BC Sector O and G-Data Scientist-Manager

About the role

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. We are looking for a hands-on Data Scientist to develop analytical and machine learning solutions used by petroleum, drilling, production, process and reliability engineers.

What you'll do

• Develop analytical solutions for well-performance surveillance, production forecasting, artificial-lift diagnostics and equipment-health monitoring
• Analyse drilling data to identify operating states, evaluate rate-of-penetration performance and detect patterns associated with dysfunctions or non-productive time
• Work with production rates, well tests, pressure and temperature measurements, choke settings, lift-system parameters and intervention histories
• Distinguish measured, tested and allocated production, accounting for shut-ins, interventions and operating-strategy changes
• Support well-log and reservoir-related modelling with geoscience and reservoir specialists where relevant

What you need

• Machine learning
• SQL
• Python
• Pandas
• Scikit-learn
• Statistics
• B.Tech or B.E.

Good to have

• NLP
• Deep learning
• NumPy
• PyTorch
• TensorFlow
• Test automation