STUDENT ANALYST - STUDENT ENGINEER - Embedded System & FPGA & AI/ML Implementation - Warner Robins, GA job in Warner Robins
Southwest Research Institute
Warner Robins, GA, United States
6 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience required
0 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Boolean Algebra
Computer Engineering
Software Debugging
Field-Programmable Gate Array (FPGA)
Hardware Description Language
Machine Learning
Signal Processing
Verilog
VHSIC Hardware Description Language (VHDL)
Graph Neural Networks
Deep Learning
+3 more
Information Technology
Maintaining Code
Recurrent Neural Networks
Job description
- Successfully contribute to the design and implementation of FPGA-based solutions for ongoing and upcoming projects.
- Apply innovative thinking and problem-solving skills to address design challenges and optimize FPGA implementations.
- Assist in developing comprehensive testbenches and verification environments for FPGA designs.
- Ensure seamless integration of FPGA designs with other system components, supporting overall project success.
- Develop and/or test AI/ML algorithms for implementation in embedded systems containing neuromorphic processors or AI-enabled FPGAs.
- Summer 2027 or year-round student opportunity.
Daily and Monthly Responsibilities:
- Assist in developing and debugging HDL (Verilog/VHDL) code based on project requirements per design specifications.
- Assist in developing and running simulations to verify the functionality and performance of FPGA designs.
- Use testbenches to validate code against expected outputs and performance metrics.
- Work as part of a team to design, train, optimize, and profile custom deep learning architectures (e.g., CNNs, RNNs/Transformers, graph neural networks, or neuromorphic models) for RF signal characterization and EW countermeasure development.
- Work as part of a team to develop, preprocess, and validate multi-sensor RF and EW datasets through synthetic generation tools, hardware-in-the-loop (HWIL) lab collections, and signal processing transformations.
- Attend design review meetings to present designs and receive feedback.
- Assist in maintaining detailed documentation of the design process, code changes, and testing procedures.
Requirements
- Must be pursuing a Bachelors degree in Electrical Engineering, Computer Engineering, Computer Science or related technical degree field with focus on machine learning and signal processing.
- 0 years: Preferred coursework in Digital Logic Design, Computer Architecture, Embedded Systems, Signal Processing, or Machine Learning.
- Must be a current or rising Senior.
- A valid/clear driverβs license is required.
Special Requirements:
Work assignment is in Warner Robins, Georgia. Applicant selected will be subject to a government security investigation and must meet eligibility requirements for access to classified information. Applicant must be a U.S. citizen.
About the company
The Advanced EW Department specializes in innovating the next generation of Electronic Warfare capabilities to benefit the USA and our allies.
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