General Electric Sr Staff Data Scientist in Ft Worth, Texas
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, 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.
In this role you will:
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
Develop, verify, and validate analytics to address customer needs and opportunities.
Work as part of a cross-functional team 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.
Communicate methods, findings, and hypotheses with stakeholders. Qualifications/Requirements: Basic Qualifications:
Master’s Degree in a “STEM” major (Science, Technology, Engineering, Mathematics) plus 7 years analytics development for industrial applications in a commercial/industrial settingORPh.D. in a “STEM” major (Science, Technology, Engineering, Mathematics) plus 3 year analytics development for industrial applications in a commercial/industrial settingEligibility 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 travel 20%
Must be willing to work out of an office located in Houston Tx Desired Characteristics: Desired Characteristics: -
Demonstrated skill in the use of one or more analytic software tools or languages (e.g., R, Python, Dataiku, SAS, SPSS,)
Demonstrated skill at data cleansing, data quality assessment, and using analytics for data assessment
Demonstrated skill in the use of applied analytics, descriptive statistics, feature extraction and predictive analytics on industrial datasets
Demonstrated skill at data visualization and storytelling for an audience of stakeholders
Demonstrated skills in use of some of the Machine Learning/AI techniques (e.g., Regularization Techniques, Boosting, Random Forests, Ensemble Methods, image/video/audio processing, time series modeling)
Demonstrated expertise in the use of one or more analytic software tools or languages (e.g., SAS, SPSS, R, Python)
Demonstrated expertise in data visualization and storytelling to translate complex data into customer insight
Demonstrated expertise in modeling, feature extraction, and the development and application of descriptive, applied, and predictive analytics on industrial datasets
Demonstrated expertise in data science technology and industry trendsTechnical Expertise:
Demonstrated skill in data management methods and analytic scaling
Demonstrated skill in prescriptive analytics and analytic prototyping
Demonstrated skill in solutions integrationDomain Knowledge:
Demonstrated skill in one or more industry sectors where GE operates
Demonstrated skill in defining and delivering customer valueLeadership:
Demonstrated expertise working in team settings in various roles
Demonstrated expertise in critical thinking and problem solving methods
Demonstrated expertise in presentation and communications skillsPersonal Attributes:
Demonstrated skill in serving as a change agent
Demonstrated skill in working in ambiguous environments#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; Texas; HoustonGE will only employ those who are legally authorized to work in the United States for this opening.