E Source is looking to drive data science innovation and help utilities make data-driven decisions that positively impact their customers, bottom line, and the planet.
Requirements
- Proficiency in R or Python (fluency in both preferred)
- Experience applying data science methods to proof-of-concept and operational support projects in a professional environment
- Experience leveraging both static customer attributes (e.g., demographics) and dynamic behavioral data (e.g., purchasing patterns, click-through rates, bill payment trends) to model and predict customer response likelihood to targeted offers or campaigns
- Familiarity with cloud environments, specifically AWS and Azure
- Strong understanding of a variety of statistical and machine learning model families, including: Generalized linear models, Time series approaches, Penalized regression models, Tree-based ensemble models, Neural network models, Natural language processing techniques
- Experience using Databricks, particularly with PySpark
- Familiarity with customer and distribution grid data models
Responsibilities
- Contributing to translating a scope of work into technical tasks for project team assignments using Jira issues
- Data exploration and evaluating sufficiency to perform data science tasks
- Creatively distilling insights from data exploration and modeling which make our work products meaningful and actionable for our clients.
- Developing statistical and machine learning models and validating model performance
- Collaborating on the development and maintenance of data science pipelines for repeated execution
- Code repository management and code reviews
- Communicating with clients (internal or external) throughout the data science project lifecycle
Other
- Master’s degree or PhD in a technical field such as statistics, economics, mathematics, or electrical engineering
- Strong communication and presentation skills
- Applicants must be authorized to work for any employer in the US or Canada
- 100% remote, with infrequent travel (generally 1-2 times per year)
- Flexible time off (FTO) program where you can take as many paid days off per year as they need, with manager approval
