Job Description

5 - 12 Years
1 Opening
Trivandrum

Role description

We are seeking a highly skilled

AI/ML Engineer

with hands-on experience in building advanced AI systems using modern agentic frameworks, vector-based search, and cloud-native architectures. The ideal candidate will have strong engineering fundamentals, deep understanding of AI pipelines, and expertise in deploying scalable solutions on Azure.

Key Responsibilities

Design, develop, and optimize AI/ML solutions leveraging agentic architectures and automated workflows. Implement vector-based retrieval systems, embedding pipelines, and context engineering for AI applications. Build and maintain prompt engineering frameworks and LLM-driven automation workflows. Develop high-performance services using Python, Java, or Go. Deploy and manage cloud-native AI services on

Azure

, ensuring reliability, scalability, and cost efficiency. Integrate with various databases and storage systems including Azure AI Search, Redis, and Cosmos DB. Architect and implement serverless and containerized solutions using

Azure Functions

and

Azure Container Apps

. Collaborate cross-functionally with product, cloud, and data engineering teams to deliver end?to?end AI features.

Required Skills & Experience

Hands-on experience with Agentic Layer A2A frameworks and MCP Protocol.

Expertise in AI/ML engineering

, including: + Vector embeddings
+ Prompt engineering
+ Context engineering

Programming proficiency

in any of the following: + Python
+ Java

Strong Azure Cloud experience

, including: + Deploying AI workloads
+ Monitoring and operationalizing cloud services
Experience with: +

Azure AI Search

+

Redis

+

Cosmos DB

+ (Bonus: Blob Storage, Iceberg)
Proven ability to design, deploy, and manage: +

Azure Functions

+

Azure Container Apps

Solid understanding of: + Cloud?native architecture
+ Scalability principles
+ Performance optimization

Skills

Artificial intelligence, Machine Learning, Azure, AI ML engineering, Python, Java, Agentic layer A2A framework

About UST

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world's best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients' organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact--touching billions of lives in the process.