高级数据科学家
Senior Data Scientist
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而设计，提高临床文档效率的同时，让临床医生专注于最重要的事情——他们的患者。
我们企业级的技术能够实时将患者与临床医生的对话转化为结构化临床笔记，并深度集成电子病历系统。依托 Linked Evidence 和我们专为审计设计的 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，帮助提供者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、技术专家和工程师，共同致力于赋能人们，让医疗更有意义。我们在旧金山的使命区、纽约苏荷区和匹兹堡东区设有办公室。
职位描述
我们的生成式 AI 驱动产品正在革新医学实践，我们正在寻找一位高度积极的高级数据科学家加入我们不断壮大的美国数据科学团队。你的工作将对产品策略产生重要影响，直接影响医疗专业人员如何与患者数据互动。你将参与 Abridge 的全部产品组合，与产品、工程、科学、商业和财务团队合作，通过数据驱动决策。
你将负责
- 通过收集、清洗和分析内部和外部数据，提取有意义的洞察，识别与我们的业务和产品相关的趋势和模式。
- 确保对我们的 AI 生成流程有端到端的可见性和理解，从内部质量指标到生产环境中的自动化评估。
- 调查并通过数据运营监控、工具和报告发现的问题，并进行纠正。
- 用户行为建模：通过分析用户交互、参与度指标、转化漏斗等，识别用户模式和洞察，用于产品改进和功能开发。数据驱动的用户参与度和留存率提升至关重要。
- A/B 测试：设计并分析 A/B 测试，以评估产品功能和设计变更的效果。
- AI 模型评估：设计并分析评估我们 AI 模型的指标，指导团队进行模型优化。
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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
Our generative AI-powered products are revolutionizing the practice of medicine, and we’re looking for a highly motivated Senior Data Scientist to join our growing US-based Data Science team. Your work will be instrumental in driving product strategy, directly influencing how healthcare professionals engage with patient data. You’ll work across Abridge’s full product portfolio, partnering with product, engineering, science, commercial and finance teams to drive decisions with data.
WHAT YOU'LL DO
- Extract meaningful insights and identify trends and patterns relevant to our business and product, by collecting, cleaning, and analyzing internal and external data.
- Ensure end-to-end visibility and understanding of our AI generation pipelines, from internal quality metrics to automated assessment in production.
- Investigate and correct issues identified through data operations monitors, tools, and reports.
- User Behavior Modeling: Identify user patterns and insights by analyzing user interactions, engagement metrics, funnel analysis, etc. for product improvement and feature development. It is critical for data to drive increased user engagement and retention.
- A/B Testing: Design and analyze A/B tests to evaluate the effectiveness of product features and design changes.
- AI model evaluation: Design and analyze metrics to evaluate our AI models, guide the team on gaps in evaluation processes, and drive solutions to improve measurable outcomes.
- Collaboration with Product Teams: Work closely with product managers, designers, and engineers to translate data insights into product priorities.
- Serve as a domain expert for the business context of our analytics data, sharing your understanding of the assumptions and limitations of our business metrics.
- Continually enhance our understanding of the business and product, by identifying and filling gaps in our data sources. This includes working closely with multidisciplinary teams such as product, engineering, partner success, and the executive team.
WHAT YOU'LL BRING
- 8+ years using Python, R, SQL for analytics
- 5+ years in product-facing roles, driving product outcomes through A/B testing, defining aggressive project and company-level goals, and helping teams achieve them.
- Experience with data visualization tools, both BI tools (e.g. Tableau, Looker, Sigma) and code-based tools (e.g. Seaborn, ggplot2)
- Excellent communicator capable of effectively delivering quantitative findings to non-technical stakeholders in a clear and compelling fashion.
- Comfort building data capabilities from the earliest stages through rapid growth, including interfacing closely with data engineering and machine learning
Bonus
- Knowledge of healthcare settings, electronic health records (EHR), and healthcare billing are all a plus
Must be willing to work from our SF or NYC 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.
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.
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.