AI/ML Engineer (Experienced) - ASL - Open Rank
Role details
Job location
Tech stack
Job description
The Artificial Intelligence/Machine Learning (AI/ML) Engineer develops AI/ML algorithms, cloud computing, and/or heterogeneous distributed computing infrastructures to support the deployment of AI/ML applications. The AI/ML Engineer also researches the mathematical foundations and frameworks for nonlinear systems characterized by time-varying and emerging dynamics of evolving or adaptive systems. The AI/ML Engineer develops technical solutions at the leading edge of Artificial Intelligence, Machine Learning, Genetic Programming, Computer Vision, and advanced data processing, filtering, and fusion techniques in high-performance computing and distributed heterogeneous computing environments. The AI/ML Engineer writes parallel processing programs to deploy ML models developed by data scientists into more complex systems. The AI/ML Engineer has familiarity with state-of-the-art, open-source software frameworks and high-performance computing accelerators for machine learning. When conducting research, the AI/ML Engineer leverages the most recent advances in statistical analysis of large data sets to advance state-of-the-art automated sensor and data processing for a broad range of intelligent and sensor-enabled systems., * Design complex system architectures (e.g., high-performance computing clusters, networks, chipsets) based on available hardware (e.g., embedded systems, cloud, on-premise, etc.).
- Lead a team of engineers responsible for system deployment.
- Develop novel algorithms and methodologies.
- Engage with sponsors to understand and meet system requirements.
- Serve as the primary author on technical reports and proposals.
Additional Responsibilities
- Assist guide the AI/ML strategy for the division.
- Coordinate with division chief engineer to ensure development process and tools support integration of new technologies into development lifecycle.
- Form strategic relationships with key subject matter experts across ASL, GTRI, and Georgia Tech.
- Engage with current and potential sponsors to advance capabilities and capture new research.
- Implement and integration AI/ML products.
- Contribute to sponsored project work products.
Requirements
- Experience with advancing technologies and integrating those technologies into product lines.
- Experience programming in C++ and Python.
- Experience with the development and/or integration of complex algorithms.
- Experience developing intelligent agents., * Active Secret clearance.
- PhD degree in AI/ML, Computer Engineering, or Computer Science.
- Experience developing data fusion, resource management, or similar algorithms use to integrate sensor and effector systems.
- Experience developing systems and software designs including architectures, requirements, behavior allocation, and interface design.
Travel Requirements
10% - 25% travel, 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
- 9 years of related experience with a Bachelor's degree in AI/ML, Computer Engineering, Computer Science, or related field.
- 7 years of related experience with a Masters' degree in AI/ML, Computer Engineering, Computer Science, or related field.
- 4 years of related experience with a Ph.D. in AI/ML, Computer Engineering, Computer Science, or related field.
Please refer to our Research Faculty Technical Level Guidelines for minimum requirements at the higher levels.
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 & conditions
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://benefits.hr.gatech.edu/.