Data Scientist
Core
Develop, deploy, and act as the single point of contact for data science problems within the Maintenance domain, technology support, and value generation for ExxonMobil's Product Solutions business.
Role type
Senior IC data scientist (maintenance & technology support)
Builds
Production ML models and features for maintenance workflow optimization and technology integration
Domain
Oil & Gas / Energy / Maintenance / Technology Support
Deliverable
production ML models
Required skills
Time-series modeling, NLP, Computer vision, Statistical analysis, Machine learning lifecycle management, Explainable AI, ML Ops, Python (NumPy, pandas, scikit-learn, Keras, TensorFlow, Pytorch), Azure Databricks, Data visualization
Preferred skills
Supply chain/trading/commercial experience, Software development experience, Scoping data science opportunities
Technologies
Python, NumPy, pandas, scikit-learn, Keras, TensorFlow, Pytorch, Azure Databricks, Tableau, Power BI
Responsibilities
Develop and evaluate new models using Timeseries modeling/NLP/Computer vision; Support Principal Engineer in development and execution of technology area strategy; Understand maintenance workflow and enhancements requests to develop new model/features and testing plan; Demonstrate industry leadership at conferences or via publications/patents; Proactively engage with Principal Engineers to deploy technology within specific technical disciplines
Seniority
Senior, hands-on IC