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BC Sector O and G-Data Scientist-Senior Manager

EY·Bengaluru

Pay not stated15–27 yrsFull-time
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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

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