AI/ML Modeling, Simulation and Analysis Engineer (Senior) Job #366, Allen Integrated Solutions, Springfield, VA
Allen Integrated Solutions -
Springfield, VA,
US
AI/ML Modeling, Simulation and Analysis Engineer (Senior) Job #366
Date Posted: 2024-05-14
Job description
AI/ML Modeling, Simulation and Analysis Engineer (Senior)
Clearance Required: TS/SCI
Minimum Years' Experience: 12
Overall Assignment Description:
Senior Level Modeling, Simulation and Analysis (MS&A) Engineers guide and conduct modeling, simulation and analysis activities in support of business stakeholders, analysts, and warfighters to define and analyze system and data requirements to support NGA business and mission processes to ensure timely and accurate GEOINT. This position is focused on providing technical advisory
support to identify capability gaps and needs, tools, technologies, and new agile methods and
techniques ready to adapt to current innovations within AI R&D particularly verification of AI
models.
Duties include:
Perform Gap analysis and methodologies to identify the implications of artificial intelligence and machine learning for the future of warfare, and the specific defense and security applications (e.g., intelligence analysis, command and control, targeting, autonomous systems, information operations, training and simulation) where AI will be most impactful.
Assists in creating and leading Analysis of Alternatives (AoAs), Design of Experiments (DoE), Course of Actions (CoAs), Trade Studies, and Engineering Assessments.
Assists the Government in strategic technical planning, project management, performance engineering, risk management and interface design.
Assists with the planning, analysis/traceability of user requirements, architectures traceability, procedures, and problems to automate or improve existing systems and review cloud service capabilities, worlcflow, and scheduling limitations
Experience in both quantitative and qualitative analysis to support sound metrics to uphold the confidence of the AI model assurance.
Assists Government in the creation of foundation of AI Assurance capabilities, including thorough formal methods for trusted and trustworthy eXplainable AI (XAI) and /or Independent Verification & Validation methodologies (IV&V) for AI (beyond T&E), T&EN&V-As-a-Service
Work with leaders, scientists, and engineers across NGA, NSG, the (IC, ASG and US Government contractors for advancing, coordinating, and executing corporate Al strategies and goals-particularly centered around Verified-Al (IV&V) and XAI.
Skills and Experience:
Required:
Master's degree in Computer Science, Computer Vision, Artificial Intelligence, Machine Learning, or related STEM degree program, or equivalent Senior level experience as a MS&A Engineer.
Demonstrated experience in of Al Assurance, T &E or V & V-As-a-Service, and XAI.
Demonstrated experience providing engineering solutions using Automation, Augmentation and Artificial Intelligence technologies.
Demonstrated experience using Test Driven Development leveraging computer programming languages to include but not limited to; Python, C++, Matlab, R, Java
Demonstrated experience of IV &V and the T &E status quo for AI models.
Desired:
Demonstrated experience working with NGA Enterprise solutions to include Cl/CD pipeline and DevSecOps
Demonstrated experience in SAFe framework and Model Based Systems Engineering
Demonstrated experience in Atlassian products such as Confluence and JIRA
Demonstrated experience with engineering solutions using Cloud-based technologies.
Demonstrated experience with engineering solutions using structured and unstructured Big Data.
Clearance Required: TS/SCI
Minimum Years' Experience: 12
Overall Assignment Description:
Senior Level Modeling, Simulation and Analysis (MS&A) Engineers guide and conduct modeling, simulation and analysis activities in support of business stakeholders, analysts, and warfighters to define and analyze system and data requirements to support NGA business and mission processes to ensure timely and accurate GEOINT. This position is focused on providing technical advisory
support to identify capability gaps and needs, tools, technologies, and new agile methods and
techniques ready to adapt to current innovations within AI R&D particularly verification of AI
models.
Duties include:
Perform Gap analysis and methodologies to identify the implications of artificial intelligence and machine learning for the future of warfare, and the specific defense and security applications (e.g., intelligence analysis, command and control, targeting, autonomous systems, information operations, training and simulation) where AI will be most impactful.
Assists in creating and leading Analysis of Alternatives (AoAs), Design of Experiments (DoE), Course of Actions (CoAs), Trade Studies, and Engineering Assessments.
Assists the Government in strategic technical planning, project management, performance engineering, risk management and interface design.
Assists with the planning, analysis/traceability of user requirements, architectures traceability, procedures, and problems to automate or improve existing systems and review cloud service capabilities, worlcflow, and scheduling limitations
Experience in both quantitative and qualitative analysis to support sound metrics to uphold the confidence of the AI model assurance.
Assists Government in the creation of foundation of AI Assurance capabilities, including thorough formal methods for trusted and trustworthy eXplainable AI (XAI) and /or Independent Verification & Validation methodologies (IV&V) for AI (beyond T&E), T&EN&V-As-a-Service
Work with leaders, scientists, and engineers across NGA, NSG, the (IC, ASG and US Government contractors for advancing, coordinating, and executing corporate Al strategies and goals-particularly centered around Verified-Al (IV&V) and XAI.
Skills and Experience:
Required:
Master's degree in Computer Science, Computer Vision, Artificial Intelligence, Machine Learning, or related STEM degree program, or equivalent Senior level experience as a MS&A Engineer.
Demonstrated experience in of Al Assurance, T &E or V & V-As-a-Service, and XAI.
Demonstrated experience providing engineering solutions using Automation, Augmentation and Artificial Intelligence technologies.
Demonstrated experience using Test Driven Development leveraging computer programming languages to include but not limited to; Python, C++, Matlab, R, Java
Demonstrated experience of IV &V and the T &E status quo for AI models.
Desired:
Demonstrated experience working with NGA Enterprise solutions to include Cl/CD pipeline and DevSecOps
Demonstrated experience in SAFe framework and Model Based Systems Engineering
Demonstrated experience in Atlassian products such as Confluence and JIRA
Demonstrated experience with engineering solutions using Cloud-based technologies.
Demonstrated experience with engineering solutions using structured and unstructured Big Data.