Senior AI Scientist, Ads Ranking & ML Innovations

Meta; Sunnyvale (CA); Vor Ort; USD 219.000 - 301.000; Vollzeit

Benefits dieser Stelle

Bonus

Equity

Benefits

Zusammenfassung

Meta seeks a Research Scientist for its Ads Ranking group to advance core ML through novel algorithms and theory, with deployment to production systems. Collaboration with researchers, product teams, and infrastructure will shape a long-term research roadmap. The role emphasizes mentoring, publishing, and influencing across Meta's AI programs.

The candidate should have 12+ years in ML research with impactful, publishable work and a track record of turning research into real product improvements.

Qualifikationen

• Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
• 12+ years of experience in machine learning research, including developing and publishing novel approaches.
• Track record of identifying and solving foundational ML problems with measurable impact.
• Experience defining multi-year research strategies and influencing technical direction across teams.

Aufgaben

• Identify and lead research on high-impact open problems in core machine learning, including optimization and generalization.
• Develop novel ML algorithms, architectures, and theoretical frameworks advancing the state of the art.
• Translate research findings into production-grade systems delivering measurable improvements to Meta's AI-powered products.
• Define and drive a long-term technical vision and research roadmap for a core ML domain.
• Establish extensible foundations, modeling standards, and evaluation frameworks across teams.
• Identify gaps in ML approaches and develop benchmarks to prevent modeling failures.
• Collaborate with researchers, product teams, and infrastructure to operationalize research at scale.
• Communicate findings via publications, reports, and presentations for the ML community.
• Mentor researchers and engineers, providing guided technical mentorship.
• Monitor advances in academic and industry ML to assess relevance and risk to Meta's strategy.

Kenntnisse

Artificial intelligence

Machine learning

Reinforcement learning

Optimization

Graph learning

Deep learning

Computational statistics

Data representation theory

Ausbildung

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience

Jobbeschreibung

Meta seeks a Research Scientist for its Ads Ranking group to advance core ML through novel algorithms and theory, with deployment to production systems. Collaboration with researchers, product teams, and infrastructure will shape a long-term research roadmap. The role emphasizes mentoring, publishing, and influencing across Meta's AI programs.

The candidate should have 12+ years in ML research with impactful, publishable work and a track record of turning research into real product improvements.