Lead I - ML Engineering

AI Developer

Location: Trivandrum / Kochi / Bengaluru / Hybrid
Experience: 5+ Years
Employment Type: Full-Time

About UST

UST is seeking a highly motivated and innovative AI Developer to join our Digital Transformation and AI practice. The candidate will be responsible for designing, developing, deploying, and optimizing Artificial Intelligence and Machine Learning solutions that solve complex business challenges and enable intelligent automation across enterprise ecosystems.

The ideal candidate will possess strong expertise in Machine Learning, Generative AI, Large Language Models (LLMs), Data Analytics, and Cloud-based AI services.

Key Responsibilities AI Machine Learning Development

• Design, develop, train, and deploy AI/ML models for enterprise business applications.
• Build scalable predictive and prescriptive analytics solutions.
• Develop and implement Deep Learning and Natural Language Processing (NLP) models.
• Perform feature engineering, model tuning, and performance optimization.

Generative AI Solutions

• Design and implement Generative AI solutions using Large Language Models (LLMs).
• Build intelligent chatbots, virtual assistants, knowledge assistants, and automation frameworks.
• Develop Retrieval-Augmented Generation (RAG) based solutions.
• Integrate OpenAI, Azure OpenAI, and enterprise AI services into business applications.

Data Engineering Analytics

• Collect, clean, preprocess, and transform structured and unstructured data.
• Design data pipelines to support model training and inference.
• Analyze datasets to identify patterns, trends, and business insights.
• Ensure data quality, governance, and compliance standards.

Integration Deployment

• Integrate AI solutions with enterprise platforms, APIs, and business applications.
• Deploy AI applications in cloud environments.
• Monitor model performance and implement continuous improvement strategies.
• Support production deployments and operational excellence initiatives.

Collaboration Governance

• Collaborate with Data Scientists, Solution Architects, Developers, and Business Stakeholders.
• Participate in architecture reviews and technology assessments.
• Adhere to Responsible AI, Security, Privacy, and Compliance standards.
• Contribute to AI innovation and reusable accelerators within UST.

Required Technical Skills Programming Languages

• Python (Strong proficiency)
• SQL

AI / Machine Learning

• Machine Learning Algorithms
• Deep Learning
• Natural Language Processing (NLP)
• Generative AI
• Large Language Models (LLMs)
• Model Evaluation Optimization

Frameworks Libraries

• TensorFlow
• PyTorch
• Scikit-learn
• Pandas
• NumPy

Cloud AI Platforms

• Microsoft Azure AI Services
• Azure OpenAI Service
• AWS AI/ML Services
• Google Cloud AI Platform

Development Integration

• REST APIs
• API Development and Integration
• Microservices Architecture
• AI Model Deployment

AI Orchestration (Preferred)

• LangChain
• Semantic Kernel
• Microsoft Copilot Studio

Qualifications Educational Qualification

• Bachelors or Masters Degree in:
  • Computer Science
  • Artificial Intelligence
  • Data Science
  • Information Technology
  • Related Engineering Discipline

Experience

• 3+ years of experience in AI/ML development.
• Experience developing and deploying production-grade AI applications.
• Experience working with cloud-native AI platforms.
• Experience implementing ML models throughout the software development lifecycle.

Preferred Qualifications

• Hands-on experience with Generative AI and Large Language Models.
• Experience implementing Retrieval-Augmented Generation (RAG) architectures.
• Knowledge of MLOps practices and CI/CD pipelines.
• Experience with Vector Databases and Embedding Models.
• Azure AI Engineer Associate Certification or equivalent cloud AI certification.
• Experience in enterprise-scale AI transformation initiatives.

Skills

Primary Skills

• Generative AI
• Azure OpenAI
• Machine Learning
• Data Analysis

Secondary Skills

• AWS AI Services
• NLP
• Deep Learning
• Python
• LangChain
• Semantic Kernel
• Copilot Studio