Data Scientist II for Puget Sound Energy's Gas System Integrity team. Transforming complex data into actionable insights for safety and maintenance optimization.
Responsibilities
transform complex data into actionable insights that enhance the safety and reliability of our natural gas system
manages over 26,000 miles of pipeline serving more than 880,000 customers
develop production quality complex analytics and machine learning models where analysis of data requires the evaluation of a multitude of factors
participate in data science mentoring efforts
provides leadership for cross-functional projects and enterprise data and analytics solutions
effectively communicates and collaborates across groups to provide insights to the organization
enhances data collection procedures to include information that is relevant for building user solutions
carries out data mining using state-of-the-art methods
performs ad-hoc analysis and presenting results in a clear manner
manages multiple large scale, end-to-end data science projects simultaneously
Requirements
Bachelor’s degree in Computer Science, mathematics, statistics, economics, finance, Data Science or other relevant quantitative field; or equivalent experience
At least three years of experience leading Data Science projects
Experience with prioritizing multiple small Data Science initiatives
Experience with creating project overviews and effort estimates
SQL and NOSQL experience
Experience with mentoring data scientists and business users
Experience building, tuning, and managing the creation of machine learning models for business applications including data cleansing, ordering, and tagging (data wrangling)
Solid experience with data scripting languages such as Python, and R
Experience in SQL and data manipulation techniques
Experience with Machine Learning, Data Science algorithm visualization
Solid understanding of Machine Learning techniques such as Regression, clustering, decision trees, random forests, NLP, etc
Functional knowledge of cloud platforms such as AWS
Ability to present findings in the data in a clear and concise manner, using visualization (e.g. creating dashboards) and narrative formats
Strong organizational and multitasking skills with ability to balance competing priorities
Strong communication skills and the ability to naturally explain difficult technical topics to everyone from data scientists to engineers to business partners.
Benefits
medical, dental, vision, basic life, and short- and long-term disability insurance
additional voluntary options of supplemental life insurance, accidental death and dismemberment insurance, flexible spending accounts for health care and dependent daycare, and an Employee assistance program (EAP)
long term savings, PSE offers a 401(k) investment option and a cash balance retirement plan
Paid Time Off (PTO) and Paid Holidays throughout the calendar year
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