Staff Product Manager - AI Detection & Discovery

The posting, as OneTrust wrote it

Strength in Trust

OneTrust’s mission is to enable innovation through the responsible use of data and AI. We believe that ensuring data is trusted shouldn’t slow teams down—it should accelerate what’s possible. This led us to develop the first technology platform for responsible data use in 2016. Today, with AI representing the latest and most impactful expansion of data yet, OneTrust is once again redefining what responsible innovation looks like. OneTrust, the AI‑Ready Governance Platform™, unifies regulatory intelligence, automation, and connected governance workflows so businesses can continue to move at the speed of AI while ensuring good governance to prevent data misuse at scale. Trusted by thousands of organizations worldwide, OneTrust is shaping the future where trusted data becomes a transformative force for business and society.

The Challenge

You cannot govern what you cannot see. AI is entering the enterprise faster than any technology before it—often without a ticket: a team deploys a foundation model endpoint in an unmonitored cloud account, an engineer self-hosts an open-weight model, or a SaaS vendor quietly adds an AI feature to a widely used tool.

OneTrust is looking for a Staff Product Manager to own Detection—the discovery layer that finds AI models, LLM applications, agents, and AI-enabled features wherever they run, and turns that visibility into a governable inventory. Detection is the front door to AI governance: every downstream risk assessment, policy control, and compliance obligation depends on the completeness and accuracy of what you surface.

Your Mission

Strategy & Roadmap

• Own product strategy for the Detection area across multiple related products, balancing delivery across the full product line.
• Set the Shadow AI detection strategy: discover unsanctioned models, applications, and agents; attribute owners; risk-rank assets; and route them into governance and remediation workflows.
• Define and sequence the coverage roadmap across detection surfaces, weighing build vs. partner decisions, connector investment, and the risk retired by each incremental surface.
• Establish the detection taxonomy and definition of a “discovered AI asset,” bringing models, hosted endpoints, fine-tunes, RAG pipelines, agents, and embedded vendor features into one coherent inventory.
• Own the quality bar with measurable targets for coverage, precision, recall, time-to-discovery, and false-positive rate ; make tradeoffs explicit.
• Identify adjacent opportunities, including continuous monitoring, AI bill of materials, third-party and supply-chain AI risk, and usage telemetry.

Cross-Functional Leadership

• Lead geographically distributed engineering, design, data science, and detection research teams through ambiguous, discovery-heavy problems.
• Align with Product Marketing, Sales, and Partners on positioning and go-to-market in a category where buyers compare coverage claims.
• Partner with Security, IT, and Legal

[…]
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Our Commitment to You

When you join OneTrust you are stepping onto a launching pad — the countdown has begun. The destination? A career without boundaries working alongside a diverse and inclusive crew who is passionate about doing meaningful work. As a pioneer, your voice and expertise will help chart the direction of an entirely new category. Our commitment to putting people first starts with you. Your growth is part of the mission. Our goal is to give you the power to embark on the next phase of your uniquely, unique career.

OneTrust provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by local laws.