Recruiter GE Oil and Gas
Location Oklahoma City, Oklahoma, United States
Posted 24 Sep 2018
Closes 24 Oct 2018
Sector Oil and Gas
Contract Type Permanent
Hours Full Time
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*******Senior Data ScientistOil and Gas HeadquartersGE Oil and GasUnited StatesEssential ResponsibilitiesThe EIC is BHGE’s research division developing the next generation digital industrial technologies for product offerings in the oil and gas industry.The Senior Data Scientist will be part of a cross-disciplinary team working on research and customer-facing development projects, typically involving large, complex data sets. The teams typically consist of software developers, engineers, product managers, computer scientists, and end users working to develop algorithms into commercially viable products and services in the EIC Technology Development ********** Senior Data Scientist, you will:
Work with customers, engineers, and other data scientists to develop and validate analytics within well-defined projects to address customer needs and opportunities
Work in technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics
Work alongside software developers and software engineers to translate algorithms into commercially viable products and services
Work on data quality assessment, data cleansing and data analytics
Perform exploratory and targeted data analyses using descriptive statistics and other methods
Develop and apply Deep Learning and different technologies, including CNN and RNN etc., for analytics, computer vision, imaging algorithms, speech, and natural language processing etc. applications
classification techniques via supervised/unsupervised learning, automated feature generation, and image labeling etc.
Deploy the solutions into oilfield and evaluate the performance of deep learning models
Generate reports, annotated code, and other projects artifacts to document, archive, and communicate the work and outcomes
Support analytics framework development, working closely with analytics researchers, data scientists, mechanical, electrical, petroleum and chemical engineers
Provide inputs on best practices, industry trends, and future potential for industrial analytics.
Influence from a technical standpoint across the function and business.Role Summary/PurposeAs Senior Data Scientist located at the BHGE Energy Innovation Center (EIC) in Oklahoma City you will work with the EIC Digital Enablement Leader to drive the development of industrial analytics to solve customer challenges in the oil and gas industry.You will work with customers to understand product needs, as well as petroleum engineers, other data scientists and SW developers to create and validate new analytics to be integrated into commercial product offerings.Qualifications/Requirements
Masters’ degree in STEM majors (Science, Technology, Engineering and Mathematics) with industrial/research work experience of 5 years or more
Legal authorization to work in the US is required.We will not sponsor individuals for employment visas, now or in the future, for this job
Any offer of employment is conditioned upon the successful completion of a background investigation and drug screen
Must be willing to travel
Must be willing to work out of an office located in Oklahoma CityDesired Characteristics
Ph.D degree in Data Science, Computer Science, Engineering, or Math with industrial/research work experience
Demonstrated proficiency in coding in one or more languages (e.g. Python, Matlab, C, C++, R, or Java etc.)
Demonstrated skills in applying supervised/unsupervised machine learning/deep learning techniques in algorithm development (e.g. regression, classification, clustering, and neural networks etc.)
Demonstrated skills in the use of one or more machine learning/deep learning frameworks (e.g. TensorFlow, Keras, Caffe2, Theano, Torch, CTPN etc.) in time series data
Good CPU/GPU parallel computing knowledge and algorithm performance tuning knowledge
Experience implementing machine learning algorithms on one or more of the cloud-based, online, embedded and mobile platforms
Exceptional written, verbal communication, and presentation skills
Detail oriented and demonstrated ability to develop technical requirements based upon proactive analysis of customer needs
Demonstrated ability to work in highly collaborative, cross-functional environments
Work experience in a customer facing technical role
Experience incorporating engineering analytics or advanced data-driven analytics into software solutions
Demonstrated awareness of feature extraction and real-time analytics methods
Demonstrated awareness of analytic prototyping, analytic scaleup, analytic scaling, and solutions integration
Strong background in deep learning and modeling techniques (RNN, CNN, DNN, ANN, DBN etc.)
Exposure to Agile management practices and experience working in cross functional agile teams
Experience working with big data technologies to ingest, process and store structured and un-structured data in rest and in motion using Hadoop, Spark, Microsoft Azure and/or Amazon Web Services (AWS) technologies
Experience on integrating advanced hardware technologies (Nvidia etc.) into Enterprise Cloud architectures to support Data Analytics and Machine Learning
Experience working in a research environment
Effective teaming and problem-solving abilities with strong interpersonal and leadership skills
Proven ability to think customer-first and effectively prioritize and pivot as required.
Experience in oil and gas industry and familiarity with unconventional oil and gas asset technologies
#DTRAdditional Eligibility QualificationsGE will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen.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 @BHGECo, or visit us at ********.
GE offers a great work environment, professional development, challenging careers, and competitive *************** 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.Career LevelExperiencedFunctionDigital TechnologyPrimary CountryUnited StatesPostal Code73104-3222Additional CitiesOklahoma CityAdditional States/ProvincesOklahomaRelocation AssistanceYes
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