AI Engineer
Caci
- Location
- United States
- Workplace
- Remote
- Employment
- Full Time
- Salary
- USD 82,100–172,400/yr
Posted 1mo ago
AI Engineer | CACI
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Single Position
View All JobsRemote
AI Engineer
Remote (Any State)
No longer accepting applications.
Job ID
330347
The Opportunity
We are seeking a system/software engineer to research, design and build Artificial Intelligence (AI) and Machine Learning (ML) solutions. As part of our team, you will help lay the foundation for future AI/ML initiatives while contributing to broader software development projects. You will work closely with a small cross-functional team to gather requirements, design, develop, and implement AI-driven features, seamless integrations, and deployment pipelines across a range of AI/ML use cases, including Generative AI.
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.
- Follow a CACI agile methodology, attending daily standups, refinement sessions, and updating agile project management system to ensure transparency
- Design and implement agentic workflows using supervisor and orchestration patterns with frameworks such as LangGraph, CrewAI, or similar multi-agent orchestration tools
- Establish observability and evaluation pipelines using tools like Langfuse, LangSmith, or similar platforms to monitor, trace, and assess LLM application performance
Qualifications
Required
- Must be a U.S. Citizen
- Desired Active Secret or Top-Secret clearance on hand
- Bachelor's degree in computer science, software engineering, or a related field.
- 3-5 years of software development experience with 2-5 years of relevant experience in NLP, machine learning, or AI development
- Experience designing agentic flows using supervisor, routing, and hierarchical patterns with frameworks such as LangGraph or equivalent
- 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)
- Experience with data preprocessing, normalization, cleaning, encoding data into vector representations
- Knowledge of text analytics and semantic search techniques
- Experience with prompt engineering
- 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
Desired
- Active Secret or Top-Secret clearance
- T5 level background investigation (possesses or must be able to obtain)
- Familiarity with version control systems (e.g., Git)
- Experience with containerization (e.g., Docker)
- Experience with relational databases, including schema design
- Experience implementing observability, tracing, and evaluation frameworks for LLM-based applications
- Understanding of CI/CD pipelines
Level Description
- Seasoned technical individual contributor
- Works independently with limited supervision
- May manage projects / processes
- Coaches and reviews the work of lower level professionals
- Problems faced are difficult and sometimes complex
- Influences others regarding system design, solutions, and procedures
Organizational Impact
- Works to achieve operational targets with significant impact on departmental results. Works independently under limited supervision. May be responsible for entire projects or processes within job area.
Innovation & Complexity
- Responsible for developing technical solutions that may require collaboration with internal expertise and deep analysis of the technical system.
- Problems and issues faced are difficult, and may require understanding of broader set of issues. Problems typically involve consideration of multiple issues, job areas or specialties. Problems are typically solved through drawing from prior experience and analysis of issues.
Communication & Influence
- Communicates with parties within and outside of own job function. May have responsibility for communicating with parties external to the organization (e.g., customers, vendors, etc.)
- Works to influence parties within and outside of the job function at an operational level regarding policies, practices and procedures.
Leadership & Talent Management
- Typically, responsible for running small technical teams to include providing guidance, coaching and training to other employees within job area. May lead projects at this level, requiring responsibility for the delegation of work and the review of others' work product.
Knowledge & Experience
- Requires advanced understanding and ability to apply standards, principles, theories, and technical concepts obtained through advanced education combined with experience. May have practical knowledge of project management.
- Typically has a University Degree (BA/BS) or equivalent experience and minimum 5 years of related work experience.
Financial Responsibility
- N/A
Program Headcount
- N/A
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au"], "backoffVariables"
{"notificationKeysToBackoff"
["position_notification"], "backoffMultiplier"
2, "backoffUnengageNumDaysThreshold"
14, "minimumNotifCountBeforeBackoff"
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{}, "ipGeolocation"
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""}}
Skills
- Python
- JavaScript
- Rust
- Golang
- LangGraph
- CrewAI
- Langfuse
- LangSmith
- Linux
- AWS
- OCI
- Git
- Docker
- SQL
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