Job description

Aledade is dedicated to transforming value-based care through innovative technology. Our AI Platform team is at the forefront, building the foundational tools, services, and infrastructure that empower internal product teams to seamlessly integrate cutting-edge AI capabilities into Aledade’s products and develop powerful internal AI solutions. As a Senior Technical Product Manager on the AI Data Platform team, you will be instrumental in defining and delivering the roadmap to drive the execution and scale of our AI Data Platform that supports internal stakeholders and external AI products. You’ll work at the intersection of machine learning systems, data engineering, and applied healthcare AI, partnering closely with AI engineers, data scientists, and clinical leadership to deliver production-grade agentic retrieval and context graph solutions that enable LLM-powered tools to find and use relevant data to support value-based care workflows. Your contributions will help improve quality and cost of care for over 2 million patients who are treated by Aledade providers. Primary Duties: Partner with business owners to cultivate a shared vision for the problem space, constraints, priorities and ideal end state, and be able to articulate and advocate for this perspective. Lead the full lifecycle of ML and LLM platform workstreams; from data ingestion, training, and deployment to the ongoing optimization of live user workflows based on performance metrics and feedback Work with internal teams and end users to develop a deep understanding of requirements, perform thoughtful solution design, use data to test hypotheses, and support teams throughout execution. Write detailed user stories for new features, capturing detailed descriptions of business rationale, requirements, and success criteria that are defined by measurable outcomes. Develop short- and long-term roadmaps that deliver maximum value with minimum risk and assume ongoing iteration. Partner with AI Researchers to mature proofs-of-concept into production-ready capabilities. Perform hands-on exploration of user feedback, healthcare records and validation data to validate model performance. Minimum Qualifications: 8+ years of product management experience in technology, technology-enabled services industry, or a SaaS product. Robust understanding of artificial intelligence and/or machine learning, and related technologies. Experience using data and primary research to inform solution design and build internal business understanding. Experience with Agile teams, Jira, and understanding of the software development lifecycle Strong understanding of APIs, DevOps, enterprise software development, cloud infrastructure (databricks/AWS/GCP/Azure), and data engineering principles. Exceptional ability to communicate technical trade-offs to non-technical stakeholders. Comfortable with translating ambiguous product requirements into a technical roadmap Preferred Knowledge, Skills and/or Abilities: Experience working on or leading products for an AI/ML platform team and building a platform to scale vertically and horizontally. Proven track record of building and launching AI/ML platforms, tools, or internal services that enable other product teams. Deep understanding of the AI/ML product lifecycle, MLOps, and scalable AI infrastructure (e.g., model training, deployment, monitoring, observability, reliability). Experience with large language models (LLMs) and generative AI technologies, including prompt engineering strategies and VLMs. Experience working as a data scientist or backend engineer. Strong ability to translate technical concepts and platform capabilities into value propositions and storytelling skills to communicate to diverse internal stakeholders. Clinical Data Literacy: Familiarity with EHR data, Claims, or population health datasets. Experience in a healthcare technology environment, including physician-facing products or working with clinical datasets (EHR data, Claims, Population Health datasets, etc). Physical Requirements: Sitting for prolonged periods of time. Extensive use of computers and keyboard. Occasional walking and lifting may be required. Who We Are: Aledade PBC, a public benefit corporation, exists to empower the most transformational part of our health care landscape - independent primary care. We were founded in 2014, and since then, we've become the largest network of independent primary care in the country - helping practices, health centers and clinics deliver better care to their patients and thrive in value-based care. Additionally, by creating value-based contracts across a wide variety of health plans, we aim to flip the script on the traditional fee-for-service model. Our work strengthens continuity of care, aligns incentives and ensures primary care physicians are paid for what they do best - keeping patients healthy. If you want to help create a health care system that is good for patients, good for practices and good for society - and if you're eager to join a collaborative, inclusive and remote-first culture - you've come to the right place. What Does This Mean for You? At Aledade PBC, you will be part of a creative culture that is driven by a passion for tackling complex issues with respect, open-mindedness and a desire to learn. You will collaborate with team members who bring a wide range of experiences, interests, backgrounds, beliefs and achievements to their work - and who are all united by a shared passion for public health and a commitment to the Aledade mission. In addition to time off to support work-life balance and enjoyment, we offer the following comprehensive benefits package designed for the overall well-being of our team members: Flexible work schedules and the ability to work remotely are available for many roles Health, dental and vision insurance paid up to 80% for employees, dependents and domestic partners Robust time-off plan (21 days of PTO in your first year) Two paid volunteer days and 11 paid holidays 12 weeks paid parental leave for all new parents Six weeks paid sabbatical after six years of service Educational Assistant Program and Clinical Employee Reimbursement Program 401(k) with up to 4% match Stock options And much more! At Aledade PBC, we don’t just accept differences, we celebrate them! We strive to attract, develop and retain highly qualified individuals representing the diverse communities where we live and work. Aledade is committed to creating a diverse environment and is proud to be an equal opportunity employer. Employment policies and decisions at Aledade are based on merit, qualifications, performance and business needs. All qualified candidates will receive consideration for employment without regard to age, race, color, national origin, gender (including pregnancy, childbirth or medical conditions related to pregnancy or childbirth), gender identity or expression, religion, physical or mental disability, medical condition, legally protected genetic information, marital status, veteran status, or sexual orientation.

Requirements

Must-haves

Partner with business owners to cultivate a shared vision for the problem space, constraints, priorities and ideal end state, and be able to articulate and advocate for this perspective.
Lead the full lifecycle of ML and LLM platform workstreams; from data ingestion, training, and deployment to the ongoing optimization of live user workflows based on performance metrics and feedback
Work with internal teams and end users to develop a deep understanding of requirements, perform thoughtful solution design, use data to test hypotheses, and support teams throughout execution.
Write detailed user stories for new features, capturing detailed descriptions of business rationale, requirements, and success criteria that are defined by measurable outcomes.
Develop short- and long-term roadmaps that deliver maximum value with minimum risk and assume ongoing iteration.
Partner with AI Researchers to mature proofs-of-concept into production-ready capabilities.
Perform hands-on exploration of user feedback, healthcare records and validation data to validate model performance.
8+ years of product management experience in technology, technology-enabled services industry, or a SaaS product.
Robust understanding of artificial intelligence and/or machine learning, and related technologies.
Experience using data and primary research to inform solution design and build internal business understanding.
Experience with Agile teams, Jira, and understanding of the software development lifecycle
Strong understanding of APIs, DevOps, enterprise software development, cloud infrastructure (databricks/AWS/GCP/Azure), and data engineering principles.
Exceptional ability to communicate technical trade-offs to non-technical stakeholders.
Comfortable with translating ambiguous product requirements into a technical roadmap
Experience working on or leading products for an AI/ML platform team and building a platform to scale vertically and horizontally.
Proven track record of building and launching AI/ML platforms, tools, or internal services that enable other product teams.
Deep understanding of the AI/ML product lifecycle, MLOps, and scalable AI infrastructure (e.g., model training, deployment, monitoring, observability, reliability).
Experience with large language models (LLMs) and generative AI technologies, including prompt engineering strategies and VLMs.
Experience working as a data scientist or backend engineer.
Strong ability to translate technical concepts and platform capabilities into value propositions and storytelling skills to communicate to diverse internal stakeholders.
Clinical Data Literacy: Familiarity with EHR data, Claims, or population health datasets.
Experience in a healthcare technology environment, including physician-facing products or working with clinical datasets (EHR data, Claims, Population Health datasets, etc).
Sitting for prolonged periods of time. Extensive use of computers and keyboard. Occasional walking and lifting may be required.

Nice-to-haves

None flagged.

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

aimachine learningllmmlagilejiraawsgcpazure

Platform: lever
Effort: quick

Benefits

Benefits detected in the listing.

Dental

Vision

401(K)

Pto

Parental Leave