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FPGA AI/ML Engineer – Part Time
Riverside ResearchFPGA AI/ML Engineer at Riverside Research developing automation solutions for challenging Scientific & Technical problems. Working on AI/ML algorithms, FPGA designs, and integrating into operational systems.
Tech Stack
Tools & technologiesPythonPyTorchRemote SensingTypeScript
About the role
Key responsibilities & impact- Design, implement, and optimize FPGA logic using AMD/Xilinx toolchains (Vivado, Vitis, HLS) development in VHDL/Verilog
- Integrate FPGA designs into larger systems, ensuring robust verification, documentation, and deployment across multiple platforms (Zynq, UltraScale+, Versal)
- Develop innovative machine learning and computer vision solutions to analyze and exploit large, complex datasets from remote sensing phenomenology
- Develop algorithms and associated software tools using C/C++/Python and associated machine learning libraries (PyTorch, LibTorch)
- Train AI/ML models and tune their hyperparameters for a given dataset and algorithm objectives
- Provide solutions for data collection and data linting that enable rapid, automated curation of training data
- Keep up with the SoTA practices for AI/ML
- Adhere to teams’ standards for reviewing source code, unit-testing, source code control, and documentation practices
- Utilize Python PEP8 standards
Requirements
What you’ll need- TS/SCI clearance.
- Bachelors’ degree in either Computer Engineering, Electrical Engineering, Mathematics, Statistics, Physics, Computer Science, or related field of study
- Twelve years’ experience with FPGA development
- Seven years' experience with computer vision and/or AI/ML R&D algorithm development
- Experience with Git version control, branches, and merge conflict resolution
- Proficient in collaborative Office 365 tools such as MS Word, Excel, and PowerPoint
- Ability to work closely with subject-matter experts to develop tools, algorithms, and datasets needed for developing relevant and useful AI/ML prototype algorithms
- Self-driven, strong analytic, inferencing, critical thinking, and creative problem-solving skills
- Communicates highly technical results and methods clearly and succinctly.
Benefits
Comp & perks- Comprehensive compensation and benefit packages
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
FPGA developmentVHDLVerilogCC++Pythonmachine learningcomputer visiondata collectiondata linting
Soft Skills
analytical skillscritical thinkingproblem-solvingcommunication skillscollaborationself-driven
Certifications
TS/SCI clearance