Data Scientist
Who we are looking for:
As a Data Scientist at kWh Analytics, you’ll have the opportunity to work at the forefront of innovation in an emerging industry, with an experienced, mission-driven team. Your contributions will help us continue creating products that power the growth of the solar industry and ultimately help fight climate change.
We have built a first-of-its-kind predictive model that can accurately forecast the energy output of solar power projects, and we need your help as we take this technology to the next level. We need a self-starter who has a strong quantitative background, great communication skills and an interest in working closely with our business team on projects that are critical to our success.
You have a master’s degree in computer science, statistics, or related field; or equivalent real-world experience
You have a track record of spotting relevant trends in noisy data sets
You enjoy the challenge of balancing speed of results with robust statistical methods
You're good at communicating complex concepts in clear non-technical terms
You should have the curiosity and drive to constantly learn new skills, and tools
You should thrive in a fast-paced, dynamic environment as kWh adapts to a rapidly growing and changing solar industry
You should be dedicated to quality, craftsmanship, truth and accuracy in reporting
What you can look forward to:
Comparing alternative modeling methodologies and choosing the best tools for the job
Continuously seeking new ways to validate and improve the accuracy of the model
Delivering well-supported analysis with uncertainty / confidence metrics that we can stand by
A wide variety of health benefits, 401(k), HSA, FSA, corporate discounts, and commuter benefits
Working on a small, supportive team of mission-driven people
Working closely with our business development team, communicating model results and helping to make data-informed decisions
Professional development -- maximizing impact for yourself, your team, and kWh as a whole
Required skills:
Excellent Python coding skills
A good command of statistics -- random variables, statistical tests, confidence intervals, etc.
Ability to independently design analyses, support conclusions with data, and communicate results clearly
Fluency with a variety of statistical modeling/learning approaches, and ability to clearly explain the trade-offs and why a certain one is best for a certain problem
Experience with cleaning messy data sets, dealing with missing fields, and identifying outliers
Nice to Have:
Domain knowledge of energy, project finance, or insurance
Experience working with photovoltaics (PV), wind, or battery data
Experience working with weather data and weather models
Learn more about what we do and why it matters here
Location: SF Bay Area
kWh Analytics is an equal opportunity employer. We celebrate diversity and are committed to maintaining an inclusive environment for all employees.
Please send your resume (email title: “Your Name - Data Scientist”) to people@kwhanalytics.com. If possible, please include a link to an example of a data analysis or prediction you’ve done (e.g. publications, posters, blog posts, and github repositories)