Senior Data Scientist - Forecasting (US)
4 Months ago
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Job Description
Senior Data Scientist, Forecasting (US)
Location: Remote
Department: Data Science
Type: Full Time
Min Experience: Experienced
The Forecasting team is looking for an experienced Senior Data Scientist to develop and maintain AutoGrid's measurement and verification (M&V) and forecasting platform. We have a platform that can support forecasting and M&V for about a million devices. You will work with the team of data engineers and software engineers to launch new forecasting and M&V services and optimize existing ones.
**Responsibilities:**
- Design, implement, and maintain the algorithms for M&V and forecasting.
- Perform ad hoc analysis on AutoGrid's data to gain insights and guide decisions.
- Improve scalability of forecasting and M&V jobs by optimizing code.
- Work with other data software/SRE engineers to troubleshoot production problems and respond to customer queries.
- Mentor junior data scientists and software engineers.
- Gather and analyze requirements and convert functional requirements into concrete technical tasks.
- Work effectively with engineering teams distributed globally.
- Communicate effectively across the business to team leads, clients, and other stakeholders.
**Qualifications:**
- BS/BA in quantitative fields, applied mathematics, statistics, or various engineering fields is required.
- 5 years of experience in data scientist roles.
- Ability to learn a problem domain quickly and think critically.
- Prior experience in the energy industry, especially in electricity and demand response, is preferred.
- Hands-on experience in building forecasting models is required.
- Experience in Python data science stack (e.g. numpy, scipy, pandas, and scikit-learn).
- Experience with some parallelization framework (pyspark or Dask).
- Experience with RDS and SQL.
- Experience with NoSQL databases is a plus.
- Good programming skills and the ability to navigate a distributed infrastructure.
- Experience in working with production codebase is a plus.
- Experience working in an agile team.
- Experience using containerization (e.g. Docker and Kubernetes).
**About AutoGrid:** At AutoGrid, you will join a team helping to accelerate the world's transition to a clean, affordable, and reliable energy system. We're a growing and award-winning clean technology company driving the fundamental transformation of the electrical grid into a distributed, decarbonized, and digitized network of connected assets. With more than 3,000 megawatts of flexible capacity under contract with energy companies around the globe, our solutions give you an opportunity to make a real-world impact. If you are passionate about using technology to improve society and love a fun, fast-paced work culture with opportunities for continuous learning and advancement, you will love AutoGrid. We continuously create an inclusive environment and welcome people from all walks of life.
**Apply for this Position:** Required fields:
- First name
- Last name
- Email address
- Location
- Phone number
- Resume
- Cover Letter
- Highest level of education completed
- Desired salary
- Earliest start date
- Optional: Self-Identification as a U.S. Veteran
AutoGrid
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About this company
Founders:Amit Narayan
Founded date:2011
Revenue:US$ 100 - 500 million
Investors:Energy Impact Partners, Envision Group, National Grid, SolarEdge Technologies, Ørsted
Stage:Series C Plus
Website:auto-grid.com
AutoGrid Systems organizes energy data and employs big data analytics to generate real-time predictions that create actionable data. The company’s suite of flexibility management applications allows utilities, electricity retailers, renewable...read more
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