Staff Product Manager (AI & Data) - Bugcrowd

About Bugcrowd

We are Bugcrowd. Since 2012, we’ve been empowering organizations to take back control and stay ahead of threat actors by uniting the collective ingenuity and expertise of our customers and trusted alliance of elite hackers, with our patented data and AI-powered Security Knowledge Platform™. Based in San Francisco and New Hampshire, Bugcrowd is supported by General Catalyst, Rally Ventures, Costanoa Ventures, and others.

Job Summary

We are looking for an innovative Staff Product Manager, AI & Data to define the vision, strategy, and roadmap for Bugcrowd’s data and intelligence backbone. In this role, you will be the "Architect of the Signal," building the platform that turns a flood of raw test results, including vulnerability scans, penetration tests (J5), and bug bounty/VDP submissions, into validated, correlated, and prioritized intelligence customers can trust and act on.

Essential Duties and Responsibilities

• AI & Data Strategy & Vision: Own the vision, strategy, and roadmap for Bugcrowd’s AI & Data pillar. Define how validation, aggregation, prioritization, and recommendations fit together into one trusted data platform.
• Validation as a Service: Design and scale an automated triage and deduplication capability. It validates test results across all test types before they enter the data platform.
• Aggregation & Correlation: Build the data models and pipelines that aggregate and correlate validated findings across test types and sources to create a single, unified risk posture view.
• Prioritization & Diagnosis: Develop the logic that diagnoses what matters most by analyzing test results across customers and against threat feeds.
• Recommendation Engine: Partner with engineering to turn diagnosis into action, surfacing code fixes, detection rules (e.g., Splunk), and threat hunting queries.
• Cross-Functional Intelligence: Work closely with our Agentic Products PM team to feed new attack vectors and data sources back into agent training.
• Platform Trust & Scalability: Define and own metrics that prove platform reliability, including validation accuracy, deduplication rate, and time-to-diagnosis.

Education, Experience, Knowledge, Skills, and Abilities

• 7+ years of Product Management experience, ideally spanning security/vulnerability, threat data domains, and ML/data platform pipelines.
• Data-Minded Systems Thinker comfortable with data models, pipelines, and deduplication/correlation logic.
• Security Domain Fluency with understanding of how different test types generate findings.
• Strategic Leader capable of building trust at the executive level and rallying teams toward a long-term data strategy.
• Tactical Execution balancing long-term vision with the pragmatic need to ship trustworthy improvements.

Preferred Experience

• Detection Engineering familiarity (SIEM/Splunk-style detection rules and threat hunting queries).
• Experience building or product-managing ML systems for entity resolution, deduplication, anomaly detection, or risk scoring.
• Familiarity with vulnerability scanning, penetration testing, and bug bounty/VDP program mechanics.
• Active user of AI-native tools (Claude Code, Cursor, etc.).