Data Scientist
Core
Oversee the entire data science pipeline for wholesale power and gas market applications, including price forecasting, congestion analysis, load forecasting, and trading algorithms.
Role type
Senior IC data scientist (energy markets)
Builds
Production-grade forecasting and analytics models for wholesale power and gas markets
Domain
Energy (wholesale power and gas markets)
Deliverable
production ML models
Required skills
deep learning, time series modeling, LLMs, Python, SQL, PyTorch, TensorFlow, cloud platforms (Azure/AWS), MLOps
Preferred skills
Graph Neural Networks (GNN), wholesale power/gas trading experience, ERCOT-specific datasets, production cost modeling software (DAYZER, PLEXOS, Aurora XMP, PROMOD), gas market fundamentals, MLOps tooling (MLflow, Airflow, Kubeflow, Azure ML, AWS SageMaker)
Responsibilities
Develop and maintain production-grade forecasting and analytics models for wholesale power and gas markets; Build and interpret models capturing key drivers of power and gas price formation; Coordinate model deployment and integration into downstream business processes; Develop a comprehensive data visualization layer for business stakeholders; Extract business intelligence and actionable insights from proprietary and market data.
Seniority
Senior, hands-on IC