Data Scientist

MANTECH; Springfield (VA); On-site; USD 110,000 - 150,000; Full time

Job summary

MANTECH seeks a motivated, career and customer-oriented Data Scientist to join our team in Springfield, VA. This is a full-time onsite position.

The role focuses on data extraction, ingestion, and modeling, collaborating with subject matter experts to translate business rules into technical specifications. A TS/SCI clearance is required to obtain and maintain access to sensitive mission data.

Qualifications

• Bachelor’s degree in Data Management, Data Engineering, Information Systems, Data Science, Computer Science, Software Engineering, Statistics, Mathematics, Physics, or related field.
• 3+ years of professional experience that includes data extraction, ingestion, and modeling.
• Experience with Python and with writing advanced SQL queries.
• Knowledge of model evaluation approaches including techniques for improving initial model development and deployed models.
• Ability to work with Subject Matter Experts to understand business rules and translate them to technical specifications.

Education

Bachelor's degree in Data Science / Data Engineering / Computer Science / Statistics / Mathematics / Physics / Information Systems

Tools

Oracle Apex

Git-based version control (GitHub/GitLab)

CI/CD pipelines

Job description

MANTECH seeks a motivated, career and customer-oriented Data Scientist to join our team in Springfield, VA. This is a full-time onsite position.

Minimum Qualifications

• Bachelor’s degree from an accredited college or university in Data Management, Data Engineering, Information Systems, Data Science, Computer Science, Software Engineering, Statistics, Mathematics, Physics, or bachelor’s degree with 30 semester hours in a combination of Mathematics, Statistics, and Computer Science.
• 3+ years of professional experience that includes data extraction, ingestion, and modeling.
• Experience with Python and with writing advanced SQL queries
• Knowledge of model evaluation approaches including techniques for improving initial model development and deployed models
• Ability to work with Subject Matter Experts to understand business rules and translate them to technical specifications.

Preferred Qualifications

• Experience with behavioral analytics
• Experience with Oracle Apex
• Experience with fine-tuning BERT-style modeling for downstream NLP tasks
• Experience with large language models
• Familiarity with developing GPU enabled AI/ML solutions
• Experience using Git-based version-control, such as Github/Gitlab
• Familiarity with building CI/CD pipelines.
• Communicate clearly both verbally and in writing to teammates and clients.

Clearance Requirements

• Must have a current/active TS/SCI clearance with the ability to obtain and maintain a polygraph

Physical Requirements

• Must be able to remain in a stationary position for extended periods while performing imagery analysis and reporting.
• Must be able to occasionally move about the work area to collaborate with team members and access mission systems.