Aledade
Healthcare
PrincipalTechnicalProductManager-AIPlatform
Neural analysis suggests this role is
optimal for Senior candidates.
“Principal Technical Product Manager - AI Platform at Aledade. Skills: AI Platform, Machine learning, MLOps. Cultivate shared vision. Articulate perspective”
What You'll Achieve.
Improve quality of care; Improve cost of care
Industry & Context.
Use data to test hypotheses
Sitting for prolonged periods, Extensive computer use
What They're Looking For.
Must Have
12+ years of experience in product management, Robust understanding of AI and/or machine learning, Experience using data and primary research, Experience with Agile teams, Jira experience, Understanding of APIs, Understanding of DevOps, Understanding of enterprise software development, Understanding of cloud infrastructure, Understanding of data engineering principles, Ability to communicate technical tradeoffs, Ability to translate ambiguous product requirements
Nice to Have
Experience working on AI/ML Platform team, Experience building platform to scale, Track record of building AI/ML platforms, Deep understanding of AI/ML product lifecycle, Experience with MLOps, Experience with scalable AI infrastructure, Experience with LLMs, Experience with generative AI technologies, Experience with prompt engineering, Experience with VLMs, Experience as data scientist, Experience as backend engineer, Ability to translate technical concepts, Storytelling skills, Experience in healthcare technology, Experience with physician-facing products, Experience with clinical datasets
What You'll Do.
Cultivate shared vision
Articulate perspective
Advocate for perspective
Lead ML platform workstreams
Lead LLM platform workstreams
Develop understanding of requirements
Perform solution design
Use data to test hypotheses
Support teams throughout execution
Write detailed user stories
Develop short roadmaps
Develop long roadmaps
Mature proofs of concept
Perform hands-on exploration
Validate model performance
How You'll Work.
Team & Collaboration
Cross-functional teams; AI engineers; Data scientists; Clinical leadership; Internal teams; End users; AI Researchers
Communication Scope
Communicate technical tradeoffs
Process & Methodology
Agile, Roadmap planning
Full Job Description
## Description Aledade is dedicated to transforming value based care through innovative technology. Our AI Platform team is at the forefront, building the foundation 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 Principal Technical Product Manager on the AI Platform team, you will be instrumental in defining and delivering the roadmap to drive the execution and scale of our AI 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 develop production grade systems that support reliable interference pipelines across millions of patient records. Your contributions will help improve quality and cost of care for over 2 million patients who are treated by Aledade providers. ## Primary Duties Work with product, engineering, and teams 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 prod
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