Role overview
Job ID
323698
Job Title: Machine Learning EngineerJob Category: Information TechnologyTime Type: Full timeMinimum Clearance Required to Start: TS/SCI with PolygraphEmployee Type: RegularPercentage of Travel Required: NoneType of Travel: None* * *
The Opportunity:
CACI is seeking a Software Developer with AI experience to join our dynamic team. This role will focus on developing and implementing AI solutions to enhance our enterprise-level IT operations. The Developer will work closely with cross-functional teams to design, develop, and deploy AI-driven applications that improve efficiency, automate processes, and provide valuable insights.
What you'll work on
- Implement and optimize algorithms for large language model (LLM) integration and deployment
- Build RESTful APIs and microservices to serve ML models in production environments
- Write clean, maintainable, and well-documented code following object-oriented programming principles
- Collaborate with cross-functional teams to understand requirements and translate them into technical solutions
- Work with databases (SQL,NoSQL and Vector) to manage training data, model artifacts, and application state
- Containerize ML applications using Docker for consistent deployment across environments
- Utilize Git for version control and participate in code reviews to maintain code quality
- Conduct testing and debugging of ML applications to ensure reliability and accuracy
- Support the deployment and monitoring of AI/ML models in cloud environments
- Stay current with emerging trends in machine learning, LLMs, and AI engineering best practices
What we're looking for
Required:
- Active TS/SCI clearance with Poly
- Bachelor's degree in computer science, Software Engineering, Data Science, or related technical field with 5 years of professional experience in software development or machine learning engineering
- Strong proficiency in Python programming with solid understanding of object-oriented programming (OOP) concepts, design patterns, data structures, and algorithms
- Experience with development tools and practices including Git version control, Docker containerization, and database management (SQL and/or NoSQL)
- Knowledge of LLM technologies including exposure to Large Language Models, orchestration frameworks (LangChain, LangGraph),
- Understanding of RAG architectures and vector databases (ChromaDB, Pinecone, Weaviate, or similar) for building intelligent retrieval systems
- Strong problem-solving abilities, attention to detail, excellent communication skills, and eagerness to learn in a collaborative team environment
Desired:
- Master's degree in computer science or related field
- Experience with cloud platforms (AWS, Azure, or Google Cloud) and knowledge of MLOps practices for ML model deployment and monitoring
- Experience with container orchestration and DevOps including Kubernetes, Rancher, CI/CD pipelines, and infrastructure automation tools like Ansible
- Familiarity with enterprise platforms such as ServiceNow, SAP, Tableau, or Splunk
- Contributions to open-source ML projects and familiarity with Agile development methodologies
*What You Can Expect:
A culture of integrity.**
At CACI, we place character and innovation at the center of everything we do. As a valued team member, you’ll be part of a high-performing group dedicated to our customer’s missions and driven by a higher purpose – to ensure the safety of our nation.