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Energy Supply Data Scientist I or II
2 months ago
PacifiCorp is seeking a highly skilled Data Scientist to join our team in Portland, OR. As a Data Scientist, you will play a critical role in providing actionable insights through data to improve PacifiCorp's interactions with organized electricity markets.
This is an opportunity to apply data analytics to optimize PacifiCorp's operations across six states to minimize power costs for over 2 million customers, while ensuring reliable operations and integrating gigawatts of clean energy to the grid.
Key Responsibilities- Create data mining models to identify and mine data from reliable internal and external sources.
- Develop and apply custom data models and algorithms to large data sets.
- Design tools and testing models to ensure data accuracy.
- Perform statistical reporting and create data analysis methodologies to identify trends in large data sets.
- Collaborate with grid operations, finance and regulatory teams to analyze problems, identify issues, innovate and deliver solutions consistent with schedules established and improve business outcomes.
- Provide technical expertise across business to support functions such as load forecast, energy day ahead trading.
- Research and apply emerging data science techniques to develop tools and analysis for informed business decisions in Energy Supply Management.
- Create and present reports with detailed findings, recommendations and solutions.
- Glean insights from the data to inform and improve market participation, near- and long-term resource planning, energy trading strategies.
- Gather, document and manage business use cases and business requirements.
- Support data literacy and scripting knowledge development across the team.
- Participate in government, industry and other applicable associations or work groups which have the ability to influence or set policy impacting the future of our utility.
The ideal candidate will have a Bachelor's degree in Engineering, Analytics, Data Science, Math, Statistics, Physics or related field; or the equivalent combination of education and experience.
The candidate should have knowledge of C, C++, Java, JavaScript, Python, R, SQL and experience using platforms such as MapReduce, Hadoop, Hive, MySQL, etc.
The candidate should also have proven ability to connect the dots from the data to the business solution, proficient technical writing and public speaking skills, strong problem-solving skills, familiarity with machine learning techniques and ability to work cross functionally and support multiple departments.
In addition, the Data Scientist II requirements include a minimum of 3 years of related professional experience, understanding of generation dispatch, transmission, and organized wholesale markets, experience using C, C++, Java, JavaScript, Python, R, SQL and experience using platforms such as MapReduce, Hadoop, Hive, MySQL, etc.
The candidate should also have experience with business intelligence and data analytics tools such as Power BI and Tableau, hands-on experience with MLOps practices, including CI/CD pipelines, model deployment, monitoring, and versioning, experience with cloud services and platforms like AWS, GCP, or Azure for deploying and managing ML models, specifically using Azure Databricks, Azure Machine Learning Studio, Azure Data Factory, experience using Azure DevOps and Git for version control and experience in story-telling through the use of data.
Preferred QualificationsA Master's in data science or related technical field is preferred, as well as understanding of generation dispatch, transmission, and organized wholesale markets, understanding of business intelligence and data analytics tools such as Power BI and Tableau.
Additional InformationPacifiCorp is an equal opportunity employer and celebrates diversity, equity and inclusion. All qualified applicants will receive consideration for employment without regard to race, color, religion or religious creed, age, national origin, ancestry, citizenship status (except as required by law), gender (including gender identity and expression), sex (including pregnancy), sexual orientation, genetic information, physical or mental disability, medical condition, veteran or military status, familial or parental status, marital status or any other category protected by applicable local, state or U.S. federal law.
PacifiCorp complies with the laws of Washington and California and only obtains and considers positive tests for marijuana in safety-sensitive positions or those covered by U.S. Department of Transportation regulations.
