Senior Software Engineer -Machine Learning and Data Science
Role details
Job location
Tech stack
Job description
- Design and implement scalable data pipelines, improving efficiency and code correctness
- Develop and enhance ML analytics using Python libraries such as PyTorch, NumPy, Pandas, and Scikit-learn
- Train, test, and curate machine learning models using industry-standard tools and practices
- Implement GitOps for continuous integration and deployment of models using Docker
- Utilize AWS services (EC2, S3, RDS) for application building and deployment
- Integrate model outputs with Computer Network Defense (CND) systems to enhance security capabilities
- Contribute to software design, considering hardware/software tradeoffs and potential use of COTS/GOTS solutions
- Provide comprehensive documentation and reporting on completed tasks
Requirements
Join our innovative team as a Senior Software Engineer specializing in Machine Learning and Data Science. You'll have the chance to work on cutting-edge projects, developing and enhancing complex software systems that make a real impact. This role offers an exciting blend of individual contribution and collaborative teamwork, allowing you to leverage your expertise in Python, Docker, and machine learning to drive technological advancements in computer network defense and security management. This position offers an excellent opportunity for a seasoned professional to apply their skills in a dynamic, high-impact environment. If you're passionate about leveraging cutting-edge technologies to solve complex problems in cybersecurity, we want to hear from you!, * Active TS/SCI w/ Polygraph
- 14+ years of experience as a Software Engineer in similar programs and contracts
- Bachelor's degree in Computer Science or related field (or equivalent experience)
- Extensive experience with Python programming
- Proficiency in Docker and/or Kubernetes
Desired:
- Experience with AWS machine learning services
- Strong background in data science and machine learning techniques
- Familiarity with computer network defense and security management systems
- Experience with GitOps and CI/CD pipelines
Benefits & conditions
There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.
The proposed salary range for this position is: $131,800 - $290,000