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AI/ML Data Engineer (TS/SCI with Poly Required) with Security Clearance

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General Dynamics Information Technology

2024-11-05 18:43:16

salary: 247250.00 US Dollar . USD Annual

Job location Fairfax, Virginia, United States

Job type: fulltime

Job industry: I.T. & Communications

Job description

REQ#: RQ188869 Public Trust: None Requisition Type: Regular Your Impact Own your opportunity to serve as a critical component of our nation's safety and security. Make an impact by using your expertise to protect our country from threats. Job Description Deliver insights to help our clients turn data into action as an AI/ML Data Engineer at GDIT. Your work will provide transformative solutions to our clients' big-data obstacles and help advance the mission. Here, you can make a meaningful impact on our clients' mission and on your career. At GDIT, people are our differentiator. As an AI/ML Data Engineer you will help ensure today is safe and tomorrow is smarter. Our work depends on an AI/ML Data Engineer joining a small team tasked with initiating an AI/ML initiative for the customer. The ideal candidate will have a background in AI/ML Engineer that can develop algorithms, write scripts, build predictive analytics, use automation, apply machine learning, and use the right combination of tools and frameworks to turn a set of data points into objective answers to help senior leadership make informed decisions. The candidate will apply data mining techniques perform statistical analysis, and build high-quality prediction models. The candidate's ability to obtain data through advanced computerized models and extrapolation of data patterns through advanced algorithms to explain how the information will influence the specific project will be an essential function to providing customers a better comprehension of the data. The candidate will work closely with customer management, other project managers, system architects, data scientists, data engineers, and machine learning engineers to formulate recommendations for enhancements and improvements geared towards utilizing innovative engineering solutions. HOW AN AI/ML DATA ENGINEER WILL MAKE AN IMPACT: Develop and train Large Language Models (LLMs) in support of the customer mission
Investigate business area processes for creative implementation of LLMs
Apply data mining techniques to perform statistical analysis
Assists with technical planning activities, including roadmap development and systems integration.
Collaborates with a variety of customers and contractors on a regular basis, which may include technical consultation, meeting coordination and support (e.g., TEMs), and preparation/support of technical briefings.
Participates in the development of technical project plans, reports, and contract (e.g., PMR) briefings. REQUIRED QUALIFICATIONS: The position requires an active TS/SCI with Polygraph
BS/BA in Software Engineering, Science, Mathematics, or similar OR equivalent combination of education and experience
Familiarization with Large Language Model (LLM) architectures and training procedures
Big Data Frameworks such as Spark or Hadoop
Data Science frameworks such as Keras, Tensorflow, or Theano
Experience with GPU processing
Proficient in Java and Python
Must know to use an IDE to code (ex - Visual Studio Code, IntelliJ, Eclipse, NetBeans)
Experience with interacting in a Linux environment (ex - Bash scripting, VI)
Interpersonal communication skills
Ability to work well in a constantly evolving work environment
The position is on customer site DESIRED QUALIFICATIONS: Familiarity with Source code management and integration (ex - GitHub/GitLab, Jenkins)
Hands on experience with cloud technology (AWS / C2S)
Experience in an Agile environment
Experience with testing frameworks (ex - Junit, Mockito, Swagger, Postman)
Experience with relational databases (ex - Oracle / MySql)
Experience with JavaScript / Typescript
Experience with front end development (ex - Angular 2+, React, HTML, CSS, JQuery) 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 Work Requirements Years of Experience 15 + years of related experience may vary based on technical training, certification(s), or degree Certification Travel Required None Citizenship U.S. Citizenship Required Salary and Benefit Information The likely salary range for this position is $182,750 - $247,250. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range. View information about benefits and our total rewards program. About Our Work 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 30 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. GDIT is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.

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