Data Scientist - TS/SCI with Polygraph with Security Clearance
3 days left
- Employer
- General Dynamics Information Technology
- Location
- Chantilly, Virginia
- Salary
- Commensurate
- Posted
- Mar 12, 2025
- Closes
- Mar 18, 2025
- Ref
- 2911443290
- Focus Area
- Data Science, Data Visualization
- Role Function
- Data Analytics, Collection & Organization
- Career Level
- Intermediate
- Work Mode
- On Site
- Employment Type
- Full-Time
- Education
- Master's Degree
- Organization Type
- Government & Defense, Technology & Software
At GDIT, people are our differentiator. As a Data Scientist, you will help ensure today is safe and tomorrow is smarter. Our work depends on Data Scientist joining our team! HOW A DATA SCIENTIST WILL MAKE A DIFFERENCE: The Contractor shall perform end-to-end quality assurance of data feeds and data sets.
The Contractor shall provide support for data triage and assessment at the Sponsor's site.
The Contractor shall identify and document areas for improvement in workflows or systems.
The Contractor shall attend regular stand-up meetings.
The Contractor shall provide input to code reviews.
The Contractor shall cross-train on existing collection tools.
The Contractor shall support building, monitoring, alerting, and reporting out (e.g. dashboards).
The Contractor shall support new use cases.
The Contractor shall research and document options for collecting or aggregating data from a variety of web based and internal Sponsor platforms.
The Contractor shall evaluate web based platforms' ability to detect or deny access.
The Contractor shall make recommendations on approaches to acquire information.
The Contractor shall use appropriate tools and computer programming languages, such as Python scripts, to collect and process data from a variety of sources.
The Contractor shall use Sponsor-network APIs to programmatically access data.
The Contractor shall create, maintain, and enhance systems in support of data exploitation.
The Contractor shall create or improve custom collection scripts written in Python
The Contractor shall create or improve scripts leveraging APIs for collection needs.
The Contractor shall automate data clean-up and conditioning of collected data.
The Contractor shall automate data management and dissemination steps. REQUIRED SKILLS AND DEMONSTRATED EXPERIENCE: Demonstrated experience programming in Python.
Demonstrated experience working with data in a variety of structured and unstructured formats, including MS Excel
Demonstrated experience with a variety of database tools, such as SQL and Presto, and data lakes/S3 data.
Demonstrated experience building and demonstrating data visualization tools, and dashboards especially Elasticsearch, Kibana, Tableau, Apache Superset and PowerBI.
Demonstrated ability to translate complex, technical findings into an easily understood narrative in graphical, verbal, or written form.
Demonstrated experience analyzing questions, formulating requirements, determining suitable analytic approaches, evaluating results, and communicating findings to partners and stakeholders.
Demonstrated experience translating complex technical findings into an easily understood narrative in graphical, verbal, written form.
Demonstrated openness to feedback and ability to collaborate well with colleagues to develop customer-tailored products. HIGHLY DESIRED SKILLS AND DEMONSTRATED EXPERIENCE: Demonstrated experience with AI/ML such as natural language processing in a production environment
Demonstrated experience developing and refining statistical models ,inferential statistics, and hypothesis testing.
Demonstrated experience with data management tools, such as Hadoop, MapReduce, or similar.
Demonstrated experience conducting data science using the Apache Zeppelin and Jupyter notebooks platforms and Spark/Pyspark.
Demonstrated experience developing MS Visual Basic for Applications (VBA) code.
Demonstrated experience supporting traditional and commercial targeting efforts
Demonstrated experience programming in the R language WHAT YOU'LL NEED TO SUCCEED: Education: Bachelor's degree in Computer Science, Engineering, or a related technical discipline, or the equivalent combination of education, technical certifications or training, or work experience.
Experience: 10+ years
Clearance: TS/SCI with Polygraph
US Citizenship required
Location: Chantilly, VA 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
The Contractor shall provide support for data triage and assessment at the Sponsor's site.
The Contractor shall identify and document areas for improvement in workflows or systems.
The Contractor shall attend regular stand-up meetings.
The Contractor shall provide input to code reviews.
The Contractor shall cross-train on existing collection tools.
The Contractor shall support building, monitoring, alerting, and reporting out (e.g. dashboards).
The Contractor shall support new use cases.
The Contractor shall research and document options for collecting or aggregating data from a variety of web based and internal Sponsor platforms.
The Contractor shall evaluate web based platforms' ability to detect or deny access.
The Contractor shall make recommendations on approaches to acquire information.
The Contractor shall use appropriate tools and computer programming languages, such as Python scripts, to collect and process data from a variety of sources.
The Contractor shall use Sponsor-network APIs to programmatically access data.
The Contractor shall create, maintain, and enhance systems in support of data exploitation.
The Contractor shall create or improve custom collection scripts written in Python
The Contractor shall create or improve scripts leveraging APIs for collection needs.
The Contractor shall automate data clean-up and conditioning of collected data.
The Contractor shall automate data management and dissemination steps. REQUIRED SKILLS AND DEMONSTRATED EXPERIENCE: Demonstrated experience programming in Python.
Demonstrated experience working with data in a variety of structured and unstructured formats, including MS Excel
Demonstrated experience with a variety of database tools, such as SQL and Presto, and data lakes/S3 data.
Demonstrated experience building and demonstrating data visualization tools, and dashboards especially Elasticsearch, Kibana, Tableau, Apache Superset and PowerBI.
Demonstrated ability to translate complex, technical findings into an easily understood narrative in graphical, verbal, or written form.
Demonstrated experience analyzing questions, formulating requirements, determining suitable analytic approaches, evaluating results, and communicating findings to partners and stakeholders.
Demonstrated experience translating complex technical findings into an easily understood narrative in graphical, verbal, written form.
Demonstrated openness to feedback and ability to collaborate well with colleagues to develop customer-tailored products. HIGHLY DESIRED SKILLS AND DEMONSTRATED EXPERIENCE: Demonstrated experience with AI/ML such as natural language processing in a production environment
Demonstrated experience developing and refining statistical models ,inferential statistics, and hypothesis testing.
Demonstrated experience with data management tools, such as Hadoop, MapReduce, or similar.
Demonstrated experience conducting data science using the Apache Zeppelin and Jupyter notebooks platforms and Spark/Pyspark.
Demonstrated experience developing MS Visual Basic for Applications (VBA) code.
Demonstrated experience supporting traditional and commercial targeting efforts
Demonstrated experience programming in the R language WHAT YOU'LL NEED TO SUCCEED: Education: Bachelor's degree in Computer Science, Engineering, or a related technical discipline, or the equivalent combination of education, technical certifications or training, or work experience.
Experience: 10+ years
Clearance: TS/SCI with Polygraph
US Citizenship required
Location: Chantilly, VA 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