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Open | Cloud-Native | Purpose-Built for Science
Senior Product Manager – Model Hosting Infrastructure
Location
United States
Posted
137 days ago
Salary
0
Seniority
Senior
Job Description
Senior Product Manager – Model Hosting Infrastructure
TetraScience
• Dual Service Strategy (Inference & Training): Define the roadmap for two core service pillars: • Training Services: Orchestrating elastic, cost-optimized compute (GPU/CPU) for model training and experiment tracking. • Inference Services: Managing the deployment of models into high-availability, low-latency API endpoints. • Ease of Development & Deployment: Radicalize the user experience for ML Engineers. You will build self-service "push-button" deployment workflows that abstract away the complexity of Kubernetes and cloud networking. • Lineage & Reproducibility: Ensure every model has a clear "paper trail." You will define how we capture the lineage between data versions, training code, and production artifacts—a critical requirement for Biopharma compliance. • Observability & Governance: Build the tools to monitor model health in production. This includes infrastructure-level metrics (latency/memory) and model-level observability (drift/performance) to ensure system reliability. • Technical Stakeholder Engagement: Partner with Scientific IT and Platform Engineering to ensure our services integrate seamlessly with existing enterprise identity (IAM) and security frameworks. • Backlog & Execution: Act as the "CEO of the Service," translating complex infrastructure needs into clear, actionable epics and user stories for a high-performing engineering team.
Job Requirements
- 7+ years of Technical Product Management experience, specifically within cloud infrastructure, backend services, or developer platforms.
- Deep understanding of the ML Lifecycle: You should be intimately familiar with the infrastructure requirements for both model training (e.g., job scheduling, distributed compute) and inference (e.g., autoscaling, REST/gRPC APIs).
- Infrastructure Fluency: Strong background in container orchestration (Kubernetes), cloud providers (AWS/Azure), and CI/CD pipelines.
- Platform Mindset: A track record of building "internal products" or APIs where the primary customer is a developer or a data scientist.
- Education: Bachelors or Masters degree in Computer Science, Engineering, or a related technical field.
Benefits
- 100% employer-paid benefits for all eligible employees and immediate family members
- Unlimited paid time off (PTO)
- 401K
- Flexible working arrangements - Remote work
- Company paid Life Insurance, LTD/STD
- A culture of continuous improvement where you can grow your career and get coaching
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