AI/ML Engineer - Dayton, OH, United States - The Georgia Tech Research Institute

Description

Overview:

The Georgia Tech Research Institute (GTRI) is the nonprofit, applied research division of the Georgia Institute of Technology (Georgia Tech).Founded in 1934 as the Engineering Experiment Station, GTRI has grown to more than 2,900 employees, supporting eight laboratories in over 20 locations around the country and performing more than $940 million of problem-solving research annually for government and industry.

GTRI's renowned researchers combine science, engineering, economics, policy, and technical expertise to solve complex problems for the U.S
federal government, state, and industry
Georgia Tech's Mission and Values Georgia Tech's mission is to develop leaders who advance technology and improve the human condition
The Institute has nine key values that are foundational to everything we do: 1
Students are our top priority
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We strive for excellence
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We thrive on diversity
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We celebrate collaboration
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We champion innovation
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We safeguard freedom of inquiry and expression
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We nurture the wellbeing of our community
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We act ethically
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We are responsible stewards
Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact
Project/Unit Description The Advanced Concepts Laboratory (ACL) of the Georgia Tech Research Institute (GTRI) seeks qualified candidates for an AI/ML engineer position
The role of this position is to conduct research and to develop software in the field of agent-based decision-making to support rapid understanding in complex spectrum environments utilizing Modeling and Simulation (M&S) and real-world data
The successful candidate will conduct sponsored research projects in close collaboration with other scientists and engineers
GTRI and the Georgia Institute of Technology (Georgia Tech) are complementary institutions that work together to solve customers' technical problems
Our strong connection to Georgia Tech opens the door to the vast intellectual resources of one of America's leading research universities
We offer stability, world-class benefits, and a flexible career path in an applied research and development environment
Job Purpose 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
Key Responsibilities

• Design complex system architectures (e.g., high-performance computing clusters, networks, chipsets, GPUs) 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 This is a research position that includes applied AI, ML and/or RL to include support framework integration, designing and building web frontends for data visualization, working with and writing code for M&S environments and/or video game engine environments, and design of associated systems and processes

The position will provide M&S support, general software development support, AI, ML, and/or RL support to numerous local efforts supporting primarily government contracts
Required Minimum Qualifications The successful candidate should possess a strong subset of the following:

• Use of commodity AI (i.e

state machines, behavior trees, local search, etc), ML and/or RL support frameworks in product development

• M&S environments and/or video game engines; software development in C++, C#, Python, and/or Java
• Linux familiarity
• Container environments like Docker/Singularity/Podman
• Agile/Scrum software development practices and tools (e.g

Jira, Bitbucket/Git)
The successful candidate should possess

• Problem investigation, reproduction, and resolution skills
• The ability to acquire new skills efficiently and independently
• Strong performance in a collaborative environment

Preferred Qualifications

• Active Secret Clearance
• Master's degree with hands-on AI/ML experience
• PhD with an AI/ML focus Travel Requirements 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

• 5 years of related experience with a Bachelor's degree in Computer Scientist, Computer Engineer, Mathematician, Physicist, Electrical Engineer
• 3 years of related experience with a Masters' degree in Computer Scientist, Computer Engineer, Mathematician, Physicist, Electrical Engineer
• 0 years of related experience with a Ph.

D
in Computer Scientist, Computer Engineer, Mathematician, Physicist, Electrical Engineer 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: Equal Employment Opportunity The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer
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To that end, and in accordance with federal and state law, Board of Regents policy, and University policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services
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Additionally, all faculty, staff, and administrators must also be aware of and comply with the Board of Regents and Georgia Institute of Technology's policies on Freedom of Expression and Academic Freedom
More information on these policies can be found here: Board of Regents Policy Manual | University System of Georgia )

Posted: 02/16/2024 Closes: 05/15/2024 Back