Staff Machine Learning Researcher
Core
Lead high-scope ML research projects to improve deep learning algorithms for real-time ad-buying and user behavior prediction.
Role type
Staff individual contributor machine learning researcher (applied)
Builds
Production ML systems for ad-tech bidding and user preference modeling
Domain
AdTech / Online Advertising
Deliverable
production ML models
Required skills
Deep neural network design, A/B test analysis, end-to-end project ownership, mathematical intuition, Python, PyTorch, JAX, TPU, GCP
Preferred skills
Theoretical mathematics (statistics, probability, combinatorics), AdTech experience
Technologies
Python, Java, Scala, PyTorch, NumPy, Pandas, TPU, JAX, Jupyter Notebooks, BigQuery, GCP
Responsibilities
Identify and drive research projects with company-wide scope, design and implement deep learning models for user behavior prediction, develop approaches for first-price auction modeling, conduct and analyze A/B tests, translate latest ML research into practical improvements, mentor researchers and shape research practices
Seniority
Staff, hands-on IC with mentorship
