Downstream Data Scientist
Core
Design, develop, and operationalize advanced machine learning models for downstream optimization, predictive maintenance, and performance enhancement in the energy sector.
Role type
Senior IC data scientist (industrial analytics)
Builds
Production ML models for operational use cases
Domain
Energy (Downstream) + Industrial Analytics
Deliverable
production ML models
Required skills
machine learning, statistical modelling, data engineering, deep learning, time-series modelling, anomaly detection, optimization algorithms, Python
Preferred skills
cloud platforms, databases, visualization tools
Responsibilities
Develop ML/statistical/predictive models for downstream operations; Assess data quality and prepare datasets; Validate, test, and refine models; Prepare technical documentation and present results; Support model integration into digital platforms; Evaluate emerging data science methods; Collaborate with engineers and architects to translate challenges into solutions
Seniority
Senior, hands-on IC