Senior Machine Learning Engineer - Energy Production Optimization

Specialist - Architecture Location- Bangalore Years of Experience 3-5 years Preferable Production Engineering knowledge Oil Gas industry Timeseries ML and constrained optimization for production rampsequence planning ability to encode facility guardrails and drawdown targets Pressuresystem feature engineering using DHPWHPManifoldUpDownstream signals comfort reconciling telemetry with physical intuition OThistorian PI data wrangling at scale robust handling of gaps sensor drift and event slicing for ramp windows Azure ML model packaging endpoints monitoring handson with CICD for retrains and can migrate from HPCtrained models to cloudserved artifacts Operatorcentric delivery translating model outputs into clear ramp stepsvisual cues stoplights countdowns and validating against controlroom practice Profile Requirement A highly skilled Machine Learning Engineer with 5-10 years of experience in timeseries forecasting sensorlevel feature engineering and optimization models for industrialene...