Uplight · 5 days ago
Senior Data Scientist, Forecasting
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EnergySoftware
Insider Connection @Uplight
Responsibilities
Design, implement, and maintain the algorithms for M&V and forecasting.
Perform ad-hoc analysis on Uplight’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.
Educate the team members of the data science work, including the algorithms for M&V and time-series forecasting.
Mentor junior data scientists and software engineers.
Gather and analyze requirements and convert functional requirements into concrete technical tasks and be able to provide consistent and reasonable effort estimates on an ongoing basis.
Work effectively with the engineering teams distributed globally to understand project requirements, identify opportunities for collaboration, and articulate project delivery risks in advance.
Communicate effectively across business to team leads, subject matter experts, leadership, clients and other stakeholders.
Qualification
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Required
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 in some parallelization framework (pyspark or Dask) is required.
Experience with RDS and SQL is required. Experience with NoSQL databases is a plus.
Excellent communication skills, ability to explain complex technical topics to both technical and non-technical audiences highlighting pros, cons, estimated timelines and risks associated for prioritization, decision making and risk mitigation.
Ability to cope with and thrive in a fast-paced, dynamic work environment with evolving project requirements.
Good programming skills and the ability to navigate a distributed infrastructure are required.
Preferred
Experience in working with production codebase
Experience working in an agile team
Experience using containerization (e.g. Docker) and Kubernetes
Don’t meet every single requirement? Studies have shown that women, marginalized genders and people of color are less likely to apply to jobs unless they meet every single qualification. At Uplight we are dedicated to building a diverse, inclusive and authentic workplace, so if you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyways. You may be just the right candidate for this or other roles.
Benefits
401k Match
Medical, vision, and dental insurance
Monthly wellness stipend
Peer to peer recognition program
Management by objectives bonus plan
Innovative flexible time off policy
Exceptionally collaborative and cool office spaces
8 weeks of paid parental leave, with an extra 2 weeks of full-pay part-time work for a smoother transition for parents
Company
Uplight
Uplight provides end-to-end customer-centric technology solutions.
H1B Sponsorship
Uplight has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (2)
2022 (3)
2021 (2)
2020 (3)
Funding
Current Stage
Growth StageTotal Funding
unknown2021-03-03Private Equity· Undisclosed
Recent News
2024-05-24
Google Patent
2024-04-13
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