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Machine Learning and Signals Analysis Researcher

Date: Sep 11, 2021

Location: Oak Ridge, TN, US, 37830

Company: Oak Ridge National Laboratory

Requisition Id 5688 

 

Overview:

 

We invite applications for the position of a Machine Learning and Signals Analysis Researcher to support the ORNL, Radio Frequency (RF) Communications and Intelligent Systems Group in the Electrical and Electronics Systems Research Division (EESRD). This position will be a part of a cross-functional team that has responsibility for operational and research activities pertaining to national security and energy systems security. The primary duty of this position is performing R&D to develop novel machine learning and signal processing algorithms for analysis and identification of electrical and RF signals. This position will involve working with a team of other researchers and engineers to develop and demonstrate impactful technologies. This position requires a self-motivated individual with strong interpersonal abilities, and effective oral and written communication skills to disseminate work.

 

Major Duties/Responsibilities

 

The successful candidate will: 

  • Design and prototype machine learning and signal processing algorithms
  • Establish algorithm and system requirements
  • Select appropriate software and hardware to fill requirements
  • Participate on technical teams 
  • Participate in preparing white papers and proposals 
  • Prepare and deliver presentations to sponsors, technical peers, and at professional society meetings 
  • Prepare journal and conference manuscripts for publications
  • Prepare technical reports for sponsors, program managers, and technical peers
  • The ability to obtain and maintain a DOE security clearance is required 

 

 

Preferred Qualifications:

 

  • Ph.D. degree in Electrical Engineering, Computer Science, or a related discipline
  • Experience in developing and applying machine learning and signal processing algorithms
  • Understanding of database architectures (e.g., PostgreSQL, Influx DB), data analytics and metrics software (e.g., Apache Spark), and data visualization tools
  • Experience with widely used scientific programming languages such as Python, MATLAB, LabView or C++
  • Excellent communication skills in a team environment 
  • Experience in publishing research in scientific journals and conferences
  • Experience in technical or scientific writing in order to prepare reports and presentations
  • A strong interest in organizing technical teams and developing new projects

 

This position will remain open for a minimum of 5 days after which it will close when a qualified candidate is identified and/or hired.

We accept Word (.doc, .docx), Adobe (unsecured .pdf), Rich Text Format (.rtf), and HTML (.htm, .html) up to 5MB in size. Resumes from third party vendors will not be accepted; these resumes will be deleted and the candidates submitted will not be considered for employment.


If you have trouble applying for a position, please email ORNLRecruiting@ornl.gov.


ORNL is an equal opportunity employer. All qualified applicants, including individuals with disabilities and protected veterans, are encouraged to apply.  UT-Battelle is an E-Verify employer.


Nearest Major Market: Knoxville