Data Scientist - Senior Manager - Energy & Commodities
Core
Senior data scientist leading AI/ML strategy and production deployment for clients in Energy, Commodities, and Financial Services.
Role type
Senior Manager, hands-on IC data scientist
Builds
Production AI/ML models, pipelines, and infrastructure for enterprise clients
Domain
Energy & Commodities, Financial Services, Generative AI
Deliverable
production ML models
Required skills
Python, TensorFlow, PyTorch, Keras, LLMs, RAG systems, vector databases, MLOps, Docker, Kubernetes, CI/CD, feature stores, cloud AI platforms
Preferred skills
Consulting background, Energy/Commodities/Financial Services sector experience, advanced degree in data science/engineering/business
Technologies
Python, TensorFlow, PyTorch, Keras, NumPy, Pandas, scikit-learn, Docker, Kubernetes, vector databases
Responsibilities
Partner with product and business teams to frame problems for AI/ML value; Evaluate and select AI approaches (LLMs, RAG, classical ML); Design and build ML pipelines from prototyping to production; Develop, fine-tune, and optimize AI models; Set up and maintain AI/ML infrastructure using MLOps best practices; Build data ingestion, transformation, and feature engineering pipelines; Create APIs and tools to operationalize AI insights; Research and recommend emerging AI capabilities.
Seniority
Senior, hands-on IC with management responsibilities