Requisition ID # 149885
Job Category: Engineering / Science; Information Technology; Maintenance / Construction / Operations
Job Level: Individual Contributor
Business Unit: Electric Operations
Work Type: Hybrid
Job Location: Oakland
Department Overview
The Coworkers of Electric Transmission and Substation Operations ensure the delivery of safe and reliable electric service to our customers. The Transmission Work Strategy and Analytics group is responsible for helping run the day-to-day operations of PG&E’s Electric Transmission System. This group is responsible for executing on key strategic initiatives in Transmission to ensure the safety, quality, delivery, and budget targets are met. The team will work closely with each of the Transmission Organizations include Construction Management, Substation Maintenance, Transmission Maintenance, Temporary Generation and Project Management.
Position Summary
The Expert Data Scientist designs, develops, and executes scripts, programs, models, algorithms, and processes, using structured and unstructured data from disparate sources and sizes, generating useful insights for strategy and policy development, process improvement, and product enhancement. Works on technical development phases: data engineering, analytics/modeling, and visualization/user interface. Interacts with technical and non-technical clients to resolve analysis and technical issues and is able to summarize and package findings for presentation to multi-functional teams and leadership.
This position is hybrid, working from your remote office and Oakland, CA based on business needs.
PG&E is providing the salary range that the company in good faith believes it might pay for this position at the time of the job posting. This compensation range is specific to the locality of the job. The actual salary paid to an individual will be based on multiple factors, including, but not limited to, specific skills, education, licenses or certifications, experience, market value, geographic location, and internal equity. Although we estimate the successful candidate hired into this role will be placed towards the middle or entry point of the range, the decision will be made on a case-by-case basis related to these factors.
A reasonable salary range is:
- Minimum Base Salary (Bay Area) $132,000.00
- Maximum Base Salary (Bay Area) $226,000.00
Job Responsibilities
- Apply statistical and analytical modeling methods such as classification, regression, clustering, anomaly detection, neural networks, etc. to see opportunities for operational improvements and develop strategic insights
- Explore and integrate large and diverse datasets for useful insights
- Implement and test algorithms and techniques relevant to achieving project objectives
- Use predictive modeling to increase and optimize customer experiences, targeted marketing and other business outcomes
- Analyze data for trends and patterns and interpret data with clear objectives in mind
- Understand and anticipate the needs of product/program, and channel team to create data models and insights that lead to improved customer experiences.
- Appropriately document data sources, methodology, and model evaluation metrics
- Develop and present summary presentations for senior management
- Create streamlined visual tools for end-users whenever applicable
- Work with domain experts. Develop a working knowledge of various customer programs and services and channels of service delivery
Qualifications
Minimum:
- Bachelors Degree in Econometrics, Economics, Engineering, Mathematics, Applied Sciences, Statistics or job-related discipline or equivalent experience
- Job-related experience, 5 years, OR Masters Degree and job-related experience, 3 years, OR Doctorate Degree
Desired:
- Experience with SQL, Tableau, Power BI, Excel, PowerPoint and statistical programming languages (Python, R Etc, Foundry)
- Experience within any area of Electric Operations in the electric utility industry
- 3-5 years of experience with scripting languages such as Python
- Responsibilities
- Understand user requirements
- Understand the data in different systems, such as OSI PI and data warehouses
- Fix data issues in the OSI PI system
- Develop and maintain (issue resolution and enhancement) ETL jobs from various systems including OSI PI into MS SQL Server
- Come up with innovative ideas to solve business problems using data
- Document all work
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Utility industry experience, 1 year
- Experience with Palantir Foundry
- Experience in Natural Language Processing (NLP)
- Ability to synthesize complex information into clear insights and translate those insights into decisions and actions
- Ability to clearly communicate complex technical details and insights to colleagues and stakeholders
#featuredjob
Purpose, Virtues and Stands
Our Purpose explains “why” we exist:
- Delivering for our hometowns
- Serving our planet
- Leading with love
Our Virtues capture “who” we need to be:
- Trustworthy
- Empathetic
- Curious
- Tenacious
- Nimble
- Owners
Our Stands are “what” we will achieve together:
- Everyone and everything is always safe
- Catastrophic wildfires shall stop
- It is enjoyable to work with and for PG&E
- A healthy environment and carbon-neutral energy system shall be the reality for all Californians
- Our work shall create prosperity for all customers and investors
More About Our Company
EEO
Pacific Gas and Electric Company is an Affirmative Action and Equal Employment Opportunity employer that actively pursues and hires a diverse workforce. All qualified applicants will receive consideration for employment without regard to race, color, national origin, ancestry, sex, age, religion, physical or mental disability status, medical condition, protected veteran status, marital status, pregnancy, sexual orientation, gender, gender identity, gender expression, genetic information or any other factor that is not related to the job.
Employee Privacy Notice The California Consumer Privacy Act (CCPA) goes into effect on January 1, 2020. CCPA grants new and far-reaching privacy rights to all California residents. The law also entitles job applicants, employees and non-employee workers to be notified of what personal information PG&E collects and for what purpose. The Employee Privacy Notice can be accessed through the following link: Employee Privacy Notice
PG&E will consider qualified applicants with arrest and conviction records for employment in a manner consistent with all state and local laws.