Aledade, Inc.Remote
Technical Product Manager - AI Platform, Remote
United States
Full-time
3 days ago
H1B Sponsor Likely
Key skills
Product management experienceArtificial intelligence knowledgeMachine learning technologiesAgile methodologyData engineering principlesAPIscloud infrastructureSolution designUser story writingStakeholder engagementClinical data literacyCommunication skillsAIArtificial IntelligenceMachine LearningMLGenerative AILLMLarge Language ModelsMLOpsData EngineeringDatabricksAWSAzureGCPSaaSJiraAgileLeadershipProduct Management
About this role
Aledade, Inc. is dedicated to transforming value-based care through innovative technology. They are seeking a Technical Product Manager for their AI Platform team to define and deliver the roadmap for AI capabilities that support both internal stakeholders and external products, while collaborating closely with engineers and clinical leadership to improve care quality for millions of patients.
Responsibilities:
- 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 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 descriptions of business rationale, requirements, and success criteria 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 exploration of user feedback, healthcare records, and validation data to validate model performance
Requirements:
- 6+ years of product management experience in technology, technology-enabled services, or SaaS
- Strong understanding of artificial intelligence and/or machine learning technologies
- Experience using data and primary research to inform solution design and build business understanding
- Familiarity with Agile teams, Jira, and the software development lifecycle
- Knowledge of APIs, DevOps, enterprise software development, and cloud infrastructure (e.g., Databricks, AWS, GCP, Azure)
- Understanding of data engineering principles
- Ability to communicate technical trade-offs to non-technical stakeholders
- Skilled at translating ambiguous product requirements into a technical roadmap
- Experience leading AI/ML platform products and scaling platforms vertically and horizontally
- Track record of building and launching AI/ML platforms, tools, or internal services
- Deep knowledge of AI/ML product lifecycle, MLOps, and scalable AI infrastructure (training, deployment, monitoring, observability, reliability)
- Experience with large language models (LLMs) and generative AI technologies, including prompt engineering strategies and VLMs
- Background as a data scientist or backend engineer
- Fluency in translating technical concepts into value propositions and storytelling for diverse stakeholders
- Clinical Data Literacy: Familiarity with EHR data, Claims, or population health datasets
- Experience in healthcare technology environments, particularly physician-facing products or work with clinical datasets (EHR, Claims, Population Health datasets)