Data Scientist - TS/SCI with Polygraph
USA VA Chantilly - Customer Proprietary (VAC034), United States
General Dynamics Information Technology
Delivering consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community.Type of Requisition:
RegularClearance Level Must Currently Possess:
Top Secret SCI + PolygraphClearance Level Must Be Able to Obtain:
Top Secret SCI + PolygraphPublic Trust/Other Required:
NoneJob Family:
Data ScienceJob Qualifications:
Skills:
Data Visualization, Microsoft Excel, Python (Programming Language)Certifications:
NoneExperience:
10 + years of related experienceUS Citizenship Required:
YesJob Description:
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
#JET
#ISP2024InnovativeTalent
#EnhancedTechPoly2025
Scheduled Weekly Hours:
40Travel Required:
Less than 10%Telecommuting Options:
OnsiteWork Location:
USA VA ChantillyAdditional 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 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.We connect people with the most impactful client missions, creating an unparalleled work experience that allows them to see their impact every day. We create opportunities for our people to lead and learn simultaneously. From securing our nation’s most sensitive systems, to enabling digital transformation and cloud adoption, our people are the ones who make change real.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.Tags: APIs Computer Science Consulting Data management Data visualization Elasticsearch Engineering Excel Hadoop Jupyter Kibana Machine Learning NLP Power BI PySpark Python R Research Spark SQL Statistics Superset Tableau Testing
Perks/benefits: 401(k) matching Career development Competitive pay Flex hours Health care Insurance Medical leave Parental leave
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