remote
Machine Learning Product Manager
Machine Learning Product Manager
As a Machine Learning Product Manager, you will lead the full lifecycle of ML and LLM platform workstreams, partnering with business owners to define vision and requirements. You will drive solution design, develop roadmaps, and ensure the optimization of live user workflows through data-driven insights.
About the role
About the Role
As a Machine Learning Product Manager, you will play a crucial role in shaping the vision and execution of our ML and LLM platform workstreams. You will partner with business owners and internal teams to understand requirements, design solutions, and drive the development of innovative capabilities.
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 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.
Skills
MLLlmdata ingestiontrainingDeploymentdata explorationmodel performance