Director, Product Management - AI/ML, Core Product

The Role

Abridge’s ability to deliver the most accurate, personalized, and clinically useful notes is the foundation of our product strategy. Note quality determines clinician trust and our right to expand into more workflows. This role will be responsible for the quality and level of personalization around all notes.

The Note Generation group sits at the center of this mission. It owns the models that power documentation, the evaluation systems that measure quality at scale, and the specialty and workflow engines that ensure our output matches how clinicians practice across diverse settings.

We are hiring a product leader to lead the product vision, strategy, and execution for Note Generation. You will manage a team of PMs and partner closely with engineering, ML, design, clinical leaders, and our specialty councils. You will set the bar for note quality, guide our model and evaluation roadmap, and ensure we deliver the table stakes and differentiated capabilities required to win the market.

What You’ll Do

• Lead AI product strategy for Note Generation. Define the long term strategy for Abridge’s core note models and evaluation stack.
• Oversee the evaluation platform and measurement systems. Build a world class note quality evaluation system across human annotation, LLM judges, automated backtesting, and in production analytics. Partner with ML and engineering to ensure reliable benchmarks, continuous validation, and fast iteration cycles.
• Drive depth across specialties and clinical contexts. Own the specialty roadmap and ensure we prioritize specialties that drive adoption, revenue opportunities, or deeper defensibility. Ensure that specialty notes reflect clinical expectations, use the right terminology and structure, and match professional norms across care settings. Partner with clinical leaders to define gold standards and systematic approaches to specialty expansion.
• Lead and develop a team of PMs. Manage a team of product managers spanning models, quality, eval, and specialty workflow.
• Foster a culture of excellence, speed, and accountability.
• Cross functional leadership. Work closely with Engineering and ML leadership to align on architecture, model iteration schedules, evaluation methodologies, and system reliability. Partner with Product Design to define user control surfaces that leverage model outputs while keeping clinicians in control. Collaborate with customer facing teams to understand quality expectations and close the loop between real world feedback and model development.

What You’ll Bring

• 7 to 10+ years of product management experience with significant ownership of ML powered products or platform systems.
• Experience managing PMs and leading high performance product teams.
• Deep understanding of how to measure and improve model quality, including evaluation frameworks, annotation pipelines, and benchmark design.
• Strong technical fluency across ML, data pipelines, and distributed systems.
• Experience working closely with ML researchers and engineers to drive impact in production.
• Ability to balance long term architectural investments with near term quality improvements.
• Strong communication skills and the ability to translate complex technical concepts into clear decisions and narratives.
• A track record of delivering high quality products in domains where accuracy, reliability, and trust are paramount.

Bonus Points If…

• You have experience building evaluation platforms, ML observability systems, or quality measurement pipelines.
• You have worked in clinical, healthcare, or regulated environments with high bar for accuracy and compliance.
• You have overseen specialty specific or domain specific model adaptations.
• You have worked on personalization systems, context ingestion frameworks, or ambient intelligence products.
• You have experience shipping large scale ML products with human in the loop workflows.

Location Office: Hybrid- SF

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 EmployerAbridge 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 provide reasonable accommodations throughout the interview process. If you need reasonable accommodation in applying, interviewing, completing any assessment or otherwise participating in the employee selection process, please contact us at accommodations@abridge.com

Staying safe - Protect yourself from recruitment fraudWe 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 email address. You can learn more about how to protect yourself from these types of fraud by referring to this article. Please exercise caution and cease communications if something feels suspicious about your interactions.