Staff Data Scientist, Energy Insights

United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Biotechnology, Renewable Energy, FintechIndustries

Requirements

Candidates should possess an MS degree in Data Science, Statistics, MIS, or a related technical field, or equivalent work experience, with over 7 years of experience as a Data Scientist. They need 7+ years of hands-on experience with SQL for data manipulation and 5+ years of experience with Python for statistical programming. Experience in developing, deploying, and maintaining ML models using MLFlow and/or AWS Sagemaker, particularly those based on energy data, is required. The role also requires experience evaluating ML models, communicating results to non-technical stakeholders, and a demonstrated ability to work cross-functionally to productionize and drive adoption of ML models by translating business needs into impactful ML modeling projects.

Responsibilities

The Staff Data Scientist will develop Machine Learning models using energy data for various company-wide use cases, including predictive maintenance and savings predictions. They will collaborate with stakeholders in Operations, Maintenance, and Consumer Solutions to scope and prioritize data modeling projects that enhance team efficiency and effectiveness. The role involves establishing best practices for measuring data model performance, educating stakeholders on the value and lifecycle of data products, mentoring team members on ML projects, and participating in tool selection decisions. Additionally, the position requires providing guidance to Analytics Engineers on data modeling needs for ML systems.

Skills

Machine Learning

Predictive Modeling

Energy Data

Data Modeling

Roadmap Prioritization

Stakeholder Management

Data Analysis

Goodleap

Marketplace for sustainable home upgrades and financing

About Goodleap

GoodLeap provides a marketplace for sustainable home solutions, connecting homeowners with professionals who specialize in eco-friendly home improvements. Their platform simplifies the purchasing process by offering a single point of sale technology that allows users to explore various upgrade options and choose flexible payment plans that suit their budgets. Unlike many competitors, GoodLeap focuses specifically on sustainability and partners with over 18,000 professionals nationwide, ensuring a wide range of services and expertise. The company's goal is to help homeowners make environmentally conscious upgrades while saving money, and they also contribute to sustainable energy projects through their partnership with GivePower, donating a portion of their revenue with each transaction.

Roseville, CaliforniaHeadquarters

2003Year Founded

$778.2MTotal Funding

DEBTCompany Stage

Energy, Fintech, Social Impact, Consumer GoodsIndustries

1,001-5,000Employees

Benefits

Flexible Work Hours

Risks

Emerging fintech companies offering similar solutions could erode GoodLeap's market share.

Rising interest rates may reduce the affordability of GoodLeap's financing options.

Direct-to-consumer solar panel sales could threaten GoodLeap's traditional financing model.

Differentiation

GoodLeap offers a seamless point-of-sale platform for sustainable home upgrades.

The company partners with over 18,000 professionals nationwide for home improvement solutions.

GoodLeap supports GivePower, donating to sustainable energy projects with every transaction.

Upsides

GoodLeap closed a $470 million securitization backed by sustainable home improvement loans in 2023.

The company raised $800 million to expand in a $430-billion-per-year market.

Increased consumer interest in energy-efficient upgrades boosts demand for GoodLeap's financing options.

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