GenAI & LLM Engineer: AI Agents, MLOps & Vector DBs

IMCS Group; Chicago (IL); On-site; USD 110,000 - 170,000; Full time

Job summary

IMCS Group is seeking an experienced AI/ML Engineer to design, deploy, and optimize GenAI solutions across enterprise environments in Chicago. You will build GenAI, LLM, and RAG applications, integrate AI agents, and collaborate with business teams to deliver scalable AI-driven outcomes.

The role requires strong hands-on skills in MLOps, AI governance, Databricks, vector databases, and cloud-native development, with a focus on production reliability and measurable impact.

Qualifications

• Experience designing and deploying GenAI, LLMs, and RAG solutions.
• Knowledge of AI agents and agentic workflows.
• Proficiency with MLOps/AIOps practices.
• Experience with Databricks and embeddings/semantic search.

Responsibilities

• Design, develop, deploy, and optimize AI/ML solutions.
• Build GenAI, LLM, RAG, and AI Agent applications.
• Implement MLOps and AI governance practices.
• Integrate AI solutions with enterprise applications and APIs.
• Monitor and troubleshoot production AI systems.
• Partner with business and technical teams to deliver AI-driven solutions.

Skills

Generative AI, LLMs, and RAG

AI Agents and Agentic Workflows

MLOps / AIOps

Databricks

Vector Databases, Embeddings, Semantic

CI/CD and Cloud-Native Development

Job description

IMCS Group is seeking an experienced AI/ML Engineer to design, deploy, and optimize GenAI solutions across enterprise environments in Chicago. You will build GenAI, LLM, and RAG applications, integrate AI agents, and collaborate with business teams to deliver scalable AI-driven outcomes.

The role requires strong hands-on skills in MLOps, AI governance, Databricks, vector databases, and cloud-native development, with a focus on production reliability and measurable impact.