Salary
💰 $143,625 - $299,375 per year
Tech Stack
GoJavaPythonPyTorchScalaSparkTensorflow
About the role
- Hands-on development of "full-stack" ranking, recommendation and content understanding systems that will power the next-generation of Yahoo News
- Leverage third-party, open-source and in-house machine learning tools to build high-performing machine learning systems
- Work collaboratively with cross-functional partners to leverage machine learning to improve Yahoo News for readers
- Build state-of-the-art tooling for the editorial team
- Productionize batch and online machine learning models and monitor production metrics
- Adhere to Yahoo policies; exercise sound judgment; work effectively, safely and inclusively with others
Requirements
- Ability to explain technical concepts and collaborate effectively
- Bias for action, curiosity and customer-focused
- Industry experience productionalizing batch and online ML models
- Knowledge of workflow orchestration solutions and opinions on best practices
- Experience using and evaluating open-source and 3rd party MLOps solutions
- Ability to formalize product problems, run reproducible offline experiments and analyze results
- Strong written communication and data visualization skills
- Experience with modern ML frameworks (PyTorch, TensorFlow, Jax)
- Understanding of when research code vs production code is appropriate
- Strong working knowledge of data engineering best practices & data warehousing concepts
- Familiarity with software engineering principles, design patterns, and code quality practices
- Previous working experience in Python and Java, Scala or Go
- Working knowledge of how data scientists leverage data