Pacific Gas and Electric Company

Senior Data Scientist

Pacific Gas and Electric Company

full-time

Posted on:

Location Type: Hybrid

Location: OaklandCaliforniaUnited States

Visit company website

Explore more

AI Apply
Apply

Salary

💰 $126,000 - $163,000 per year

Job Level

About the role

  • Develop, calibrate, validate, and maintain scalable computer vision ML algorithms to extract intelligence from image-based data.
  • Iterate and incorporate new ML algorithms to continuously improve product performance under a variety of conditions.
  • Identify optimal analytical methods and solutions for algorithm development.
  • Provide insight and recommendations for the architecture design based on information obtained from machine learning algorithms, advanced mathematical models, and business expertise.
  • Create data pipelines to add structure to the resultant data extracted from images, and work to integrate the data into other algorithms and visualization tools and platforms.
  • Provide technical expertise in building an analytics-driven product pipeline.
  • Assess needs and recommend experiments and projects, suggest new algorithmic development, and drive tactical decisions about approaches and data requirements.
  • Collaborate with end-user and product owners to understand computer vision needs.
  • Design and implement methodologies for testing and accuracy assessment.
  • Provide production support for computer vision components.
  • Further the goals and positive, professional image of the Division through effective dealings with customers, stakeholders and other MEPPI divisions.

Requirements

  • Bachelor’s degree in data science, Machine Learning, Computer Science, Physics, Econometrics or Economics, Engineering, Mathematics, Applied Sciences, Statistics, or equivalent field
  • 4 years of experience in computer vision, machine learning, and/or image processing
  • Advanced software engineering skills and experience with Python programming
  • Knowledge of deep learning, including semantic segmentation and object detection
  • Ability to learn, adapt and utilize new technology related to the Power-I Substation Monitoring Platform
  • Advanced interpersonal, communications and presentation skills
  • Advanced analytical and problem-solving skills
  • Advanced computer skills with emphasis on Microsoft Office products to prepare reports, analysis and schedules
  • Experience with handling large datasets and cloud computing platforms (e.g. AWS, Azure, GCP, or other enterprise level analytics platforms
  • Experience turning business needs into technical requirements, and structuring developments, analysis and validation plans to meet requirements
  • Relevant industry experience (electric or gas utility, EV charging infrastructure, Vehicle-Grid integration, distributed energy resources, analytics consulting, etc.).
Benefits
  • Health Care
  • Retirement Plans
  • Top Industry Wages
  • Paid Time Off & Sign-on Bonus
  • Relocation Services
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
computer visionmachine learningimage processingPython programmingdeep learningsemantic segmentationobject detectiondata pipelinesanalytics-driven product pipelinealgorithm development
Soft Skills
interpersonal skillscommunication skillspresentation skillsanalytical skillsproblem-solving skillsadaptabilitycollaborationcustomer engagementstakeholder managementtactical decision-making