Data Scientist - TS/SCI w/Poly

Company: General Dynamics Information Technology

Location: McLean, VA (Remote)

Type: Full-time

Remote: Yes

Posted: 2026-09-04

About this role

**Job Description:
Type of Requisition:
Regular


Clearance Level Must Currently Possess:
Top Secret SCI + Polygraph


Clearance Level Must Be Able To Obtain:
Top Secret SCI + Polygraph


Public Trust/Other Required:
None


Job Family:
Data Science and Data Engineering


Skills:
Job Qualifications:
Data Engineering, Data Science, Oracle, Structured Query Language (SQL)


Certifications:
None


Experience:
10 + years of related experience


US Citizenship Required:
Yes


Job Description:
The Data Scientist will deploy, fine-tune, and monitor production machine learning models in a production environment. Additionally, they will provide support in the areas of data extraction, transformation and load (ETL), data mapping, analytics, operations, databases, and maintenance of data and associated systems. As a member of the team, candidate will work in a multi-tasking, quick-paced, dynamic, process-improvement environment that requires experience with the principles of data science, data modeling, data mapping, data testing, data quality, and documentation preparation. This is a mission focused role requiring experience with deploying models in a production environment against real-time collection.


HOW A DATA SCIENTIST WILL MAKE AN IMPACT:**

  • Create and maintain custody of production machine learning models across a variety of tasks, including but not limited to audio extraction, object recognition, Natural Language Processing (NLP), and other generic classification tasks
  • Optimize existing machine learning services to better utilize current GPU capabilities and assist with road mapping future GPU requirements
  • Deploy machine learning models against streaming data, designed to provide near-real time analytics to augment decision making
  • Improve data architecture decisions with data engineers to better stage data for continuous training...

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