Drimva

Lyft

Senior Product Manager, Rider ML/AI

$148K–$185K

San Francisco, CA +1 · Manager · Full-time · Posted Oct 26, 2026

Location
San Francisco, CA
San Francisco, California, United States
Experience
No number of years specified.

About the job

Owns the roadmap and objectives for ML- and AI-powered personalization across the Rider app, aiming to improve rider outcomes and business performance.

What you'll do

  • Set product roadmaps, model objectives, metrics, and KPIs for Rider app personalization; report on performance and financial outcomes.
  • Partner with data science and cross-functional teams on rider value, launch adoption, and a unified rider profile for ML and AI training.
  • Plan and evaluate experiments and model performance, document product strategy and requirements, and present progress to leadership.

What they ask for

  • Experience driving technically complex ML products end to end, ideally consumer-facing products with UI interactions.
  • Experience managing engineering work toward a roadmap and conducting large-scale user-facing experiments; familiarity with statistical power and significance.
  • Experience using AI agents to accelerate execution, and knowledge of ML/AI and common ML and deep learning packages.
  • Ability to review technical specifications, operate independently, and present to executive and large-team audiences.

Nice to have

  • Experience with consumer-facing applications involving UI interactions is described as ideal.

Pay

$148,000 - $185,000 USD base salary

Tools

Jira, Linear, Spreadsheets, Clickup, optimizely, statsig, eppo, xgboost

AI focus

Defines objectives and roadmaps for applied ML and AI personalization throughout the Rider app; uses rider data, AI agents, experimentation, and model evaluation to improve recommendations and app decisions.

Model-written summary · the original posting is authoritative

First seen Oct 27, 2026 · Last verified Nov 6, 2026 (UTC)