CACI is seeking a system/software engineer to research, design and build Artificial Intelligence (AI) and Machine Learning (ML) solutions, including Generative AI, to lay the foundation for future AI/ML initiatives and contribute to broader software development projects.
Requirements
- Experience with Linux and Linux based terminals
- Understanding of RAG architecture and principles, experience implementing RAG systems, and familiarity with popular RAG frameworks and tools.
- Knowledge of security best practices for AI systems
- Strong programming skills, particularly in Python, Javascript, rust, golang
- Experience with vector databases, embedding techniques, and data pipelines
- Experience with information retrieval systems
- Experience with RESTful APIs and Cloud Services (AWS, OCI)
Responsibilities
- Forward thinking vision of how RAG can be integrated within a software development lifecycle and business practices, keeping abreast of new developments in RAG, NLP, and related fields.
- Designing and implementing retrieval systems: Creating efficient ways to store and quickly access large amounts of relevant information.
- Implementing safeguards: Developing mechanisms to prevent the system from retrieving or generating inappropriate or harmful content.
- Developing and fine-tuning language models: Working with large language models to optimize their performance for specific tasks and domains.
- Evaluation and testing: Designing and conducting tests to measure the system's accuracy, relevance, and overall performance.
- Integrating retrieval and generation components: Ensuring seamless interaction between the retrieval system and the language model.
- Design and build agentic workflows
Other
- Follow a CACI agile methodology, attending daily standups, refinement sessions, and updating agile project management system to ensure transparency
- Experience working with multiple teams in an agile environment, with data scientists, UI/UX designers, and subject matter experts to improve the overall system.
- Self-motivated with ability to quickly adapt and learn emerging disciplines and techniques
- T5 level background investigation (possesses or must be able to obtain)
- Percentage of Travel Required: Up to 10%
