果时，保持结果导向。
你将带来的能力
- 强大的研究背景，通过论文和电气工程、计算机科学、数学等领域的硕士或博士学位体现
查看英文原文
ABOUT 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 purpose-built, 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 the responsible deployment of AI across health systems.
We are a growing team of practicing MDs, AI scientists, PhDs, creatives, technologists, and engineers working together to empower people and make care make more sense. We have offices located in the Mission District in San Francisco, the SoHo neighborhood of New York, and East Liberty in Pittsburgh.
THE ROLE
From transcribing medical conversations to delivering key takeaways, our trailblazing work in machine learning research makes the Abridge experience possible. We're currently looking to hire research scientists with experience in machine learning and natural language processing. The ideal candidate will bring technical mastery, fluency with foundation models, genuine interest in the medical domain, and strong critical thinking skills to the role. At Abridge, all of our ML work has a strong research component, and all of our research scientists contribute directly to real products that impact the lives of doctors.
WHAT YOU'LL DO
- Advance the state of the art in medical NLP, in areas including conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
- Actively contribute to the wider research community by sharing and publishing original research
- Help to define important problems, identify appropriate baselines, develop state-of-the-art methods, and ship them into production.
- Dial deeply into real-time feedback from clinicians to guide further refinements and innovations
- Be results-oriented in the face of ambiguous problems and uncertain outcomes
WHAT YOU'LL BRING
- Strong research background, as demonstrated through papers and a graduate degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or equivalent experience.
- High-impact publications at peer-reviewed AI conferences (e.g. ACL, COLM, EACL, NAACL, NeurIPS, ICML, ICLR, Interspeech, ICASSP, SLT, MLHC, ML4H).
- Significant real-world impact, as demonstrated through open source contributions and deployed technology.
- Strong programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production.
- Experience with deep learning libraries (e.g. PyTorch, Jax, Tensorflow) and platforms, multi-GPU training, and statistical analyses of observational and experimental data.
We value people who are eager to learn new things and recognize that great team members might not perfectly match a job description. If you’re interested in the role but aren’t sure whether or not you’re a good fit, we’d still like to hear from you.
Must be willing to work from our SF office at least 3x per week
This position requires a commitment to a hybrid work model, with the expectation of coming into the office a minimum of (3) three times per week. Relocation assistance is available for candidates willing to move to San Francisco.
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 mission is clear: to power deeper understanding in healthcare. We’re driving real, lasting change, with millions of medical conversations processed each month.
Joining Abridge means stepping into a fast-paced, high-growth startup where your contributions truly make a difference. Our culture requires extreme ownership—every employee has the ability to (and is expected to) make an impact on our customers and our business.
Beyond individual impact, you will have the opportunity to work alongside a team of curious, high-achieving people in a supportive environment where success is shared, growth is constant, and feedback fuels progress. At Abridge, it’s not just what we do—it’s how we do it. Every decision is rooted in empathy, always prioritizing the needs of clinicians and patients.
We’re committed to supporting your growth, both professionally and personally. Whether it's flexible work hours, an inclusive culture, or ongoing learning opportunities, we are here to help you thrive and do the best work of your life.
If you are ready to make a meaningful impact alongside passionate people who care deeply about what they do, Abridge is the place for you.
HOW WE TAKE CARE OF ABRIDGERS:
- Generous Time Off: 14 paid holidays, flexible PTO for salaried employees, and accrued time off for hourly employees
- Comprehensive Health Plans: Medical, Dental, and Vision coverage for all full-time employees and their families.
- Generous HSA Contribution: If you choose a High Deductible Health Plan, Abridge makes monthly contributions to your HSA.
- Paid Parental Leave: Generous paid parental leave for all full-time employees.
- Family Forming Benefits: Resources and financial support to help you build your family.
- 401(k) Matching: Contribution matching to help invest in your future.
- Personal Device Allowance: Tax free funds for personal device usage.
- Pre-tax Benefits: Access to Flexible Spending Accounts (FSA) and Commuter Benefits.
- Lifestyle Wallet: Monthly contributions for fitness, professional development, coworking, and more.
- Mental Health Support: Dedicated access to therapy and coaching to help you reach your goals.
- Sabbatical Leave: Paid Sabbatical Leave after 5 years of employment.
- Compensation and Equity: Competitive compensation and equity grants for full time employees.
- ... and much more!
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.
We're committed to providing reasonable accommodations throughout the interview process. Once you submit your application, we'll follow up with details on how to request an accommodation for interviewing, completing any assessments, or otherwise participating in the selection process.
STAYING SAFE - PROTECT YOURSELF FROM RECRUITMENT FRAUD
We are aware of individuals and entities fraudulently representing themselves as Abridge recruiters and/or hiring managers. 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 http://abridge.com email address. You can learn more about how to protect yourself from these types of fraud by referring to this article https://consumer.ftc.gov/consumer-alerts/2023/05/scammers-are-hijacking-job-ads-heres-how-spot-fakes. Please exercise caution and cease communications if something feels suspicious about your interactions.