Illumination Works llc
Agentic AI Engineer
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Job Description
Location and Travel Details
Remote Join our Data Science Team! Our collaborative and diverse data science team is focused on helping organizations unlock business value through machine learning, analytics, generative AI, agentic AI systems, and intelligent automation. We work across industries including sustainment, logistics, industrial modernization, acquisition, cybersecurity, retail, and manufacturing to design and implement solutions that solve complex business challenges. Our projects range from creating analytic insights from data to enterprise-level end-to-end knowledge engines supporting application development. We apply natural language processing (NLP), computer vision, sensor analytics, knowledge graphs, large language models (LLMs), retrieval augmented generation (RAG), agentic workflows, statistical modeling, visualization, and human-in-the-loop decision systems to provide world class solutions.
We are seeking an experienced Agentic AI Engineer who is passionate about emerging AI technologies and can bridge the gap between business objectives and practical AI implementation. The ideal candidate will bring deep technical expertise in LLMs, agentic architectures, and modern AI frameworks while helping clients identify high-value use cases and implement scalable, production-ready AI solutions.
Key activities include
* Design, develop, and deploy AI solutions leveraging LLMs, RAG, and agentic AI architectures * Design, evaluate, and maintain a seamless generative pipeline that accepts user queries/prompts in conversational language, handles real-time prompt orchestration to generate safe SQL, extracts required insights, and reformats raw datasets into clean, actionable, human-readable answers * Evaluate business processes and identify opportunities where generative AI and autonomous agents can improve efficiency, decision-making, and customer outcomes * Architect multi-agent and agentic workflows using modern frameworks *...
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