Summary
What you’ll impact
The Technical Product Manager will own the roadmap and execution for Snorkel AI's Infrastructure organization, overseeing Core Services, Developer Experience, and Security pods. This internal platform role translates business and compliance needs into prioritized infrastructure projects, manages cross‑pod coordination, and drives adoption of shared services.
Responsibilities
What you'll do
- Develop a deep understanding of Snorkel AI's business, how the datasets are sold, and how should the platform be deployed, and scaled to support customers across AI labs, enterprise and federal and use that context to work closely with engineering leaders and product PMs to translate business scaling, security and functional needs into deployment patterns, and go-to-market requirements into concrete, prioritized projects for the Infrastructure org.
- Work with engineering leads to define quarterly roadmaps for Core Services (data platform, metrics platform, event systems, observability, fraud detection, infrastructure cost management, platform customization infrastructure, SDS project infrastructure), Developer Experience (CI/CD, release pipelines, dev systems, AI dev tooling), and Security (Auth0 migration, AuthN/AuthZ, cloud security, encryption).
- Make trade-off decisions when pods compete for shared resources or when new asks land mid-quarter.
- Be the interface between the Infrastructure org and its consumers: product engineering teams who depend on Dataset APIs, Platform APIs, and Packaging APIs; the data science and analytics teams who depend on Cascade and the transformation layer; GTM and customer success teams who surface compliance and security requirements from enterprise and federal customers.
- Translate customer compliance requirements (SOC 2, FedRAMP, GDPR) into concrete security and data governance work items with clear acceptance criteria.
- Proactively engage product PMs and engineering leads to ensure teams are leveraging infrastructure services, SDKs, and shared libraries (unified data access, event bus, security SDKs, CI/CD tooling) rather than building one-off solutions.
- Track adoption metrics, SDK integration coverage, service onboarding rates, migration completions, and identify teams that are lagging or working around infrastructure offerings.
- Close the loop by either driving adoption or feeding unmet requirements back into the roadmap.
- Drive initiatives that span multiple pods, such as the unified data access library (which touches Core Services for the library itself, Security for auth/RBAC/encryption enforcement, and Developer Experience for SDK distribution and testing tooling).
- Coordinate the event bus rollout across services, ensuring schema governance, consumer onboarding, and observability are sequenced correctly.
- Own the Auth0 migration program as a cross-functional deliverable that touches Security, Core Services, and every API team.
- Define and track key metrics across pods: data platform query latency, event bus propagation latency, CI pipeline duration, release rollback rate, security finding remediation time, encryption coverage, infrastructure cost per workload.
- Provide regular reporting to VP-level leadership on infrastructure org health, delivery status, and risk areas.
- Maintain a clear view of staffing gaps and make the case for headcount investments backed by roadmap impact.
- Partner with Core Services on infrastructure cost visibility, attribution, and optimization.
- Own the narrative around infrastructure spend not just tracking it, but driving decisions on reserved capacity, right-sizing, and cost allocation by team and product.
- Own inference cost management as a cross-functional concern that touches both infrastructure and product economics.
Requirements
What you’ll bring
- 7+ years of product management experience, with at least 2 years in infrastructure, platform, or developer tools PM roles. You have shipped internal platforms or infrastructure products, not just customer-facing features.
- Strong technical fluency. You don't need to write Terraform modules, but you need to understand what an event bus is, why CDC lag matters, what RBAC enforcement means at the data layer, and why audit logs shouldn't live in the production database. You can hold your own in architecture discussions and push back on technical proposals with substance, not just process.
- Experience with compliance and security programs. You have worked on SOC 2, FedRAMP, or similar compliance frameworks and understand how to translate audit requirements into engineering work items. You know the difference between checking a box and actually being secure.
- Comfort with ambiguity and breadth. This role covers platform infrastructure, data infrastructure, developer tooling, and security, three domains that each could be a full-time PM role at a larger company. You are comfortable context-switching, prioritizing ruthlessly, and saying no to work that doesn't clear the bar.
- Experience working with small, high-leverage engineering teams. You understand that with small teams, every quarter's roadmap is a zero-sum game, and your job is to make sure the bets are right.
- Fluency with AI-assisted workflows is a plus. The org treats AI tooling (Claude Code, Cursor) as a baseline expectation for engineers; a PM who understands and can evaluate these tools' impact on developer productivity will be more effective in this role.
- 7+ years of experience as a Product Manager, including 3+ years focused on ML/AI products, MLOps, Platform infrastructure or data systems products.
- Experience with agent-based systems, generative AI, reinforcement learning, self-improving systems, or automated workforce/task routing platforms.
- Familiarity with LLMs, LLM Evaluations, human-in-the-loop systems, and synthetic data generation.
- Background in Computer Science, Security or related technical field.
- Demonstrated ability to lead large, cross-team initiatives without formal authority.