Product Manager, Data Science and Machine Learning

Accompany Health is on a mission to give patients with complex needs the dignified, high-quality care they deserve but rarely receive. A primary, behavioral, and social care provider, Accompany Health walks alongside patients for their entire care journey, offering at-home and virtual care, as well as 24/7 support. Partnering with innovative payors, Accompany Health is powered by remarkable care teams, elegant technology, and a commitment to evidence-based practice. 

We build long-term relationships with our patients so they know, without question, that our team is here for them day or night, year after year. We focus on the health outcomes most important to our patients to make it clear that they lead the way.

To achieve our mission, we collaborate with community-based organizations, local providers, and health plans. Led by our empathetic care teams, guided by proven care models, and powered by our own technology, we deliver a level of service that our communities rightfully deserve but rarely receive. 

While our headquarters is in Bethesda, MD, our teams are distributed across the country.  If you’re eager to make a tangible difference in people’s lives, to help correct long-standing disparities in health care, join us. 

About the role:

We are seeking a Data Science & Machine Learning Product Manager to lead the development and scaling of data-driven products that power Accompany Health’s mission. This role sits at the intersection of data science, clinical operations, and product strategy—translating complex technical capabilities into practical solutions that improve patient outcomes and empower our care teams.

You will partner closely with our data science and machine learning team, clinical and operations teams, and the rest of the product team to define product vision, prioritize initiatives, and deliver AI/ML products that are safe, effective, and impactful.

Current and upcoming initiatives include:

-Patient segmentation for utilization risk and engagement personas

-AI copilots to support clinicians and community health workers with guideline reinforcement and SDOH workflows

-NLP models to extract insights from unstructured clinical notes (e.g., conditions, care team structures, treatment history)

-Predictive models to personalize patient engagement and improve adherence

• Essential Functions:
• Product Roadmapping: Define the roadmap for data science and machine learning products, aligning with Accompany Health’s mission and clinical priorities
• Collaboration: Partner with data scientists, engineers, clinical and operations leadership teams to design and implement ML-powered workflows and tools
• Translation & Communication: Act as the bridge between technical teams and frontline staff, ensuring models are interpretable, clinically relevant, and actionable
• Lifecycle Management: Own the end-to-end product lifecycle for ML solutions—from ideation, requirements, and prototyping to testing, deployment, and iteration
• Evaluation & Impact: Establish success metrics for ML products and work with analytics and clinical leaders to evaluate effectiveness and drive continuous improvement
• Compliance & Safety: Ensure ML products adhere to ethical standards, regulatory requirements, and patient safety guidelines
• Performs other duties as assigned

• You approach work with humility and a desire to grow in a mission-driven, startup environment
• You are eager to learn about the needs of clinicians, patients, and technical teams
• You communicate clearly and take pride in your documentation and follow-through
• You’re comfortable asking questions and raising risks or blockers to your team
• You are curious, adaptable, and ready to support a wide range of team activities as needs evolve

• Required 
• 3+ years of product management experience, ideally in data science, machine learning, or healthcare technology
• Strong understanding of ML concepts (e.g., NLP, predictive modeling, risk stratification) and ability to collaborate effectively with technical teams
• Familiarity with healthcare data (claims, EMR/EHR, SDOH), clinical workflows, and regulatory considerations
• Ability to balance long-term vision with practical, incremental product delivery
• Exceptional ability to translate complex technical ideas into clear, user-centered product decisions for clinical and non-technical stakeholders
• Passion for advancing health equity and improving care for underserved populations

• Preferred 
• Experience in clinical decision support, population health management, or care coordination technology
• Exposure to healthcare compliance frameworks (HIPAA, HITRUST, etc.)
• Background in data science, engineering, or a technical field

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For Patient Facing Roles

To keep our patients, communities and each other safe, you'll be required to comply with Accompany Health’s medical clearance requirements, including completing a TB screen and providing proof of immunity or vaccination for certain conditions. This is a condition of employment, and we make exceptions as required by law. Accommodation for religious and medical beliefs will be provided on a case by case basis.

We embrace diversity and believe it creates a healthier atmosphere:  Accompany Health is an Equal Employment Opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin, protected veteran status, disability status, sexual orientation, gender identity or expression, marital status, genetic information, or any other characteristic protected by law.