General Electric Sr Staff Data Scientist in San Ramon, California
The Sr Staff Data Scientist will work in and lead teams as technical domain expert addressing statistical, machine learning and data understanding problems in a commercial technology and consultancy development environment. In this role, they will contribute to the development and deployment of modern machine learning, operational research, semantic analysis, and statistical methods for finding structure in large data sets.
Lead accelerated NPI development of physics aided AI and Machine Learning driven software solutions for Network Performance Management of Electricity Value Network (EVN) spectrum for Power Digital suite of products
Provide technical leadership in building foundation for AI and Machine Learning for Power Transmission and Distribution
Collaborate with key stakeholders in defining multi generation technology roadmaps for data science and analytics for EVN/T&D analytics
Contribute to build out of most comprehensive EVN Analytics Catalog and Workbench for Power business
Work seamlessly with cross-functional global teams to deliver innovative advanced analytics based solutions for power customers
Demonstrate superior engineering and domain knowledge and help organization gain the competitive edge
Understand business level drivers for electricity value network from product line and from customer perspective in order to meet their needs and requirements
Provide technology forecasting and IP strategies to the business
Collaborate across Power and Digital businesses to build differentiated solutions that fit the design and future of our products Qualifications/Requirements: Basic Qualifications:
Master’s degree or PhD in Engineering, Mathematics, Applied Statistics or Computer Science
Minimum of 10 years of engineering experience with at least 7-8 years in implementing Data Science and Analytics/ AI & ML techniques for industrial applications
Minimum of 5 years for experience in monitoring and diagnostics, prognostics and health management, operations optimization, asset and network level performance optimization for energy products and services Eligibility Requirements:
Legal authorization to work in the U.S. is required. We will not sponsor individuals for employment visas, now or in the future, for this job
Must be willing to work out of an office located in San Ramon, CA
Must be willing to travel to other GE and customer sites as required with < 10% travel anticipated Desired Characteristics:
Able to interface effectively with all levels of the organization
Strong analytics skills with expertise in machine learning, statistical analysis, signal processing and data mining
Broad understanding of power generation, transmission and distribution products and services
Work experience with industrial products and services in an international setting
Proven track record of Innovation and IP generation
Effective interpersonal and influencing skills
Experience in developing advanced analytics with latest technology stack such as Python, Spark, SAS, R, C++ etc.
Hands on experience with analytics deployment and orchestration tools, database technologies and visualization tools for customer facing software applications
Ability to work in a dynamic environment with a wide variety of organizations and individuals in global locations
Ability and willingness to challenge status quo, without allegiance to past or current practices and technology, to get to the best GE products #DTR About Us: GE is the world's Digital Industrial Company, transforming industry with software-defined machines and solutions that are connected, responsive and predictive. Through our people, leadership development, services, technology and scale, GE delivers better outcomes for global customers by speaking the language of industry. GE offers a great work environment, professional development, challenging careers, and competitive compensation. GE is an Equal Opportunity Employer at http://www.ge.com/sites/default/files/15-000845%20EEO%20combined.pdf . Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.
Locations: United States; California; San Ramon
GE will only employ those who are legally authorized to work in the United States for this opening.