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Data Scientist / Engineer - Machine Learning (Experienced) -- EOSL

Submit Resume ID: 495908
Type: Researchers
Location: Atlanta, GA
Categories: Algorithm Development, Artificial Intelligence

Job Description

The data scientist/engineer in the Performance Optimization Branch will perform digital modeling, simulation, analysis, performance optimization, and machine learning tasks to support electronic warfare research and development. Electronic Warfare (EW) applications include aircraft self-protection, missile warning, hostile fire indication, laser warning, countermeasures, scene generation, atmospheric phenomena, and electro-optical/infrared (EO/IR) signature modeling. The data scientist/engineer will be on an agile team that performs software verification and validation, robust performance evaluation, digital simulation, and processor-in-the-loop simulation using hardware-acceleration techniques on dedicated high performance computing clusters for our sponsors.

Job Duties:

  • Develop innovative algorithms and apply machine learning/deep learning methods to EW applications
  • Run simulations and algorithm optimizations
  • Curate data and write automation scripts
  • Write and perform software tests supporting software verification and document outcomes
  • Lead technical tasks, projects, and/or technical teams
  • Build and deliver technical presentations to stakeholders/sponsors
  • Perform other duties as assigned

Travel Requirements

10% - 25% travel

Education & Length of Experience

Research Engineer/Scientist II

  • A Master’s degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field and three (3) years of relevant full-time experience after completion of that degree,
  • A Master’s degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field and five (5) years of relevant full-time experience after completion of a Bachelor’s degree, or
  • A Doctoral degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field.

Senior Research Engineer/Scientist

  • A Master’s degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field and seven (7) years of relevant full-time experience after completion of that degree,
  • A Master’s degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field and nine (9) years of relevant full-time experience after completion of a Bachelor’s degree, or
  • A Doctoral degree and Master's degree with one or both in electrical engineering, computer engineering, computer science, or a related technical field and four (4) years of relevant full-time experience after completion of a Bachelor's degree.

Required Minimum Qualifications

  • Experience with machine learning and/or genetic programming methods
  • Experience with Python (including numPy, sciPy, pandas, matplotlib) and C++
  • Experience with Linux and Git
  • 3+ years of relevant work experience

Preferred Qualifications

  • Experience with Evolutionary Multi-objective Algorithm Design Engine (EMADE) tool set
  • Experience with Modeling and Simulation (M&S)
  • Experience with Matlab, Fortran, or Ada
  • Experience leading tasks, projects, and/or technical teams
  • A PhD in electrical engineering, computer engineering, computer science, or a related technical field
  • 8+ years of relevant work experience

U.S. Citizenship Requirements

Due to our research contracts with the US federal government, candidates for this position are required to be US Citizens.

Clearance Type Required

Ability to obtain Secret Clearance upon hire

Diversity & Inclusion

Diversity & Inclusion (D&I) at Georgia Tech Research Institute aims to enhance the Institute’s mission of solving the world’s most complex technical problems by creating a workforce with a shared appreciation for diversity, raising awareness around inclusiveness, and fostering a sense of belonging and appreciation for all members of our community.

Equal Employment Opportunity

Georgia Tech Research Institute is an Equal Opportunity Employer of individuals with disabilities and protected veterans and actively seeks diversity among its employees. Equal Employment Opportunity is the Law.

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