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Artificial Intelligence Test and Evaluation Specialist

2 months ago

Washington, Washington, D.C., United States SRS ManTech SRS Technologies, Inc. Full time
Job Summary

SRS ManTech SRS Technologies, Inc. is seeking a highly skilled Artificial Intelligence Test and Evaluation Specialist to join our team. As a key member of our organization, you will be responsible for providing test and evaluation expertise on a wide range of Science and Technology activities and missions.

Key Responsibilities
  • Provide test and evaluation oversight support of multiple government programs and possess knowledge, expertise, and education in test and evaluation methods with emphasis on AI/ML enabled systems.
  • Provide test and evaluation expertise for effectiveness and suitability in an operationally constrained environment.
  • Perform test and evaluation technical analysis as part of an integrated program team providing technical advisory and lead system integrator technical oversight to the government test and evaluation division lead.
  • Evaluate the performance of Artificial Intelligence (AI) solutions using appropriate metrics and validation techniques.
  • Conduct thorough testing to identify and address issues related to accuracy, robustness, and generalization of AI interfaces.
  • Provide insight to program algorithm development: design and develop machine learning algorithms, deep learning models, and statistical methods to solve complex problems.
  • Provide insight to programming and implementation maturity: review of AI algorithms and models using programming languages such as Python, R, or TensorFlow.
  • Support data analysis and visualization reviews: analyze risks with large datasets to extract meaningful insights and patterns.
  • Provide insight to model deployment and integration: support the approach and analysis with deploy trained models into production environments, ensuring scalability, reliability, and performance.
  • The candidate must possess a comprehensive understanding of the end-to-end System Engineering Life Cycle.
  • Develop guides and training materials for test and evaluation of Artificial Intelligence.
  • Update and teach test and evaluation of Artificial Intelligence seminar.
Requirements
  • Master's degree in Computer Science, Engineering, Mathematics, Statistics, or related field with artificial intelligence and/or machine learning experience (mandatory) with test and evaluation interfaces.
  • In-depth knowledge of machine learning algorithms, deep learning frameworks (e.g., TensorFlow, PyTorch), and statistical techniques.
  • Experience with data manipulation, analysis, and visualization libraries (e.g., NumPy, pandas, Matplotlib).
  • Familiarity with software development best practices, version control systems (e.g., Git), and agile methodologies.
  • Experience with natural language processing (NLP), computer vision, reinforcement learning, or other specialized areas of AI.
  • Knowledge of cloud computing platforms (e.g., AWS, Azure, Google Cloud) and containerization engine technologies (e.g., Docker, Kubernetes).
  • Experience with big data processing frameworks (e.g., Spark, Hadoop) and distributed computing guidelines.
  • Must be trained/certified or willing to be trained/certified to the DHS T&E Certification Level III equivalency.
  • Respond quickly to requirements and tasks with stringent deadlines in a demanding homeland security environment; possess strong critical thinking abilities and judgment skills; and be able to interact with various levels of people within and outside of a Government organization.
  • Knowledge and/or experience with DHS Acquisition Directives and Acquisition Lifecycle Framework (MD102/ALF); knowledge, understanding, and/or experience with the DHS (or DoD equivalent) Test and Evaluation (T&E) policies, procedures, and best practices for conducting, monitoring, and reviewing operational test and evaluation.
  • Ability to support and perform assessments of T&E artifacts, such as the T&E Master Plan (TEMP), Developmental Test and Evaluation Plans, Operational Test and Evaluation Plans, Operational Requirements Documents, Mission Needs Statements, Cyber Resilience Test Plans; and assist with Letters of Assessment, and T&E.
Preferred Qualifications
  • Knowledge of Department of Homeland Security mission space.
Education Requirements
  • Master's plus minimum 6 years' experience or equivalent education/experience; bachelor's plus 8 years'; Associates plus 10 years; or H.S./GED plus 14 years is required.
Clearance Requirements
  • A current DHS Suitability Investigation is required to start, US Citizenship is required.
Physical Requirements
  • Must be able to remain in a stationary position approximately 60%
  • Constantly operates a computer and other office productivity machinery, such as a calculator, copy machine, and computer printer.
  • The person in this position needs to occasionally move about inside the office to access file cabinets, office machinery, etc.