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Company: Southwest Research Institute
Location: San Antonio
Posted on: May 28, 2023

Job Description:

Who We Are:SwRI's Defense & Intelligence Solutions / Radio Systems Department, offers some of the most dynamic and interesting environments for combining computer engineering with data engineering focused on challenging data analytics, Artificial Intelligence (AI) and signal processing problems.Objectives of this Role:Lead research engineers with data engineering, data analytics, AI & ML model development, AI/ML systems architectures with embedded AI/ML functions, prototyping, testing, and documentation.Work with engineering staff to analyze, design, develop, test, document, and field automated analysis, and reporting capabilities for applications such as integrated AI / ML model integration into information exploitation systems.Lead and perform research and development using knowledge and data engineering and data analytics to apply new technologies, skills, techniques, and advancement of AI/ML in new areas and new technologies.Opportunity to work with world-class engineers in knowledge and information exploitation, spectrum exploitation, and data engineering projects on challenging engineering problems producing insightful results for a diverse set of clients.Interface with clients and analysts to define AI/ML needs and requirements, and systems architectures that integrate AI/ML into larger systems; and work within the RSD Department and other Division to help expand AI/ML development capabilities.Daily and Monthly Responsibilities:Develop processes, methods, standards and procedures and perform data analytics of small and large volumes of highly interesting technical data.Identify and discover data analytics and AI/ML requirements, design architectures for the deployment of AI/ML in research-oriented and production systems; design knowledge maintenance and management capabilities for these systems.Lead data analysts and engineers in the design, development and performance accuracy tuning of AI algorithms and ML models.Lead continuous development/integration to include verification, validation and documentation in DEVOPS environments.Lead senior engineers and data analysts with identifying metrics for benchmarking and optimization, prototype experimentation, testing, and troubleshooting, and integration into larger information systems hosting the AI/ML components.Interface with clients and clients' data analysts to define AI/ML needs and requirements; and work within the RSD Department and D&IS Division to help expand AI/ML development capabilities as institutional knowledge and skills.Requirements:Requires a Bachelors in Machine Learning, AI, Data Science, Computer Engineering, or Data EngineeringBackground in military intelligence or electronic warfare is a plus, but not required8 years: Data Engineering, to include data analytics, AI & ML model development using a variety of AI and neural network techniques and approachesPython, TensorFlow, Keras, pytorch, and/or other development and data analysis toolsC++ and Java are desiredKnowledge of MATLAB for data engineering desired but not requiredDesign and planning of data architectures leading to AI and ML integration into large application systemsAWS AI and ML development desired, but not requiredKnowledge of the Intelligent Community Classified Cloud a plus, but not requiredA valid/clear driver's license is requiredPDN-99132210-834b-4283-9083-c46c9f59bd44

Keywords: Southwest Research Institute, San Antonio , LEAD ENGINEER - PRINCIPAL ANALYST - PRINCIPAL ENGINEER - DATA ENGINEER, Engineering , San Antonio, Texas

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