Staff Product Manager - Infrastructure, Data & Security

We are looking for a Technical Product Manager to own the roadmap and execution across Snorkel AI's Infrastructure organization, spanning three engineering pods: Core Services, Developer Experience, and Security. This is not a customer-facing product role, you will be the PM for internal platforms, data infrastructure, and security systems that the rest of engineering and the business depend on. You will be the single point of coordination across a broad surface area that currently lacks dedicated product leadership.

Responsibilities

Develop a deep understanding of Snorkel AI's business, how the datasets are sold, and how the platform should be deployed and scaled to support customers across AI labs, enterprise and federal; 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; 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; Track adoption metrics, SDK integration coverage, service onboarding rates, migration completions; Drive initiatives that span multiple pods, such as the unified data access library, event bus rollout, and Auth0 migration program; Define and track key metrics across pods; 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; Partner with Core Services on infrastructure cost visibility, attribution, and optimization; Own inference cost management as a cross-functional concern

Requirements

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.

Nice to have

Fluency with AI-assisted workflows is a plus; 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

Benefits

Meaningful opportunities to shape priorities and initiatives; Influence key strategic decisions; Directly impact ongoing success; Support in building your career; Environment designed for growth, learning, and shared success