Engineering Manager, Machine Learning, Ranking

Required

• 6+ years of experience in a fast-paced software development environment at scale
• 2+ years of experience as a software engineering leader
• Proven experience either as an experienced Machine Learning manager or as a Senior/Staff Data Scientist or MLE looking to transition into management.
• Ability to assess technical value, speak the language of ML engineers, and evaluate if AI is being used effectively in day-to-day work.
• Strong communication skills to collaborate effectively with leadership, product, and data science teams.
• Deep experience with ML algorithms, techniques, and best practices.
• Strong CS fundamentals (data structures, algorithms) and coding skills.
• ML frameworks (TensorFlow, PyTorch, or scikit-learn)
• Python instead of R
• Applied experience with Embeddings and/or vectors (the focus is on applying proven techniques, using established tools, frameworks, and models) to solve real business problems efficiently.
• Demonstrated ability to build reproducible ML pipelines: including experiment tracking, data and model versioning, and environment management to ensure consistent, reliable results across runs and deployments.
• Have worked through multiple versions of the same product