General Electric Staff Data Scientist in Ft Worth, Texas
The 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.
As a Data Scientist, you will be part of a cross-disciplinary modeling & data science team on commercially-facing development projects, typically involving large, complex data sets. These teams typically include domain experts, statisticians, computer scientists, software developers, engineers, product managers, and end users, working in concert with partners in BHGE business units. Potential application areas include remote monitoring and diagnostics across Oil & Gas infrastructure and industrial sectors, and operations optimization.
In the role of Sr Staff Data Scientist, you will:
Be responsible for data exploration and model building targeting given CTQs (field issue investigations, developing tracking filters, inspections, root cause analysis, etc.)
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 on data quality assessment and data cleansing
Execute design, analysis and development of assigned projects adhering to business standards, practices, procedures and product / program requirements
Communicate results, findings and observations in clear and concise documents (presentations, reports, technical articles) to peers and program leader in formal/ informal reviews
Document technical data generated by the assigned project consistent with engineering policies and procedures Qualifications/Requirements: Basic Qualifications:
Bachelor’s Degree in Statistics/Computer Science/Mechanical, Chemical and/or Electrical Engineering from accredited college or university
Minimum 5 years of experience in analytics development for industrial applications in a commercial/industrial setting
Master's degree Statistics/Computer Science/Mechanical or Chemical or Electrical Engineering
Ph.D. in a “STEM” major (Science, Technology, Engineering, Mathematics) plus 1 years’ analytics development for industrial applications in a commercial/industrial settingEligibility Requirements:
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. Desired Characteristics:
Oil & Gas domain knowledge and experience in either upstream, midstream or downstream segments.
Experience with end-to-end modeling projects, from research to solutions to analytic products
Strong hands-on skills in sourcing, cleaning, manipulating and analyzing large volumes of data
Strong oral and written communication skills
Strong interpersonal and leadership skills and ability to influence others and lead small teams
Experience with projects involving Exploratory Data analysis, Pattern Recognition, machine learning
Experience with one or more analytic software tools or languages (e.g., SAS, SPSS, R,Python)#DTR About Us: Baker Hughes, a GE company (NYSE:BHGE) is the world’s first and only fullstream provider of integrated oilfield products, services and digital solutions. Drawing on a storied heritage of invention, BHGE harnesses the passion and experience of its people to enhance productivity across the oil and gas value chain. BHGE helps its customers acquire, transport and refine hydrocarbons more efficiently, productively and safely, with a smaller environmental footprint and at lower cost per barrel. Backed by the digital industrial strength of GE, the company deploys minds, machines and the cloud to break down silos and reduce waste and risk, applying breakthroughs from other industries to advance its own. With operations in over 120 countries, the company’s global scale, local know-how and commitment to service infuse over a century of experience with the spirit of a startup – inventing smarter ways to bring energy to the world.Follow Baker Hughes, a GE company on Twitter @BHGECo, or visit us at BHGE.com. 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; Texas; HoustonGE will only employ those who are legally authorized to work in the United States for this opening.