
Senior Machine Learning Engineer
2 weeks ago
We are seeking a seasoned AI/ML Analyst with advanced skills in machine learning development and domain expertise in Oil & Gas. This individual will collaborate closely with business and IT teams to develop and implement AI/ML models that drive operational efficiency, reduce downtime, and optimize costs across E&P, O&M, Supply Chain, and HSE datasets.
">Key Responsibilities:
- Conduct 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.
About Us
Our organization is committed to innovation and excellence in the Oil & Gas industry. We strive to create a workplace culture that encourages collaboration, creativity, and growth.
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