Advanced Data Scientist

16 hours ago

Bengaluru, Karnataka, India beBeeData Full time ₹ 1,00,00,000 - ₹ 2,50,00,000

Job Title: Advanced Data Scientist

About the Role

Our organization seeks a highly skilled and experienced Data Scientist to join our team.

The successful candidate will have practical experience in AI/ML development and domain knowledge in Oil & Gas.

This role involves working closely with business and IT teams to translate domain requirements into AI/ML models for improving operational efficiency, reducing downtime, and optimizing costs across E&P, O&M, Supply Chain, and HSE datasets.

Key Responsibilities:
  • Assist in requirement gathering, elicitation, prioritization, and validation for AI/ML use cases related to E&P (Geophysics, Reservoir, Drilling), O&M, and HSE.
  • Develop and validate machine learning models (classification, regression, clustering).
  • Prepare and cleanse data, perform feature engineering, and support exploratory data analysis.
  • Build and maintain data pipelines leveraging big data platforms like Spark and Databricks.
  • Collaborate in AI/ML model deployment and maintenance, including automated retraining.
  • Ensure adherence to AI governance, ethical use, and data security policies.
  • Create dashboards and reports to measure KPIs such as downtime reduction and process optimization.
Qualifications & Skills:
  • Bachelor's/Master's degree in a relevant field.
  • 5–8 years of AI/ML experience with some Oil & Gas industry exposure preferred.
  • Proficient in Python, ML libraries, SQL/NoSQL, and big data technologies.
  • Familiar with cloud ML platforms and MLOps fundamentals.
  • Good documentation and stakeholder engagement skills.

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