Senior Data Scientist - Oil & Gas Analytics
Core
Spearhead advanced analytics initiatives to drive operational efficiencies, enhance exploration success, and optimize production through predictive modeling and machine learning for Oil & Gas operations.
Role type
Senior IC data scientist (Oil & Gas)
Builds
Predictive models for equipment failure, production optimization, reservoir performance, and market trends
Domain
Oil & Gas / Energy
Deliverable
production ML models
Required skills
Python, R, SQL, Spark, Hadoop, statistical modeling, machine learning, data mining
Preferred skills
Domain expertise in geoscience or engineering, experience mentoring junior data scientists
Technologies
scikit-learn, TensorFlow, Pytorch
Responsibilities
Develop and implement advanced statistical models and machine learning algorithms; Clean, process, and analyze large, diverse datasets from various sources within the oil and gas value chain; Design and conduct A/B tests and other experiments to validate hypotheses; Collaborate with domain experts to understand needs and translate them into data science projects; Mentor junior data scientists and contribute to the development of best practices and methodologies
Seniority
Senior, hands-on IC
