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Principal Data Scientist

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GE Renewable EnergySchenectady, NY
  • 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.
  • At GE Digital, we are creating technology and solutions to enable social, mobile, analytical and cloud capabilities for the Industrial Internet.
  • The Industrial Internet is an open, global network that connects people, data and machines.
  • Its about making infrastructure more intelligent and advancing the industries critical to the world we live in.
  • At GE, we believe its about the future of industryenergy, healthcare, transportation, manufacturing.
  • Its about making the world work better.
  • GE is transforming itself to become the world's premier digital industrial company, executing critical outcomes for our customers.
  • Explore how you can drive greater asset reliability, lower operating costs, reduce risk and accelerate operational performance with our Predix platform and software solutions.
  • GE offers a great work environment, professional development, challenging careers, and competitive compensation.
  • GE is an Equal Opportunity Employer.
  • 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.
  • The Principal Data Scientist will guide, lead, and work in teams as technical domain expert addressing statistical, machine learning and data understanding problems in a commercial technology and consultancy development environment.
  • In this role, you 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.
  • As a Principal Data Scientist, you will guide, lead, or otherwise contribute to data science or cross-disciplinary team on commercially-facing development projects, typically involving large, complex data sets.
  • These teams typically include statisticians, computer scientists, software developers, engineers, product managers, and end users, working in concert with partners in GE business units.
  • Potential application areas include remote monitoring and diagnostics across infrastructure and industrial sectors, financial portfolio risk assessment, and operations optimization.
  • Partner with GE Software Engagement Managers to shape Statements of Work for Data Science opportunities and GE Software Solutions
  • Participate in Data Science Workouts to shape Data Science opportunities and identify opportunities to use data science to create customer value
  • Guide junior Data Scientists to develop, verify, and validate analytics to address customer needs and opportunities.
  • Provide technical project and program oversight to ensure appropriate technical rigor is applied to Data Science engagements
  • Guide cross-functional teams to translate algorithms into commercially viable products and services.
  • Guide and otherwise contribute to technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics.
  • Partner with data engineers on data quality assessment, data cleansing and data analytics efforts
  • Generate reports, annotated code, and other projects artifacts to document, archive, and communicate your work and outcomes.
  • Communicate methods, findings, and hypotheses with stakeholders.
  • Ph. D. in a STEM major (Science, Technology, Engineering, Mathematics) plus 10 years of analytics development for industrial applications in a commercial/industrial setting.
  • 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.
  • Demonstrated expertise in translating customer need into data and analytics requirements
  • Demonstrated expertise in the design, development, verification, and validation of descriptive, applied, predictive, and prescriptive analytics for industrial applications
  • Demonstrated expertise in one or more development tools and languages (e.g., R, Python)
  • Demonstrated expertise in one or more industry sectors where GE operates (i.e., Aviation, Oil & Gas, Power & Water, Transportation, Mining, Healthcare)
  • Demonstrated skill in data management methods and analytic scaling
  • Demonstrated skill in solutions integration
  • Demonstrated expertise in delivering professional services
  • Demonstrated and externally recognized expertise in data science technology and industry trends
  • Demonstrated expertise in technical and/or business consulting
  • Demonstrated expertise in critical thinking and problem solving methods
  • Demonstrated expertise in influencing, presentation and communications skills
  • Demonstrated expertise in delivering business value in ambiguous environments
  • Locations: United States; New York; Schenectady
  • GE will only employ those who are legally authorized to work in the United States for this opening.
  • Any offer of employment is conditional upon the successful completion of a background investigation and drug screen.
  • GE Renewable Energy 58
  • Star Star Star Star Star
  • Rating Trends Rating Trends
  • Recommend to a friend
  • Jul 11, 2017 Star Star Star Star Star Work/Life BalanceCulture & ValuesCareer OpportunitiesComp & BenefitsSenior Management Current Employee - Anonymous Employee Current Employee - Anonymous Employee Recommends Positive Outlook No opinion of CEO I have been working at GE Renewable Energy full-timeProsThis is a review towards GE more than Renewable Energy.
  • This is the company where you can spend your whole life,change jobs, location, business at will and grow as much as you are willing to.
  • Not many other company has the breadth and width of career opportunities, challenging roles and quality of global compensation package than GE. Plus working in the Renewable Energy field is something to be proud of as it is limitless and clean!
  • ConsNot many "cons"; for people that are not willing to relocate, the career advancement is more limited.
  • The locations are also often remote and not in the "wanted" areas although it is getting better and better, I guess because GE knows it's where the workers are (move from Fairfield to Boston or the digital in San Ramon, for example).
  • Advice to ManagementThe "new" GE Beliefs should be enforced and be a base for compensation review for all upper management.
  • Way too many legacy-Alstom (or Welch era) managers are not embracing the new beliefs, especially regarding empowerment of their employees.
  • Micro management, time control and the likes should not be in this company anymore and reward should be given to results.
  • Advice to ManagementAlways realize that the people who work for you are what matters, not the financial numbers.
  • If you have a good team, you should fight to keep them and adjust projects to avoid needing to shrink and build the team often due to layoffs.

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