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AI Quality Assurance Specialist

2 months ago

Washington, Washington, D.C., United States ManTech Full time

Join Our Mission to Secure the Future

Become a vital member of a multifaceted team at a leading organization where our workforce is prioritized. At ManTech International Corporation, you will contribute to safeguarding national security while engaging in pioneering projects that provide pathways for career growth.

We are looking for a dedicated and skilled AI Quality Assurance Specialist to support our government client in Washington, D.C. This role currently offers a hybrid work arrangement that may adapt based on client needs.

Key Responsibilities:

  • Deliver expertise in Testing and Evaluation (T&E) across various Science and Technology initiatives, focusing on test strategy, execution, data management, and reporting, particularly for AI/ML systems.
  • Oversee T&E processes for multiple government projects, bringing knowledge and experience in evaluation methodologies specific to AI/ML technologies.
  • Assess effectiveness and suitability of AI solutions in constrained operational environments.
  • Conduct Technical Analysis for T&E as part of a collaborative program team, providing technical guidance and oversight to the government’s evaluation division.
  • Measure the performance of AI solutions using relevant metrics and validation methods, ensuring thorough testing to identify and resolve issues related to accuracy and robustness.
  • Contribute to algorithm development by designing and refining machine learning models and statistical methods to address complex challenges, including data preprocessing and model evaluation.
  • Review AI algorithms and models using programming languages such as Python, R, or TensorFlow to ensure implementation maturity.
  • Analyze large datasets to extract valuable insights and identify risks through data analysis and visualization.
  • Support the deployment and integration of trained models into production environments, ensuring they meet scalability and performance standards.
  • Possess a thorough understanding of the complete System Engineering Life Cycle.
  • Create training materials and guides for AI T&E processes.
  • Facilitate seminars on AI T&E methodologies.

Required Qualifications:

  • A degree in Computer Science, Engineering, Mathematics, Statistics, or a related field, with experience in AI and/or machine learning and T&E processes.
  • Extensive knowledge of machine learning algorithms and deep learning frameworks (e.g., TensorFlow, PyTorch).
  • Proficiency in data manipulation and visualization tools (e.g., NumPy, pandas, Matplotlib).
  • Familiarity with software development practices, version control systems (e.g., Git), and agile methodologies.
  • Experience in specialized AI fields such as natural language processing, computer vision, or reinforcement learning.
  • Understanding of cloud platforms (e.g., AWS, Azure) and containerization technologies (e.g., Docker, Kubernetes).
  • Experience with big data frameworks (e.g., Spark, Hadoop) and distributed computing principles.
  • Willingness to obtain DHS T&E Certification Level III equivalency.
  • Ability to respond promptly to requirements in a fast-paced environment, demonstrating strong critical thinking and interpersonal skills.
  • Knowledge of DHS Acquisition Directives and T&E policies and procedures.
  • Capability to evaluate T&E documents, including T&E Master Plans and Operational Test Plans.

Preferred Qualifications:

  • Familiarity with the Department of Homeland Security's mission and objectives.

Education Requirements:

  • A Master's degree with a minimum of 6 years of experience, or a Bachelor's degree with 8 years, or an Associate's degree with 10 years, or a High School diploma/GED with 14 years of relevant experience.

Clearance Requirements:

  • U.S. Citizenship is required, along with a current DHS Suitability Investigation.

Physical Requirements:

  • Ability to remain stationary for approximately 60% of the time.
  • Regularly operates a computer and other office equipment.
  • Occasional movement within the office to access various resources.

The anticipated compensation range for this position is $121,800-$204,100, influenced by factors such as relevant experience, skills, geographic location, and education. ManTech offers a comprehensive benefits package that may include health insurance, retirement plans, and professional development opportunities.

ManTech International Corporation is an equal opportunity employer, committed to diversity and inclusion in the workplace. We do not discriminate based on race, color, sex, religion, age, sexual orientation, gender identity, national origin, disability, or veteran status.