Senior Software Engineer II, Machine Learning
Core
Design and deploy machine learning algorithms for e-commerce, consumer trends, logistics, and new products using real-world consumer data.
Role type
Senior IC Machine Learning Engineer (Full-stack)
Builds
Production ML models and frameworks/tools for the data team
Domain
E-commerce, consumer behavior, logistics
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, Pandas, NumPy, Spark, SQL, NoSQL, Linux, shell scripting, probability & statistics, algorithms
Preferred skills
Deep generative models, graph learning, Google Cloud Platform, startup experience
Technologies
PyTorch, TensorFlow, Spark, Google Cloud Platform
Responsibilities
Design and deploy ML algorithms for e-commerce and logistics; work with large unstructured data (NLP, image classification, time series); build frameworks and tools for the data team; provide thought leadership through write-ups and reviews
Seniority
Senior, hands-on IC
