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Job Description

Support national security missions by building and deploying AI-driven solutions, including large language model development and evaluation.

Responsibilities

  • Design and develop innovative AI-driven solutions to address complex problems and improve business processes.
  • Collect, clean, and preprocess large volumes of structured and unstructured data from multiple sources.
  • Ensure data quality, integrity, and relevance for training and evaluation activities.
  • Train, validate, and optimize large language models using state-of-the-art techniques and frameworks.
  • Evaluate model performance, interpret results, and iterate on model design as needed.
  • Extract, select, and engineer features from raw data to enhance model performance and generalization.
  • Apply domain knowledge and data exploration to identify informative features.
  • Monitor production model performance, reliability, and scalability.
  • Implement automated monitoring and alerting to detect anomalies and performance degradation.
  • Document technical designs, implementation details, and best practices for AI solutions.
  • Collaborate with cross-functional teams including data scientists, software engineers, product managers, and other stakeholders to understand requirements and prioritize delivery of impactful AI solutions.

Requirements

  • Education: Bachelor’s degree in Engineering, Computer Science, or other related analytical, scientific, or technical discipline.
  • Experience: 5+ years of related experience.
  • Experience designing, developing, implementing, and using machine learning algorithms and large language models for business challenges and opportunities.
  • Experience with use cases including predictive analytics, natural language processing, computer vision, and recommender systems.
  • Understanding of agentic AI frameworks such as Pydantics, CrewAI, and Langchain.
  • Programming proficiency in Python and Java.
  • Security clearance: TS/SCI with Polygraph.
  • Ability to work independently under general supervision with strong documentation and communication skills.
  • Strong user interaction and business analysis skills.
  • Preferred: Understanding of supervised and unsupervised learning, deep learning, reinforcement learning, large language models, generative AI, and ensemble methods.
  • Preferred: Familiarity with machine learning libraries and frameworks.
  • Preferred: Knowledge of software development best practices, version control systems, and agile methodologies.
  • Location: On customer site.
  • US citizenship required.

Technologies

  • Pydantics
  • CrewAI
  • Langchain
  • Python
  • Java

Benefits

  • Growth: AI-powered career tool that identifies career steps and learning opportunities.
  • Support: Internal mobility team focused on helping you achieve your career goals.
  • Rewards: Comprehensive benefits and wellness packages, 401K with company match, and competitive pay and paid time off.
  • Community: Award-winning culture of innovation and a military-friendly workplace.

Location: Chantilly, VA (Onsite Workplace)

Salary range: USD 127,500 - 172,500 per year

Clearance level: Top Secret SCI + Polygraph

Category: Data Science and Data Engineering

Requisition (REQ#): RQ230137

Requisition type: Regular

Travel required: None

Identity verification process

  • Uses advanced biometrics and artificial intelligence to verify authenticity and protect against identity fraud.
  • Expected to be on camera during virtual interviews; the employer reserves the right to take your picture to verify your identity.
  • Proceeding authorizes collection, processing, and use of biometric data for identity verification and security purposes.

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