Advanced Data Scientist
Core
Lead end-to-end delivery of AI/ML solutions, including GenAI/NLP, time-series, and computer vision models, to solve challenging business problems in the oil and gas industry.
Role type
Senior IC Applied Data Scientist (AI/ML)
Builds
Production-ready AI/ML tools, models, and software for Upstream, Product Solutions, and Low Carbon Solutions businesses.
Domain
Oil & Gas, Energy, Chemicals, Low Carbon Technologies
Deliverable
production ML models
Required skills
Time Series Analysis, Computer Vision, Natural Language Processing, Generative AI, Statistical Modeling, Machine Learning, Deep Learning, Python, R, PyTorch, TensorFlow, scikit-learn, MLOps, Git, Agile
Preferred skills
Oil & Gas domain knowledge, Azure Databricks, Physics-based simulators, Scientific computing
Technologies
MLflow, CI/CD, NumPy, pandas, Azure Databricks
Responsibilities
Research and develop data science tools and models; Lead end-to-end delivery of AI/ML solutions from scoping to monitoring; Develop GenAI/NLP and time-series applications; Apply data science methods to generate actionable insights.
Seniority
Senior, hands-on IC
