The Role
Design, develop, and prototype compliance and business-processing analytics and ML/AI tools. Automate compliance functions, build and monitor machine learning models (including Random Forests and feature development), integrate and test algorithms/POCs, instrument metrics and monitoring, and produce and review technical documentation.
Summary Generated by Built In
Swift is a privately held, mission-driven and employee-focused services and solutions company headquartered in Reston, VA. Our capabilities include Software Development, Engineering & IT, Data Science, Cyber Enablement, Logistics, and Training. Founded in 2019, Swift supports Civilian, Defense, and Intelligence Community customers across the country and around the globe.
We are looking for a Data Science Software Engineer to join a growing team in Annapolis Junction, MD.
The Data Science Software Engineer will design, develop, and prototype analytics solutions and tools that support compliance and business processing functions. This role will focus on creating automated approaches to streamline compliance processes, enhancing existing capabilities, and researching, integrating, and validating Machine Learning (ML) and Artificial Intelligence (AI) solutions within an R&D environment. The engineer will develop analytical models, establish performance metrics, and implement monitoring capabilities to assess and optimize tools, processes, and data workflows.
Required Skills:
- Proficiency with Java, Scala, and Python
- Experience with Lucene, JEXL, SQL, JSON
- Random Forest and ability to do feature development for Random Forest
- Experience with Machine Learning Model building and monitoring
- Experience developing in a Linux operating environment
- Experience with Ghostmachine (Map/Reduce)
- Experience with GM Learn
- Experience with Jupyter Notebooks
- Experience with IntelliJ and/or Eclipse
- Experience with Git/Gitlab and/or Stash/Bitbucket
- Experience with Jira and Confluence for project tracking and documentation
- Experience with Scikit-learn
- Agency Compliance standards, policies, and authorities
- Experience with Agency corporate systems
- Experience with documentation and reviewing documentation
Desired Skills:
- Data Science skills/background
- Experience with AWS
- Experience implementing ML systems
- Experience with Spark
- Exploratory Data Analysis (EDA)
- Agentic AI
- Large Language Models (LLM)
- Machine Learning Feature Development
- Other Machine Learning models and techniques
Requirements:
- Twenty (20) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required. Bachelor’s degree in Computer Science or related discipline from an accredited college or university is required.
- Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degree.
- US citizenship and an active security clearance required
The Swift Group and Subsidiaries are 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.
Pay Range: $49,996.80 - $290,004.00
Pay ranges are a general guideline and not intended as a guaranteed and/or implied final compensation or salary for this job opening. Determination of official compensation or salary relies on several different factors including, but not limited to: level of position, complexity of job responsibilities, geographic location, work experience, education, certifications, Federal Government contract labor categories, and contract wage rates.
At The Swift Group and Subsidiaries, you will receive comprehensive benefits including but not limited to: healthcare, wellness, financial, retirement, education, and time off benefits.
Skills Required
- Experience with Java, Scala, and Python
- Experience with Lucene, JEXL, SQL, JSON
- Random Forest and feature development for Random Forest
- Experience with machine learning model building and monitoring
- Experience developing in a Linux operating environment
- Experience with Ghostmachine (Map/Reduce) and GM Learn
- Experience with Jupyter Notebooks
- Experience with IntelliJ and/or Eclipse
- Experience with Git/GitLab and/or Stash/Bitbucket
- Experience with Jira and Confluence
- Experience with Scikit-learn
- Agency compliance standards, policies, and authorities experience
- Experience with agency corporate systems
- Experience with documentation and reviewing documentation
- Twenty (20) years experience as a SWE in programs and contracts of similar scope, type, and complexity
- Bachelor's degree in Computer Science or related discipline (or four additional years of SWE experience in lieu of degree)
- US citizenship
- Active security clearance
- Data Science skills/background
- Experience with AWS
- Experience implementing ML systems and with Spark
- Exploratory Data Analysis (EDA)
- Agentic AI, Large Language Models (LLM), and other ML models/techniques
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The Company
What We Do
The Swift Group is a privately held, mission-driven and employee-focused services and solutions company headquartered in Reston, Virginia. Founded in 2019, Swift supports Civilian, Defense, and Intelligence Community customers, across the country and around the globe.
