Snorkel AI

Senior Product Manager - Data & Quality

Snorkel AI$190K — $240K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience as a Product Manager overseeing complex product areas.
  • Degree in computer science or related engineering field.
  • Strong technical skills in ML models, Gen AI, LLM-based products, and evaluation methods.
  • Experience driving technical roadmaps from concept to launch.
  • Ability to write PRDs and drive measurable outcomes from research.
  • Background in building platform-level products with intricate workflows.
  • Demonstrated success in managing product experiences for diverse user personas.

Responsibilities

  • Own the product vision and roadmap for task and Expert Contributor Evaluations.
  • Identify bottlenecks and lead initiatives to improve product quality.
  • Manage Evaluation tools across various technical teams to ensure product excellence.
  • Define and monitor performance metrics for Evaluations to enhance user adaptation.
  • Lead the strategy and execution for Expert Contributor Quality.
  • Develop a recommendation system for task allocation on the Snorkel Platform.
  • Collaborate with stakeholders on product enablement and long-term growth.

Benefits

  • Collaboration with cross-functional teams in a technically rigorous environment.
  • Opportunity to take ownership of high-impact product initiatives.
  • Engagement in innovative AI/ML projects with cutting-edge technology.
  • Exposure to complex product challenges and multi-stakeholder dynamics.
  • Ability to influence and shape product direction without formal authority.
Full Job Description
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.

This is a highly cross-functional, technically deep IC role with broad surface area and significant impact. You will lead initiatives spanning multiple teams, balancing near-term execution with long-term platform evolution.

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 adaption, 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.


Actual compensation will be determined based on factors including skills, qualifications, experience, and geographic location.

Salary range(s) for this role

$190,000-$240,000 USD

About Snorkel AI

Snorkel AI is an artificial intelligence company that provides a platform for building and managing machine learning models. The company was founded in 2019 and is headquartered in San Francisco, California. Snorkel AI's platform is designed to make it easier for developers and data scientists to create and manage machine learning models, using a technique called programmatic labeling. The company's platform is used by a number of large enterprises, including Intel, Google, and Microsoft. Snorkel AI has raised over $50 million in funding to date.
Learn more about Snorkel AI
Size
50 employees
Industry
Founded
2019

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