
Senior Data Scientist
Pacific Gas and Electric Company
full-time
Posted on:
Location Type: Hybrid
Location: Oakland • California • United States
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Salary
💰 $126,000 - $163,000 per year
Job Level
Tech Stack
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