Role Description
We are looking for an experienced AI/ML Engineer with strong software engineering and AWS expertise to build, integrate, and operate production-grade AI and data services. The ideal candidate will have hands-on experience with Python, AWS, Generative AI/LLM applications, APIs, CI/CD, containerization, and infrastructure-as-code.
Key Responsibilities
Design, develop, and operate scalable production services on AWS.
Build AI/ML and LLM-powered applications using up-to-date application patterns.
Develop and integrate APIs and services that expose data, tools, and AI capabilities to client applications.
Implement retrieval-augmented generation (RAG), prompt orchestration, tool use, and search/retrieval solutions.
Develop and maintain CI/CD pipelines and automated deployment processes.
Build containerized applications using Docker and implement infrastructure using IaC.
Integrate AI agents and tool ecosystems using MCP or comparable frameworks.
Work with knowledge graphs, context graphs, and graph databases where applicable.
Develop evaluation and retrieval pipelines to measure and improve AI application quality.
Collaborate with engineering, data, AI/ML, DevOps, and other cross-functional teams.
Work independently within an existing architecture and codebase and deliver solutions with minimal supervision.
Mandatory Skills & Experience
6+ years of professional experience in software, data, or AI/ML engineering.
3+ years of hands-on experience building and operating production services on AWS.
Strong proficiency in Python with solid software engineering fundamentals, including testing, code reviews, and version control.
Hands-on experience with AWS services such as:
Amazon Bedrock
AWS Lambda
Amazon ECR
Amazon S3
API Gateway
IAM
CloudWatch
Experience designing and integrating APIs and backend services.
Working knowledge of LLM application patterns, including:
Retrieval-Augmented Generation (RAG)
Prompt orchestration
Tool/function calling
AI agent integrat
📌 AI/ML Engineer – AWS (Bengaluru)
🏢 UST
📍 Bengaluru