General Electric Sr Data Scientist - Operations Research in Honolulu, Hawaii
At GE Transportation at http://www.getransportation.com/ , we move the world. We
are a global digital industrial leader and supplier to the rail, mining, marine, stationary power and drilling
industries. Our solutions help customers deliver goods and services with greater speed and greater savings using
our advanced manufacturing techniques, industry expertise and connected machines. Established more than a
century ago, GE Transportation is a division of GE that began as a pioneer in passenger and freight locomotives.
That innovative spirit still drives GE Transportation today. It's the engine of change that puts us at the forefront of
transportation technology, software, and analytics. And it's why we continue to find-and realize-the potential that
keeps our connected world moving forward. The GE Transportation Global Headquarters is located in Chicago,
Illinois. There are over 65 service sites worldwide..
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.
From network activities such as the dispatching of trains to intermodal terminals where these trains are built—efficiency is key. As Sr. Data Scientist - Operations Research, you will work closely with product managers, owners, and engineers to develop and implement cutting-edge network planning and optimization algorithms. You will also be responsible for interacting with operations research experts and universities in developing state of the art algorithms and solution techniques.
Develop optimization models and analytics to address customer needs and opportunities
Work alongside software developers and software engineers to translate algorithms into commercially viable products and services
Work in technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics
Perform exploratory and targeted data analyses using descriptive statistics and other methods
Work with data engineers on data quality assessment, data cleansing, and data analytics
Generate reports, annotated code, and other projects artifacts to document, archive, and communicate your work and outcomes
Share and discuss findings with team members
MS or PhD in Operations Research, Applied Mathematics or Computer Science
GE Leadership Program Graduates will get credit towards relevant work experience, commensurate with the program they have completed
Legal authorization to work in the US is required. GE may agree to sponsor an individual for an employment visa now or in the future if there is a shortage of individuals with particular skills.
Must be willing to work out of an office located in Chicago, IL or Melbourne, FL
Must be willing to travel
Minimum of 5 years of software development experience in optimization/network modeling with emphasis on algorithm/heuristic implementation
Experience in using optimization suites such as CPLEX or Gurobi
Experience in object-oriented programming such as Java, C#, or C+Domain Knowledge:
Model large-scale transportation network and terminal operations to optimize efficiency
Collect and analyze operational data to determine the effectiveness of optimization models and algorithms
Implement proof of concepts to help make technology choices and validate modeling assumptions
Liaise with customer operations researchers and subject matter experts to improve algorithm effectiveness against Key Performance Indicators
Work with the GE software product owners to identify model and algorithm behaviors which are common across the industry
Automation experience is a plus
Demonstrated skill at functioning in a team setting
Demonstrated awareness of critical thinking and problem-solving methods
Demonstrated awareness of presentation and influencing skills
- Demonstrated awareness of how to succeed in ambiguous circumstances
Locations: United States; Florida, Illinois; Chicago, Melbourne
GE will only employ those who are legally authorized to work in the United States for this opening.