Product Lead, AI/ML

Responsibilities

• Drive AI product strategy and execution within Note Generation, shaping the roadmap for core note models and evaluation stacks.
• Contribute to the evaluation platform by building world-class measurement systems involving human annotation, LLM judges, and automated backtesting.
• Drive depth across clinical specialties to ensure note outputs reflect professional norms, correct terminology, and specific clinical contexts.
• Partner closely with engineering and ML teams to align on architecture, model iteration schedules, and system reliability.
• Collaborate with product design to define user control surfaces that leverage model outputs while keeping clinicians in control.

Requirements

• 5 to 8 years of product management experience with significant ownership of ML-powered products or platform systems.
• Deep understanding of model evaluation frameworks, annotation pipelines, and benchmark design.
• Strong technical fluency in ML, data pipelines, and distributed systems.
• Proven experience working closely with ML researchers and engineers to drive production impact.
• Ability to balance long-term architectural investments with near-term quality improvements.
• Track record of delivering high-quality products in domains where accuracy and trust are paramount.

Preferred Qualifications

• Experience building evaluation platforms, ML observability systems, or quality measurement pipelines.
• Background in clinical, healthcare, or highly regulated environments.
• Experience with specialty-specific model adaptations or personalization systems.
• Experience shipping large-scale ML products featuring human-in-the-loop workflows.

Benefits

• Competitive compensation ($250K – $290K) and equity offers.
• Comprehensive health plans (Medical, Dental, Vision) for employees and families.
• Flexible PTO and 14 paid holidays.
• 401(k) matching and HSA contributions.
• Paid parental leave and family forming benefits.
• Lifestyle Wallet for fitness, professional development, and coworking.
• Mental health support and paid sabbatical leave after 5 years.

About the Company

Abridge is an AI-powered healthcare platform purpose-built for medical conversations. Our technology transforms patient-clinician interactions into structured clinical notes in real-time, helping clinicians focus on their patients while improving documentation efficiency. We are pioneers in generative AI for healthcare, setting industry standards for responsible, auditable AI deployment.