Senior ML Engineer: Cloud, Data Pipelines & CI/CD

CACI International; Linthicum (MD); On-site; USD 132,000 - 290,000; Full time

Job summary

CACI International invites applications for a Senior Software Engineer specializing in Machine Learning and Cloud Technologies. The role focuses on building scalable data pipelines, ML analytics, model management, and CI/CD with Docker/Kubernetes in AWS environments.

The position requires active TS/SCI with polygraph, strong Python experience, and 14+ years in software engineering (or 4+ years with a related degree). The work is split between Laurel and Linthicum Heights, MD, with no travel.

Qualifications

• Active TS/SCI with Polygraph.
• Experience with Python.
• Experience with Docker and/or Kubernetes.
• 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.

Responsibilities

• Data Pipelines: Implement and refactor data pipelines at scale to improve efficiency and code correctness.
• Tool Enhancement: Monitor and enhance existing data science tools to facilitate the transition from development to production systems.
• ML Analytics: Design, implement, and enhance machine learning analytics using Python libraries such as PyTorch, NumPy, Pandas, and Scikit-learn.
• Model Management: Train, test, track, and curate models using industry-standard tools and practices.
• CI/CD: Integrate GitOps for continuous integration and deployment of models using Docker and Kubernetes.
• Cloud Services: Utilize AWS services such as EC2, S3, and RDS for building and deploying applications.
• System Integration: Integrate model and tool outputs within Computer Network Defense (CND) systems to enhance Security Management/Monitoring services.
• Documentation: Document all processes and code, and provide comprehensive reports on completed tasks.
• This position sits 50% of the time at our Laurel and 50% at our Linthicum Heights, MD locations.

Skills

Python

Docker

Kubernetes

Education

Bachelor's degree in Computer Science or related field

Tools

AWS

Job description

CACI International invites applications for a Senior Software Engineer specializing in Machine Learning and Cloud Technologies. The role focuses on building scalable data pipelines, ML analytics, model management, and CI/CD with Docker/Kubernetes in AWS environments.

The position requires active TS/SCI with polygraph, strong Python experience, and 14+ years in software engineering (or 4+ years with a related degree). The work is split between Laurel and Linthicum Heights, MD, with no travel.