Georgia Institute of Technology
May 29, 2023
Offerd Salary:Negotiation
Working address:N/A
Contract Type:Other
Working Time:Negotigation
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Submit Resume ID: 498465 Type: Researchers Location: Atlanta, GA Categories: Algorithm Development, Machine Learning

Project/Unit Description

The Assured Software and Information Division (ASID) within the Georgia Tech Research Institute (GTRI) is searching for a Cybersecurity Machine Learning (ML) Researcher to work with a diverse team of mathematicians, physicists, computer scientists, and engineers exploring novel ways of applying and refining ML techniques for cyber domain machine learning projects. Topic areas include the domains of reverse engineering, trustworthy AI, algorithm assurance, network trust models (e.g., zero trust), and cyber-physical systems security. GTRI is the nonprofit applied research arm of the Georgia Institute of Technology (Georgia Tech) and is located in midtown Atlanta on Georgia Tech's campus.

Job Purpose

Develops AI/ML algorithms and the development of cloud computing or heterogeneous distributed computing infrastructure to support the deployment of AI/ML applications. Additionally, an AI/ML Engineer performs research in the mathematical foundations and frameworks for nonlinear systems characterized by time-varying and emerging dynamics of Evolving or Adaptive Systems. They work at the leading edge of Artificial Intelligence (AI), Machine Learning (ML), Genetic Programming (GP), Computer Vision (CV), and advanced data processing, filtering, and fusion techniques. Work in high- performance computing and distributed heterogeneous computing environments. Write parallel processing programs to deploy ML models developed by the data scientist into more complex systems. Familiarity with state-of-the-art, open- source software frameworks and high-performance computing accelerators for machine learning. Leverage the most recent advances in statistical analysis of large data sets (AI/ML) to advance state-of-the-art automated sensor and data processing for a broad range of smart and sensor enabled systems.

Key Responsibilities

Lead projects that establish new standards for AI/ML systems . Create novel tools and frameworks for AI/ML systems. Recognized as a Subject Matter Expert in the technical and sponsor community for specific AI/ML techniques or the application of these techniques to a class of problems. Often PI/PD for projects.

Additional Responsibilities
  • Analysis of cyber systems and vulnerabilities
  • Develop machine learning algorithms to support cybersecurity applications
  • Guide data collection and generation processes
  • Research, develop and present technical presentations for internal peer review
  • Stay current on research aiming for transfer/application of techniques with well thought out technical promise and challenges
  • Required Minimum Qualifications

    • Experience with machine learning research and implementation • Experience with data science • Experience with Python (including numPy, sciPy, PyTorch) • Experience with version control systems (Eg. Git) • Familiarity with networking concepts (e.g., OSI model). • Demonstrated technical achievements in at least one relevant technical domain • Excellent communication skills

    Preferred Qualifications
  • Background in computer science, mathematics, physics, informatics, or engineering field
  • Experience with machine learning tools such as Tensorflow, PyTorch, and Scikit-learn
  • Robust publication history
  • Active Top Secret Clearance
  • Travel Requirements

    10% - 25% travel

    Education and Length of Experience

    This position vacancy is an open-rank announcement. The final job offer will be dependent on candidate qualifications in alignment with Research Faculty Extension Professional ranks as outlined in section 3.2.1 of the Georgia Tech Faculty Handbook

  • 14 years of related experience with a Bachelor's degree in Mathematics, Computer Science, Physics, Electrical and Computer Engineering or a related field of study.
  • 12 years of related experience with a Masters' degree in Mathematics, Computer Science, Physics, Electrical and Computer Engineering or a related field of study.
  • 9 years of related experience with a Ph.D. in Mathematics, Computer Science, Physics, Electrical and Computer Engineering or a related field of study.
  • U.S. Citizenship Requirements

    Due to our research contracts with the U.S. federal government, candidates for this position must be U.S. Citizens.

    Clearance Type Required

    Candidates must be able to obtain and maintain an active security clearance.

    Benefits at GTRI

    Comprehensive information on currently offered GTRI benefits, including Health & Welfare, Retirement Plans, Tuition Reimbursement, Time Off, and Professional Development, can be found through this link: https: //

    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.

    Posted: 02/28/2023 Closes: 05/29/2023

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