Drimva

Meta

Product Operations Manager, Model Quality

$123K–$179K

Los Angeles, CA +5 · Manager · Full-time · Posted Sep 4, 2026

Location
Los Angeles, CA
Austin, TX
Menlo Park, CA
Seattle, WA
New York, NY
San Francisco, CA
Experience
7+ years in strategy, operations, consulting, or data analysis.
Education
Bachelor's degree in a directly related field, or equivalent practical experience.

About the job

Leads cross-product model quality strategy and operations, improving AI model performance, evaluation, reporting, and production oversight across Meta surfaces.

What you'll do

  • Set model maintenance and evolution direction, establish performance guardrails, and recommend investments based on cross-product patterns.
  • Define model health measures, reporting, escalation thresholds, and evaluation consistency; identify systemic performance risks.
  • Partner with engineering, evaluation, and operational teams to build monitoring infrastructure and resolve complex model-quality bottlenecks.

What they ask for

  • Bachelor's degree in a directly related field, or equivalent practical experience.
  • 7+ years of experience in strategy, operations, consulting, or data analysis.
  • Analytical experience using data to influence product direction with intermediate to advanced SQL.
  • Experience building or deploying AI/ML solutions, LLM model quality, or automation in production workflows.

Nice to have

  • Experience in product quality, QA, or technical program management.
  • Familiarity with LLMs, AI agents, or ML evaluation frameworks.

Pay

$123,000/year to $179,000/year (base salary)

Tools

SQL, AI/ML, LLM, AI agents, ML evaluation frameworks

AI focus

Sets strategy and operational direction for production model quality, evaluation, drift mitigation, AI workflows, and responsible AI practices.

Model-written summary · the original posting is authoritative

First seen Oct 15, 2026 · Last verified Nov 5, 2026 (UTC)