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Research Scientist - R / Python / Machine Learning - Energy Domain

Research Scientist - R / Python / Machine Learning - Energy Domain

Career MakersBangalore
30+ days ago
Job description
  • The candidate MUST be a PhD in the domain of energy management especially for smart home and building environment. Preferable to have masters in the same domain.
  • Thorough understanding of energy management systems like demand-response based energy management, time-of-day based energy management, energy profiling for smart home activities etc.
  • Sound mathematical modelling skills to model energy management scenarios.
  • Proficiency in energy consumption / storage / production internals for smart devices like AC, HVAC, Solar Panel, Energy Storing Batteries, Smart Switch Panels, Smart Plugs that are commonly used for energy management.
  • Deep understanding of natural human behaviours (like presence, indoor positioning etc.) in relation to energy consumption and other external parameters like weather, comfort, clothing etc.
  • Proficiency in ML / DL algorithms and implementation in the domain of smart home / building energy management and time series energy data handling. Very good expertise on using related libraries (say in Python and R, like Tensorflow / PyTorch, Scikit-learn etc.).
  • Good programming skill in energy specific domain is highly desirable.
  • MUST have proven track record of research in this domain.

    • (ref : hirist.tech)

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