Machine Learning Researcher
GE Corporate - San Ramon, CA

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Job Number

1652390

GE is an equal opportunity employer, offering a great work environment, challenging career opportunities, professional training and competitive compensation.

Essential Responsibilities
As a machine-learning researcher, you will work with a world-class multidisciplinary team to develop and deploy scalable predictive, reasoning and data mining algorithms and software for diverse industrial applications, including anomaly detection, diagnostics & prognostics on sensor, video, imagery and text data from Jet engines, Gas Turbines, Locomotives, Healthcare Machines and much more.
Collaborate with senior machine learning researchers; Provide technical expertise to address supervised and unsupervised leaning problems in an applied research environment. Develop & deploys modern machine learning and statistical methods (CART and Random Forests, clustering and classification algorithms, Bayesian models, neural nets, SVM etc.) for finding patterns/models from industrial data, e.g. operation data monitored from industrial machines, processes, environments, etc. Familiarity with large data sets, cloud based development and deployment, open source practices and frameworks and experience in putting intelligent an application in production is desirable.
You will:
  • Provide technical execution to design of machine learning algorithms/solutions to solve industrial problems at GE
  • Determine methodologies needed; apply such methodologies (e.g. neural nets, CART, Bayesian methods, etc.) on monitoring, classification, bioinformatics, computer vision and related research domains.
  • Define data needs, evaluate data quality, perform and critique appropriate statistical analyses using software such as R, SAS, MATLAB, and/or Splus. Explore, determine & develop technical approaches to be used and apply them on major challenges
  • Interface closely with GE Business counterparts to understand/define requirements, domain knowledge/models, and data needs.
  • Effectively communicate technical analyses and results.
  • Support proposals to respond to external funding opportunities

    Qualifications/Requirements
  • Doctorate degree in Computer Science or equivalent engineering field
  • Foundation in theories underlying machine learning techniques
  • Ability to apply theoretical or experiential knowledge on machine learning to solve industrial problems
  • Experience in developing machine learning packages with modern programming languages.
  • Legal authorization to work in the U.S. is required. We will not sponsor individuals at the Masters level or below for employment visas, now or in the future, for this job opening.
  • Must be willing to work out of an office located in San Ramon, CA.
  • Must be willing to take a drug test and submit to a background investigation as part of the selection process.
  • Must be willing to travel.
  • Must be 18 years or older.
  • You must submit your application for employment on the careers page at www.gecareers.com to be considered.

    Additional Eligibility Qualifications
    GE 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 background investigation and drug screen.

    Desired Characteristics
  • Experience with designing and prototyping algorithms on industrial data
  • Experience in applying machine learning to industrial problems
  • Programming skills/ experience in high level languages like Java, .NET, Hadoop and Cloud computing
  • Knowledgeable with relational databases & SQL concepts. Compute platforms like Matlab.
  • Interest/Experience in large data sets, cloud based architectures and deployment frameworks for machine learning algorithms. Open source efforts in machine learning.
  • Strong analytical skills, with demonstrated reputation including publications / development / deployment experience.
  • Excellent teamwork and customer focus
  • Excellent written and verbal communication skills.
  • Ability to take initiative and deliver tangible results under deadlines
  • Ability to work independently with minimal direction
  • Flexibility of working across all functions/levels as part of a team.

    Section 19: YOU MUST BE ABLE TO SATISFY THE REQUIREMENTS OF SECTION 19 OF THE FEDERAL DEPOSIT INSURANCE ACT.
    GRCSoftwareCA

    Section 19 Job
    YOU MUST BE ABLE TO SATISFY THE REQUIREMENTS OF SECTION 19 OF THE FEDERAL DEPOSIT INSURANCE ACT.

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