Ads ML Research Scientist - Large-Scale Impact

Meta; Menlo Park, New York (CA, NY); Vor Ort; USD 180.000 - 260.000; Vollzeit

Zusammenfassung

Meta seeks a Research Scientist to advance ads AI research. You will conduct original research in operations research, optimization, representation learning, time series forecasting, or generative modeling, with the goal of breakthroughs powering Meta's AI-driven ads.

You will collaborate with researchers and engineers to translate findings into production-scale impact, publish in top venues, and mentor others to grow the research stack.

Qualifikationen

• Bachelor's degree in CS/CE or related field.
• 2+ years of ML research experience with novel models or training methods.
• Publications in peer-reviewed ML venues (NeurIPS/ICML/ICLR/CVPR/ACL).
• Experience with PyTorch or TensorFlow for large-scale models.
• Experience designing experiments with appropriate metrics and analysis.
• Ability to communicate research clearly in writing to diverse audiences.
• PhD in CS/AI/ML or related field.
• Research in operations research, optimization, forecasting, multimodal learning, RL, or generative modeling.
• Demonstrated ability to identify high-impact research directions.
• Experience mentoring researchers and contributing to a research org.

Aufgaben

• Conduct original ML research in ads AI across multiple domains.
• Publish findings in leading ML venues and write technical reports.
• Collaborate with researchers and engineers to deploy research at scale.
• Translate novel findings into real-world impact at production scale.
• Mentor other researchers and contribute to the growth of the team.
• Identify high-impact research directions aligned with long-term goals.

Kenntnisse

Original ML research

Representation learning

Time series forecasting

Generative modeling

Optimization

Operations research

Mentoring

Research publication

Ausbildung

Bachelor's degree in CS/CE or related field

PhD in CS/AI/ML or related field

Tools

PyTorch

TensorFlow

Jobbeschreibung

Meta seeks a Research Scientist to advance ads AI research. You will conduct original research in operations research, optimization, representation learning, time series forecasting, or generative modeling, with the goal of breakthroughs powering Meta's AI-driven ads.

You will collaborate with researchers and engineers to translate findings into production-scale impact, publish in top venues, and mentor others to grow the research stack.