Data Scientist
Core
Build advanced analytics solutions and end-to-end machine learning models to translate complex business challenges into production-ready AI that powers core data products.
Role type
Senior IC data scientist (ML/AI)
Builds
Production ML models, data products, and scalable enterprise BI/analytics solutions
Domain
Retail, footwear, and lifestyle brand analytics
Deliverable
production ML models
Required skills
Python, Spark, SQL, statistical modeling, machine learning, A/B testing, causal inference, MLOps, cloud data tools
Preferred skills
LLMs, RAG frameworks, GenAI tools, retail/supply chain analytics, advanced analytics applications
Technologies
Python, Spark, NumPy, Pandas, Sci-kit Learn, XGBoost, TensorFlow, PyTorch, Snowflake, BigQuery, AWS SageMaker, Hugging Face, LangChain, LlamaIndex, OpenAI/Gemini APIs
Responsibilities
Evaluate and implement ML techniques for real-world business problems; manage full model lifecycle from ideation to operation; monitor model drift and bias; lead experimental design and A/B testing; translate model outputs into actionable business strategies; perform ad hoc analysis to uncover insights; collaborate with engineers and business users to solve problems.
Seniority
Senior, hands-on IC