Senior Product Manager - Data & Quality

Front Door Defense; Redwood City, San Francisco (CA, CA); Hybrid; USD 230,000 - 260,000; Full time

Job summary

Snorkel AI is looking for a Senior Product Manager in San Francisco who will guide the development of products within AI & ML. You will lead product vision and strategy while working closely with cross-functional teams to enhance data operations.

The ideal candidate has 5–7 years of PM experience, strong technical skills in ML/AI, and a talent for driving robust product roadmaps.

Salary range is $230,000 - $260,000 USD. Apply to join a diverse and inclusive team at Snorkel AI.

Qualifications

• 5–7 years of experience as a Product Manager, with ownership of complex product areas.
• Strong technical literacy across ML models and AI concepts.
• Proven ability to drive product roadmaps from concept to launch.

Responsibilities

• Own the product vision, strategy, and roadmap for product evaluations.
• Identify bottlenecks and lead efforts to improve quality.
• Define, build, and set up continuous monitoring for performance metrics.

Skills

Technical literacy across ML models

Analytical and problem-solving skills

Collaboration skills

Education

Bachelor's degree in computer science or related field

Job description

About Snorkel

At Snorkel, we believe meaningful AI doesn’t start with the model, it starts with the data. We’re on a mission to help enterprises transform expert knowledge into specialized AI at scale.

The Role

We are seeking a highly technical and strategic Senior Product Manager with deep AI/ML expertise to lead development across our agentic data systems, synthetic data systems, evaluations, and data-acceleration initiatives. This role is ideal for someone with a core ML/AI product background, strong familiarity with model development workflows, and demonstrated success delivering product experiences that improve the speed, quality, and scalability of data operations. You will work closely with Research, Engineering, Data Operations, and Design to define product vision, roadmap, and execution plans for intelligent workflow systems that optimize data pipelines, improve task quality, and enable faster and more efficient delivery of AI‑ready datasets.

What You’ll Do

• Own the product vision, strategy, and roadmap for the task and Expert Contributor Evaluations product supporting internal and external platform users.
• Identify bottlenecks and lead cross‑team efforts to improve overall quality and customer acceptance rate.
• Lead Evaluation products and tools across research, engineering, operations, and forward‑deployed engineers to drive excellence in product quality.
• Define, build, and set up continuous monitoring for performance metrics of Evaluations to improve their adoption, usage, and effectiveness.
• Own the strategy and execution of Expert Contributor Quality.
• Build a recommendation system for optimal matching of ECs to tasks on the Snorkel Platform.
• Work with cross‑functional stakeholders to support enablement and adaptation initiatives of the Evaluations and Quality products.
• Balance short‑term delivery with long‑term platform investments to support future growth.

Minimum Qualifications

• 5–7 years of experience as a Product Manager, with ownership of complex, cross‑functional product areas.
• Educational background in computer science or related engineering practice.
• Strong technical literacy across ML models, Gen AI concepts, LLM‑based products, Agentic designs, evaluation, labeling strategies, and quality frameworks.
• Proven ability to drive deeply technical roadmaps end‑to‑end, from concept to launch.
• Ability to write clear PRDs, partner on research experimentation frameworks, and drive measurable outcomes.
• Experience building internal or platform‑level products with complex workflows and multi‑stakeholder environments.
• Proven ability to own end‑to‑end product experiences across multiple user personas.
• Strong analytical and problem‑solving skills, with a track record of metrics‑driven decision making.
• Excellent collaboration skills and experience partnering closely with Engineering, Research, and Operations teams.

Preferred Qualifications

• 5–7 years of experience as a Product Manager, including 3+ years focused on ML/AI products, MLOps, 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 Machine Learning, Data Engineering, or related technical field.
• Demonstrated ability to lead large, cross‑team initiatives without formal authority.

Salary Range

$230,000 - $260,000 USD

Equal Employment Opportunity

Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of 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 federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.