Perform end-to-end exploratory data analysis (EDA), identifying trends, statistical relationships, classifications, and executing feature engineering.
Apply dimension-reduction techniques and write optimized, computationally efficient code following best practices.
Develop, train, hypertune, test, and validate a wide range of models, including regression, propensity, classification, computer vision, segmentation, and anomaly detection.
Execute rapid prototyping to assess model feasibility and proof of concept.
Deploy models across DEV/UAT/PROD environments using CI/CD pipelines, including full parameterization of code.
Work extensively with Databricks and AWS to build scalable, production-grade ML solutions.
Collaborate with cross-functional teams within the utilities domain to translate business problems into analytical solutions.
Job Types: Full-time, Permanent
Pay: ?1,500,000.00 - ?2,000,000.00 per year
Benefits:
Health insurance
Provident Fund
Work from home
Experience:
Data Scientist: 10 years (Required)
Databricks: 5 years (Required)
AWS: 5 years (Required)
Utility/Energy: 5 years (Required)
* DEV/UAT/PROD: 5 years (Required)
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