Data Scientist
Core
Strategic Data Scientist building and scaling deep learning models to power personalization features for millions of viewers.
Role type
Senior IC machine-learning engineer (recommendation systems)
Builds
Production deep learning models for content discovery and ranking on GCP
Domain
Media & Entertainment / Machine Learning
Deliverable
production ML models
Required skills
Deep learning (TensorFlow, Keras), Python, SQL, MLOps (Vertex AI Pipelines, DVC, Terraform), A/B testing, Data analysis (Pandas, Polars)
Preferred skills
Experience with recommendation systems, ranking, or retrieval tasks
Technologies
TensorFlow, Keras, Python, SQL, Pandas, Polars, Vertex AI, BigQuery, Cloud Storage, DVC, Terraform, GitHub Actions, GCP
Responsibilities
Develop, optimize, and productionize deep learning models; Orchestrate end-to-end ML lifecycles and automate deployments; Design and execute rigorous A/B tests; Collaborate cross-functionally to design ML features; Validate models and analyze data to improve prediction accuracy
Seniority
Senior, hands-on IC
