As a Senior Data Scientist at Stem, you’ll be working at the forefront of the storage revolution. Your duties will include improving Stem’s forecasting and optimization algorithms, driving improvements in operational efficiencies, and doing exploratory analysis and reporting on the results to different groups within the company. The Data Science team at Stem is responsible for not only development of our algorithms but also deploying the algorithms in production. So, if you are passionate about big data, software development and applying machine learning to help reduce the carbon intensity of the grid, then we’d like to hear from you!
Our offices are located in Millbrae, CA, and Downtown Oakland. Both locations have very easy access to BART, and this position can be based in either location.
- Highly proficient in software development in Python.
- Demonstrated ability to develop and deploy Machine Learning algorithms to a production environment using the Python scientific stack (numpy, scipy, scikit-learn)
- Familiarity with SQL databases
- Experience working in a test-driven development environment
- Excellent written, verbal, and collaboration skills
- Ability to work in a fast-paced, dynamic environment
- Familiarity with the Linux environment
- Advanced degree (Masters or Ph.D) in Computer Science, Physics, Electrical or Mechanical Engineering, Statistics, Operational Research or related field
- Experience working in the Energy Sector, or relevant academic experience
- Demonstrated history and interest in mentoring junior Data Scientists/Software Engineers
Nice to Haves
- Hands on experience with big data and streaming technologies (Hadoop ecosystem, Apache Spark)
- Experience with time series analysis and forecasting algorithms
- Experience with linear/convex optimization and solving such optimization problems with Python or commercial modelers/solvers
- Experience working with embedded devices
- Proficiency in C++/Java or other programming languages
- Experience working with TensorFlow/Keras or other NN libraries
- Hands-on experience with Agile Methodology and working in Agile teams
Job LocationMillbrae, California, United States
- Term Entry
- Company Stem