2743 - AI / ML Agent Developer

Job Title : AI / ML Agent Developer

Location : All EXL Locations

Department : Artificial Intelligence & Data Science

Position Summary :

We are seeking an experienced and innovative AI / ML Agent Developer to design, develop, and deploy intelligent agents within a multi-agent orchestration framework. This role involves building autonomous agents that leverage LLMs, reinforcement learning, prompt engineering, and decision-making strategies to perform complex data and workflow tasks. You’ll work closely with cross-functional teams to operationalize AI across diverse use cases such as annotation, data quality, knowledge graph construction, and enterprise automation.

Key Responsibilities :

• Design and implement modular, reusable AI agents capable of autonomous decision-making using LLMs, APIs, and tools like LangChain, AutoGen, or Semantic Kernel.
• Engineer prompt strategies for task-specific agent workflows (e.g., document classification, summarization, labeling, sentiment detection).
• Integrate ML models (NLP, CV, RL) into agent behavior pipelines to support inference, learning, and feedback loops.
• Contribute to multi-agent orchestration logic including task delegation, tool selection, message passing, and memory / state management.
• Collaborate with MLOps, data engineering, and product teams to deploy agents at scale in production environments.
• Develop and maintain agent evaluations, unit tests, and automated quality checks for reliability and interpretability.
• Monitor and refine agent performance using logging, observability tools, and feedback signals.

Required Qualifications :

Preferred Skills :