CACI is looking to develop, maintain, and enhance complex and diverse software systems, specifically focusing on machine learning analytics and cloud technologies to drive their mission forward and enhance Security Management/Monitoring services within Computer Network Defense (CND) systems.
Requirements
- Experience with Python
- Experience with Docker and/or Kubernetes
- Experience with AWS
- Experience with Machine Learning
Responsibilities
- Implement and refactor data pipelines at scale to improve efficiency and code correctness.
- Monitor and enhance existing data science tools to facilitate the transition from development to production systems.
- Design, implement, and enhance machine learning analytics using Python libraries such as PyTorch, NumPy, Pandas, and Scikit-learn.
- Train, test, track, and curate models using industry-standard tools and practices.
- Integrate GitOps for continuous integration and deployment of models using Docker and Kubernetes.
- Utilize AWS services such as EC2, S3, and RDS for building and deploying applications.
- Integrate model and tool outputs within Computer Network Defense (CND) systems to enhance Security Management/Monitoring services.
Other
- Active TS/SCI w/ Polygraph
- 14 years’ experience as a Software Engineer in programs and contracts of similar scope, type, and complexity, or a Bachelor’s degree in Computer Science or a related discipline plus 4 years of additional SWE experience.
- Bachelor’s degree in Computer Science or a related discipline from an accredited college or university is required. Alternatively, 4 years of additional Software Engineering experience on projects with similar software processes may substitute for a bachelor’s degree.
- Minimum Clearance Required to Start: TS/SCI with Polygraph
- Percentage of Travel Required: Up to 50%
