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Lead Product Manager, Machine Learning

ClassPass

$155,000 - $185,000
Oct 29, 2025
Remote, US
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Playlist is looking to define and execute the product strategy for the Machine Learning squad at ClassPass, aiming to enhance the business, consumers, and partners through ML/AI applications and data products.

Requirements

  • You have familiarity with Python, ML tools such as Sagemaker/Pytorch/Tensorflow, and data analysis tools such as dbt/Snowflake
  • You have deep knowledge about how data products are developed and a desire to deeply understand data.
  • You are analytically savvy. You are skilled at defining, querying, and interpreting your own data.
  • You’re experienced with an agile discovery and development process and working collaboratively in full stack product teams.
  • You have 4+ years of experience as a PM supporting machine learning, data engineering, deep learning, search, natural language processing, data science

Responsibilities

  • Oversee the product roadmap for the Machine Learning team, identifying high impact opportunities for the business, consumers and partners.
  • Work effectively and collaboratively with engineers, data scientists and other product managers to define, implement and iterate on new and existing data products.
  • Develop a deep understanding of the data to assess the performance of existing data products and to inform new data product opportunities.
  • Identify and recommend success metrics and/or key results related to your business objective that enable meaningful ways to measure progress.
  • Understand reliability and performance, and proactively find and address issues to manage data at scale.
  • Communicate user problems, business opportunities, team roadmaps, ongoing updates, and project/OKR results clearly and effectively to a variety of audiences (e.g., executive stakeholders, product team, people with and without technical expertise).
  • Manage complex rollouts, including coordinating QA, and working closely with cross-functional partners (e.g., Customer Experience, Sales, Marketing, etc.).

Other

  • We’re looking for a passionate and experienced Lead Product Manager to help define and execute the product strategy for the Machine Learning squad at ClassPass.
  • You enjoy developing ML infrastructure, platforms, and driving applications of machine learning.
  • You're leaned into new and evolving opportunities to leverage ML and AI, including keeping up to date on new developments within the Gen AI space.
  • You have a deep understanding of business problems/goals, and proactively identify opportunities for how ML/AI/Heuristics/ Data products can enhance the business.
  • You’re excited about defining and executing against a high-impact roadmap, contributing to new and existing data products, and partnering closely with engineering & the business.