AI & ML Engineer
USA VA Falls Church - 3150 Fairview Park Dr (VAS095), United States
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General Dynamics Information Technology
Delivering technology solutions and mission services to every major agency across the U.S. government, defense and intelligence community.Type of Requisition:
RegularClearance Level Must Currently Possess:
NoneClearance Level Must Be Able to Obtain:
SecretPublic Trust/Other Required:
NoneJob Family:
Data ScienceJob Qualifications:
Skills:
Artificial Intelligence Algorithms, Machine Learning Algorithms, Microsoft AzureCertifications:
NoneExperience:
0 + years of related experienceUS Citizenship Required:
YesJob Description:
GDIT has an entry-level opportunity to work in GDIT's FEDCIV CTO organization as an AI & ML ENGINEER. Your work will provide transformative solutions to our clients’ big-data obstacles and help advance the mission.
The AI & ML ENGINEER opportunity is located in our Falls Church, VA office. To be considered, candidates will follow a hybrid schedule, requiring on-site presence three (3) days per week in Falls Church, VA.HOW AN AI & ML ENGINEER WILL MAKE AN IMPACT:
- Idealize, design, and develop advanced prototypes for AI and data solutions.
- Translate business use cases into AI implementations.
- Use predictive modeling to increase and optimize customer experience, efficiencies, process improvements, and other business outcomes.
- Design, train, tune, and evaluate large language models.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines, including vector store integration, embedding tuning, and query expansion techniques.
- Deploy solutions in the cloud using either Microsoft Azure and/or AWS, both on-prem and hybrid.
- Design and develop scalable intelligent document processing pipelines.
- Work with cross-functional teams to integrate LLM and RAG components into end-to-end solutions.
- Conduct prompt engineering, chain-of-thought reasoning design, and grounding strategies to improve model performance and factual accuracy.
- Analyze model outputs, perform error analysis, and iteratively improve model accuracy and relevance.
- Maintain and document training runs, model configurations, and evaluation metrics.
- Contribute to data pipeline development, including preprocessing, annotation, and curation of training datasets.
- Evaluate the effectiveness and accuracy of new data sources and gathering techniques.
- Support efforts to capture new business through technical work and capability briefings.
- Maintain current and advanced knowledge of progressive and advancing technology as assigned.
WHAT YOU’LL NEED TO SUCCEED:
● Education: Bachelor's degree in Data Science, Computer Science or closely related discipline
● Required Experience: 0+ years of related experience
● Required Technical Skills:
- Ability to fine-tune models, perform model optimization, and/or Graph Analytics
- Ability to perform prompt engineering and evaluation methodologies for generative models
- Experience with Conversational AI, Agentic AI, Chat Bots, Multimodal AI, and/or Predictive Analytics
● Security Clearance Level: Must be able to obtain and maintain a Secret security clearance
● Required Skills and Abilities:
- Strong analytical and problem-solving skills
- Ability to work independently and collaboratively
- Ability to develop technical approaches to use cases and build prototype solutions
● Preferred Skills: Experience with Python or similar programing languages.
● Location: Hybrid to Falls Church, VA office working three (3) days per week in office
● US Citizenship Required
GDIT IS YOUR PLACE:
● 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
● Rest and recharge with paid vacation and holidays
Scheduled Weekly Hours:
40Travel Required:
10-25%Telecommuting Options:
HybridWork Location:
USA VA Falls ChurchAdditional Work Locations:
Total Rewards at GDIT:
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. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 50 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.Join our Talent Community to stay up to date on our career opportunities and events atEqual Opportunity Employer / Individuals with Disabilities / Protected VeteransTags: AWS Azure Chatbots Computer Science Consulting Conversational AI CX Engineering Generative modeling LLMs Machine Learning Pipelines Predictive modeling Prompt engineering Python RAG Security
Perks/benefits: 401(k) matching Career development Competitive pay Flex hours Health care Insurance Medical leave Parental leave Team events
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