Data Scientist - TS/SCI w/Poly
Job in
McLean, Fairfax County, Virginia, USA
Listed on 2026-07-26
Listing for:
General Dynamics Information Technology
Full Time
position Listed on 2026-07-26
Job specializations:
-
IT/Tech
Machine Learning/ ML Engineer, Data Scientist, Data Analyst, Data Engineering
Job Description & How to Apply Below
** Req :
** RQ224779
** Type of
Requisition :
** Regular
** Clearance Level Must Be Able to Obtain:
** Top Secret SCI + Polygraph
** Public Trust/Other
Required:
** None
** Job Family:
** Data Science and Data Engineering
*
* Skills:
*
* Data Engineering,Data Science,Oracle,Structured Query Language (SQL)
*
* 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 models in production
+ Provide support in the areas of data extraction, transformation and load (ETL), data mapping, analytics, operations, databases, and maintenance of data and associated systems
** REQUIRED TECHNICAL SKILLS*
* + Demonstrated experience with the following:
Python, Cuda, Kubernetes, CI/CD. Apache Kafka, REST architecture, Open-AI, LLMs, NLP, YOLO/Object Recognition, Whisper/Audio processing
+ Demonstrated experience translating data insights into tools or analytic capabilities that inform operational decisions and/or improve processes
+ Demonstrated experience with relational databases (SQL, Oracle) and No
SQL databases (Elasticsearch, Neo4J, Redis)
+ Demonstrated experience with GPU processing
+ Demonstrated experience applying machine learning methodologies to build high-quality prediction models
+ Familiar with servers operating systems;
Windows, Linux, Distributed Computing, Blade Centers, and cloud infrastructure
+ Familiar with database methodologies
+ Familiar with Source code management and integration (ex - Git Hub/Git Lab, Jenkins, Run Deck)
+ Familiar with Data Science frameworks such as Keras, Tensorflow, or Theano
+ Ability to work well in a fast-paced, constantly evolving work environment with a focus on continual process improvement and a proactive approach to problem solving
** WHAT YOU'LL NEED TO SUCCEED:*
* + 10+ years of related data science/statistical experience and 2+ years of software engineering or data engineering experience
+ Bachelor's or Technology degree in Engineering or a related specialized area/field, OR equivalent 4 additional years job-related experience
+ TS/SCI with Polygraph clearance
+ Excellent organizational, coordination, interpersonal and team building skills
+
Location:
At Customer Site - near Tyson Corner
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
Opportunity Owned
GDITCareers
WeAreGDIT
GDITPoly Event
JET
GDITEnhanced
2025
The likely salary range for this position is $212,500 - $287,500. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly…
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