189 applicants

Company

Original Job Post

Pacific Gas and Electric Company · 2 days ago

Senior Data Scientist

San Ramon, CA

Full-time

Hybrid

Senior Level

$122K/yr - $194K/yr

4+ years exp

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EnergyEnergy Efficiency

Insider Connection @Pacific Gas and Electric Company

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Researches and applies knowledge of existing and emerging data science principles, theories, and techniques to inform business decisions

Creates data mining architectures / models / protocols, statistical reporting, and data analysis methodologies to identify trends in structured and unstructured data sets

Extracts, transforms, and loads data from dissimilar sources from across PG&E for their machine learning feature engineering.

Applies data science/ machine learning /artificial intelligence methods to develop defensible and reproducible predictive or optimization models,

Co-develops mathematical models and AI simulations that represent complex business problems

Writes and documents python code for data science (feature engineering and machine learning modeling) independently.

Serves as the technical lead for the development of simple models.

Develops and presents summary presentations to business.

Act as peer reviewer of simple models

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Software EngineeringStatisticsMachine LearningSQLPythonRMS AccessExcel MacrosArcGISStatistical TheoriesMonte Carlo SimulationSensitivity AnalysisData Science ToolkitsNumPyRapidMinerSASAnacondaMS AzureAmazonMatLabTableauDOT 49 CFR Part 192 CodesCPUC GO 112EProblem-SolvingCommunicationIndustry Experience

Required

Bachelor’s Degree in Data Science, Machine Learning, Computer Science, Physics, Econometrics or Economics, Engineering, Mathematics, Applied Sciences, Statistics, or equivalent field.

4 years in data science (or 2 years, if possess Master’s Degree).

Competency in software engineering, statistics, and machine learning techniques as they apply to data science deployment.

Knowledge of relevant programming languages and database tools - for example SQL, Python, R, MS Access, Excel Macros, ArcGIS.

Knowledge of statistical theories, concepts, methods, best practices, Monte Carlo simulation and sensitivity analysis.

Experience with common data science toolkits, such as R, NumPy, Analytica, RapidMiner, SAS, Anaconda, MS Azure, Amazon, MatLab, Tableau, etc. Excellence in at least one of these is highly desirable.

Understanding of Department of Transportation (DOT) 49 CFR Part 192 codes and regulations, California Public Utility Commission (CPUC) GO 112E.

Excellent written and verbal communication skills, competency in communication that adapts to the unique needs of different audiences.

Preferred

Master’s Degree in Data Science, Machine Learning, Computer Science, Physics, Econometrics or Economics, Engineering, Mathematics, Applied Sciences, Statistics, or equivalent field.

Relevant industry (electric or gas utility, renewable energy, analytics consulting, etc.) experience.

Benefits

Discretionary Incentive Compensation Programs

Company

Pacific Gas and Electric Company

Pacific Gas and Electric Company, incorporated in California in 1905, is one of the largest combination natural gas and electric utilities in the United States.

Founded in 1905

San Francisco, California, USA

10,001+ employees