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Smart Home Energy Efficiency Expert
2 weeks ago
Job Overview
We are seeking a highly skilled professional to fill the role of Energy Management Research Specialist. As a key member of our team, you will be responsible for developing and implementing cutting-edge energy management systems that optimize energy usage in smart homes and buildings.
The ideal candidate will have a deep understanding of energy management principles, including demand-response based energy management, time-of-day based energy management, and energy profiling for smart home activities. Additionally, they should possess strong mathematical modeling skills to analyze and predict energy consumption patterns.
Responsibilities will include designing and implementing machine learning and deep learning algorithms for smart home/building energy management, analyzing energy data to identify areas of improvement, and collaborating with cross-functional teams to integrate energy management solutions.
Requirements
- PhD in energy management or a related field
- Master's degree in energy management or a related field (preferred)
- Strong mathematical modeling skills
- Proficiency in energy consumption/storage/production internals for smart devices
- Deep understanding of natural human behaviors and energy consumption
- Proficiency in ML/DL algorithms and implementation
- Experience with related libraries (Python and R, Tensorflow/PyTorch, Scikit-learn)
- Proven track record of research in this domain
Key Skills
- Energy management systems
- Mathematical modeling
- Machine learning/deep learning algorithms
- Time series energy data handling
- Smart home/building energy management
- Energy consumption/storage/production internals
- Natural human behaviors analysis
Preferred Qualifications
- Good programming skill in energy specific domain