Senior AI Solutions Engineer (LLM & Agents)

Our client is a fast-growing, innovation-driven organization, delivering cutting-edge AI solutions across industries. By combining advanced research with strong engineering practices, they create scalable, production-ready systems that solve real-world challenges. We are looking for a Senior LLM / Generative AI / Agentic Solutions Engineer to design and deliver advanced AI systems capable of planning, tool usage, and reliable execution within production environments. This role involves end-to-end ownership of GenAI capabilities, from model adaptation to deployment and operational excellence.
Requirements:
5+ years of experience in production ML/AI systems, including 2+ years in a senior role Strong Python development skills (testing, packaging, performance optimization) Hands-on experience with LLMs and Agentic AI systems in production Experience with LLM adaptation techniques (e.g., LoRA, PEFT) Proven experience with RAG systems and retrieval components Solid MLOps knowledge (containers, CI/CD, monitoring, versioning) Experience building APIs (REST/gRPC) and working in cloud environments (AWS/GCP/Azure)
Must have: Python, AWS, Machine learning, REST, CI/CD
Daily tasks: - Design and build Agentic AI systems (planner/executor patterns, tool calling, memory strategies)
– Adapt and deploy LLMs, including fine-tuning and optimizing performance
– Implement and improve RAG (retrieval-augmented generation) pipelines
– Ensure structured, reliable outputs with guardrails and post-processing
– Develop evaluation frameworks for model and system performance
– Deliver production-ready services with CI/CD, monitoring, and reliability practices
– Collaborate with cross-functional teams and mentor peers
– Opportunity to work on cutting-edge AI technologies in real-world applications
– Impactful projects across multiple industries
– Collaborative and innovation-focused environment