AI Engineer Senior

General Dynamics Information TechnologyChantilly, VA
11dOnsite

About The Position

Seize your opportunity to make a personal impact as an AI Engineer supporting national security activities. GDIT is your place to make meaningful contributions to challenging projects and grow a rewarding career. At GDIT, people are our differentiator. As an AI Engineer, you will help ensure today is safe and tomorrow is smarter. Our work depends on an AI Engineer joining our team to support our intelligence customer in Chantilly, VA. How an AI Engineer Will Make an Impact: Develops innovative AI-driven solutions to solve complex problems and enhance business processes. Collects, cleans, and preprocesses large volumes of structured and unstructured data from various sources, ensuring data quality, integrity and relevance for model training and evaluation. Trains, validates, and optimizes large language models using state-of-the-art techniques and frameworks. Evaluates model performance, interpret results, and iterate on model design as needed. Extracts, selects, and engineers relevant features from raw data to improve model performance and generalization capabilities. Utilizes domain knowledge and data exploration techniques to identify informative features. Monitors model performance, reliability, and scalability in production environments, implementing automated monitoring and alerting systems to detect anomalies and performance degradation. Documents technical designs, implementation details, and best practices for AI solutions. Collaborates with cross-functional teams to include data scientists, software engineers, product managers, and other stakeholders to understand requirements, prioritize projects and delivery impactful AI Solutions.

Requirements

  • Bachelor's degree in Engineering, Computer Science, or other related analytical, scientific, or technical discipline.
  • 5+ years of related experience.
  • Experience with designing, developing, implementing and using machine learning algorithms and large language models to address business challenges and opportunities, such as predictive analytics, natural language processing, computer vision and recommender systems
  • Understanding of Agentic AI frameworks (e.g. Pydantics, CrewAI, Langchain)
  • Proficiency in programming languages such as Python and Java.
  • TS/SCI w/ CI Poly
  • Works independently under general supervision, strong documentation and communication skills, strong user interaction and business analysis skills.
  • US Citizenship Required

Nice To Haves

  • Understanding of machine learning algorithms, including supervised and unsupervised learning, deep learning, reinforcement learning, Large Language Models, generative AI and ensemble methods
  • Familiarity with machine learning libraries and frameworks
  • Knowledge of software development best practices, version control systems and agile methodologies.

Responsibilities

  • Develops innovative AI-driven solutions to solve complex problems and enhance business processes.
  • Collects, cleans, and preprocesses large volumes of structured and unstructured data from various sources, ensuring data quality, integrity and relevance for model training and evaluation.
  • Trains, validates, and optimizes large language models using state-of-the-art techniques and frameworks.
  • Evaluates model performance, interpret results, and iterate on model design as needed.
  • Extracts, selects, and engineers relevant features from raw data to improve model performance and generalization capabilities.
  • Utilizes domain knowledge and data exploration techniques to identify informative features.
  • Monitors model performance, reliability, and scalability in production environments, implementing automated monitoring and alerting systems to detect anomalies and performance degradation.
  • Documents technical designs, implementation details, and best practices for AI solutions.
  • Collaborates with cross-functional teams to include data scientists, software engineers, product managers, and other stakeholders to understand requirements, prioritize projects and delivery impactful AI Solutions.

Benefits

  • 401K with company match
  • Comprehensive health and wellness packages
  • Internal mobility team dedicated to helping you own your career
  • Professional growth opportunities including paid education and certifications
  • Cutting-edge technology you can learn from
  • Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match.
  • To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave.
  • To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available.
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