PhD Research Scientist Intern — User Modeling & RL for Ads

Meta; Bellevue, Menlo Park (WA, CA); In loco; USD 55.000 - 83.000; Tempo pieno

Descrizione del lavoro

Meta in Bellevue, WA seeks Research Scientist Interns for the Core Ads Growth group. You will own a focused research project and work closely with researchers and engineers to bring ideas into production-scale experiments at Meta's ads systems.

Internships are 12–16 or 24 weeks with various start dates, focusing on representation learning, user intent evolution, and ad-system improvements. Opportunities to publish and contribute to product development are available.

Competenze

• Currently pursuing or in process of obtaining a Ph.D. in Computer Science, Machine Learning, Artificial Intelligence, Reinforcement Learning, Statistics, Applied Mathematics, or related field
• Must have work authorization in the United States at the time of hire and maintain it during employment
• Experience with deep learning frameworks such as PyTorch or TensorFlow
• Experience with Python, C++, or another relevant programming language
• Experience conducting research and building systems based on ML or DL methods
• Intent to return to a degree program after completion of the internship/co-op
• Experience in self-supervised learning, transformers, temporal sequence modeling, representation learning, or recommender systems
• Experience in reinforcement learning, causal inference, counterfactual evaluation, or learning from delayed and censored outcomes
• Proven track record of significant research results (grants, fellowships, patents, first-authored publications)
• Experience analyzing high-volume, high-dimensional data and designing controlled ML experiments
• Software engineering experience through internships, research implementations, or open-source contributions
• Self-directed quantitative problem-solving and cross-disciplinary teamwork

Mansioni

• Own a focused research project with mentorship from researchers and engineers
• Translate new ideas into rigorous experiments and production-scale ideas in Meta's ads systems
• Contribute to scientific publications and product development

Conoscenze

Deep learning research

Experiment design

Data analysis

Cross-disciplinary collaboration

Formazione

Ph.D. in CS/ML/AI or related field

Strumenti

PyTorch

TensorFlow

Python

C++

Descrizione del lavoro

Meta in Bellevue, WA seeks Research Scientist Interns for the Core Ads Growth group. You will own a focused research project and work closely with researchers and engineers to bring ideas into production-scale experiments at Meta's ads systems.

Internships are 12–16 or 24 weeks with various start dates, focusing on representation learning, user intent evolution, and ad-system improvements. Opportunities to publish and contribute to product development are available.