BC Sector O and G-Data Scientist-Senior 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 seeking a hands-on Principal Data Scientist to solve complex modelling problems across upstream and downstream Oil & Gas.

What you'll do

• Scientific formulation and advanced modelling
• Assess data sufficiency, measurement quality, sampling bias, confounding, identifiability
• Select statistical, machine learning, simulation, or hybrid approaches suited to noisy measurements, heterogeneous assets, sparse labels, rare events
• Apply probabilistic or hierarchical modelling, uncertainty quantification, survival analysis, semi-supervised learning, transfer learning
• Develop methods for multivariate forecasting, state estimation, change detection, degradation modelling

What you need

• 15–27 yrs of experience
• Machine learning
• SQL
• Python
• Statistics
• Prototyping
• SAP
• B.Tech or B.E. or PhD

Good to have

• MLOps
• IPR
• Physics
• Google Analytics
• Travel booking