Sr Data Scientist
Core
Apply scientific methods and machine learning to extract insights from complex energy data (time-series, structured, unstructured) to inform decision-making and improve operational performance.
Role type
Senior IC data scientist (energy/utilities)
Builds
Predictive models for customer experience, operating performance, and safety best practices
Domain
Energy sector / Utilities / Big Data
Deliverable
production ML models
Required skills
machine learning, statistical modeling, data mining, feature engineering, data manipulation, Python, SQL, Spark, Hadoop, Unix-based OS
Preferred skills
smart-meter data structures, outage management systems, full data science lifecycle, optimization theory, columnar and big data platforms
Responsibilities
Develop key predictive models for operational improvement; analyze multi-terabyte datasets using advanced analytics; build and maintain high-performance computing systems; advise stakeholders on ML findings and strategic actions; educate teams on advanced analytics capabilities
Seniority
Senior, hands-on IC