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FPGA AI/ML Engineer (Part Time)
JOB SUMMARY
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Job details
Riverside OverviewRiverside Research is an independent National Security Nonprofit dedicated to research and development in the national interest.
We provide high-end technical services, research and development, and prototype solutions to some of the country’s most challenging technical problems. All Riverside Research opportunities require U. S. Citizenship.
Position Overview
Riverside Research is seeking a part time Artificial Intelligence / Machine Learning Engineer with expertise in real-time processing and FPGA development.
As a valued Riverside Research employee, you will be part of a highly skilled and integrated team that analyzes intelligence data and develops automation solutions to challenging Scientific Technical problems. ResponsibilitiesFPGA experienceDesign, implement, and optimize FPGA logic using AMD/Xilinx toolchains (Vivado, Vitis, HLS) development in VHDL/VerilogIntegrate FPGA designs into larger systems, ensuring robust verification, documentation, and deployment across multiple platforms (Zynq, UltraScale+, Versal) AI/ML Algorithm R DDevelop innovative machine learning and computer vision solutions to analyze and exploit large, complex datasets from remote sensing phenomenologyDevelop 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 objectivesProvide solutions for data collection and data linting that enable rapid, automated curation of training dataKeep up with the SoTA practices for AI/ML Software development, documentation, and coding best practices:Adhere to teams’ standards for reviewing source code, unit-testing, source code control, and documentation practicesUtilize Python PEP8 standards
Qualifications
:TS/SCI clearance. Bachelors’ degree in either Computer Engineering, Electrical Engineering, Mathematics, Statistics, Physics, Computer Science, or related field of studyFour years’ experience with FPGA developmentSeven years' experience with computer vision and/or AI/ML R D algorithm developmentExperience with Git version control, branches, and merge conflict resolutionProficient in collaborative Office 365 tools such as MS Word, Excel, and PowerPointAbility to work closely with subject-matter experts to develop tools, algorithms, and datasets needed for developing relevant and useful AI/ML prototype algorithmsSelf-driven, strong analytic, inferencing, critical thinking, and creative problem-solving skillsCommunicates highly technical results and methods clearly and succinctlyDesired
Qualifications
:Advanced degree (MS/PhD) in Data Science, Mathematics, Statistics, Computer Science, a Physical Science or Engineering is strongly desiredExperience with DoD intelligence production processes and workflows3+ years operational experience in radar signal processing analysis, overhead imagery analysis, orbital mechanics, and/or electronic warfare data analysis2+ years experience using data visualization tools and libraries in PythonExperience with large (1 GB +) image data and formats such as HDF5, JSON, GEOTIFF, TFRecords, etc. Experience in development of distributed, web-based systems, service-oriented architectures, front-end user interfaces, and back-end databases are a plusExperience with interpretability of deep learning computer vision models including visualization and reasoning about model latent spaces and activation maps to assess model effectiveness / weaknessesFamiliarity in differences of supervised learning vs. unsupervised learning techniquesGlobal Comp
100. 00/hr-
115. 00/hr This represents the typical compensation range for this position based on experience,
location
and other factors. Closing Statement Riverside Research Institute is a not-for-profit, technology-oriented defense company, where service to our customers and support of our staff is our overall mission. Riverside is an affirmative action-equal opportunity employer and complies with all applicable federal, state, and local laws regarding recruitment and hiring. Riverside offers comprehensive compensation and benefit packages to our employees. Riverside bases its employment decisions solely on technical experience,
qualifications
and other job-related criteria related to our organizational purpose as a not-for-profit company, and without regard to race, color, religion, age, sex marital status, sexual orientation, national origin, physical or mental disability, veteran’s status or any other status legally protected by applicable federal, state, and local law.
We provide high-end technical services, research and development, and prototype solutions to some of the country’s most challenging technical problems. All Riverside Research opportunities require U. S. Citizenship.
Position Overview
Riverside Research is seeking a part time Artificial Intelligence / Machine Learning Engineer with expertise in real-time processing and FPGA development.
As a valued Riverside Research employee, you will be part of a highly skilled and integrated team that analyzes intelligence data and develops automation solutions to challenging Scientific Technical problems. ResponsibilitiesFPGA experienceDesign, implement, and optimize FPGA logic using AMD/Xilinx toolchains (Vivado, Vitis, HLS) development in VHDL/VerilogIntegrate FPGA designs into larger systems, ensuring robust verification, documentation, and deployment across multiple platforms (Zynq, UltraScale+, Versal) AI/ML Algorithm R DDevelop innovative machine learning and computer vision solutions to analyze and exploit large, complex datasets from remote sensing phenomenologyDevelop 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 objectivesProvide solutions for data collection and data linting that enable rapid, automated curation of training dataKeep up with the SoTA practices for AI/ML Software development, documentation, and coding best practices:Adhere to teams’ standards for reviewing source code, unit-testing, source code control, and documentation practicesUtilize Python PEP8 standards
Qualifications
:TS/SCI clearance. Bachelors’ degree in either Computer Engineering, Electrical Engineering, Mathematics, Statistics, Physics, Computer Science, or related field of studyFour years’ experience with FPGA developmentSeven years' experience with computer vision and/or AI/ML R D algorithm developmentExperience with Git version control, branches, and merge conflict resolutionProficient in collaborative Office 365 tools such as MS Word, Excel, and PowerPointAbility to work closely with subject-matter experts to develop tools, algorithms, and datasets needed for developing relevant and useful AI/ML prototype algorithmsSelf-driven, strong analytic, inferencing, critical thinking, and creative problem-solving skillsCommunicates highly technical results and methods clearly and succinctlyDesired
Qualifications
:Advanced degree (MS/PhD) in Data Science, Mathematics, Statistics, Computer Science, a Physical Science or Engineering is strongly desiredExperience with DoD intelligence production processes and workflows3+ years operational experience in radar signal processing analysis, overhead imagery analysis, orbital mechanics, and/or electronic warfare data analysis2+ years experience using data visualization tools and libraries in PythonExperience with large (1 GB +) image data and formats such as HDF5, JSON, GEOTIFF, TFRecords, etc. Experience in development of distributed, web-based systems, service-oriented architectures, front-end user interfaces, and back-end databases are a plusExperience with interpretability of deep learning computer vision models including visualization and reasoning about model latent spaces and activation maps to assess model effectiveness / weaknessesFamiliarity in differences of supervised learning vs. unsupervised learning techniquesGlobal Comp
100. 00/hr-
115. 00/hr This represents the typical compensation range for this position based on experience,
location
and other factors. Closing Statement Riverside Research Institute is a not-for-profit, technology-oriented defense company, where service to our customers and support of our staff is our overall mission. Riverside is an affirmative action-equal opportunity employer and complies with all applicable federal, state, and local laws regarding recruitment and hiring. Riverside offers comprehensive compensation and benefit packages to our employees. Riverside bases its employment decisions solely on technical experience,
qualifications
and other job-related criteria related to our organizational purpose as a not-for-profit company, and without regard to race, color, religion, age, sex marital status, sexual orientation, national origin, physical or mental disability, veteran’s status or any other status legally protected by applicable federal, state, and local law.
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Riverside Research United States
