Walk-in | AIML Developer

Tata Consultancy Services; Chennai District; On-site; INR 1,200,000 - 2,600,000; Full time

Job summary

Tata Consultancy Services in Chennai is seeking an AI ML Developer with 4–15 years of experience to design, build, and deploy advanced AI solutions. The role requires strong foundation in ML, NLP, and generative models, plus hands-on experience with LLM-based architectures and cloud platforms.

You will collaborate with data scientists and cross-functional teams to preprocess data, optimize models, and ensure production readiness.

Qualifications

• Strong knowledge of AI methodologies, including generative models, ML, RL, and NLP.
• Design, implement, and optimize generative AI architectures and models.
• Build Agentic AI solutions using LLMs, including tool/function calling, MCP, memory, workflows, and orchestration.
• Collaborate with data scientists to collect, preprocess, and manage large datasets for model training.
• Collaborate with cross-functional teams to deploy AI models in production environments.
• Experience with cloud platforms (AWS, Azure, GCP) to develop and deploy scalable AI solutions.
• Hands-on end-to-end AI/ML engineering: data preprocessing, feature engineering, training, evaluation, and production optimization.
• Proficiency in Python, .NET or Java, with libraries like TensorFlow, PyTorch, Keras

Responsibilities

• Design and implement AI/ML models for production-ready use cases.
• Develop and optimize generative AI architectures and pipelines.
• Integrate AI models into production environments for scalable deployment.
• Collaborate with data scientists to ensure data quality and robust training.
• Leverage cloud platforms to ensure high availability and performance.

Skills

AI methodologies

Generative models

Reinforcement learning

NLP

Tool calling

MCP

Data preprocessing

Production deployment

Python

.NET

Java

TensorFlow

PyTorch

Keras

AWS

Azure

GCP

Tools

TensorFlow

PyTorch

Keras

AWS

Azure

GCP

Job description

TCS is conducting Face to Face interview for AI ML Developer for Chennai Location

Job Role: AI ML Developer

Job Experience: 4 to 15 Years

Interview Location: Chennai

Interview Mode: Face to Face

Interview Date: 19-Sept-2026

Venue: TATA Consultancy Services, Magnum Block IT SEZ Phase-2, 200 Feet Radial Road, MCN Nagar Extension, Thoraipakkam, Chennai - 600097

What we are looking for:

• Strong knowledge of AI methodologies, including generative models, machine learning (ML), reinforcement learning, and natural language processing (NLP).
• Design, implement, and optimize generative AI architectures and models.
• Build Agentic AI solutions using LLMs, including tool/function calling, Model Context Protocol (MCP), memory, workflows, and orchestration.
• Collaborate with data scientists and analysts to collect, preprocess, and manage large datasets, ensuring data quality and integrity for model training.
• Collaborate with cross-functional teams to integrate AI models into production environments, ensuring seamless deployment and operational efficiency.
• Experience of cloud-based platforms (e.g., AWS, Azure, GCP) to develop and deploy scalable AI solutions, ensuring high availability and performance.
• Strong hands-on experience in end-to-end AI/ML engineering, including data preprocessing, feature engineering, model training, evaluation, and optimization for production use cases.
• Proficiency in programming languages such as Python, .Net or Java, with experience in relevant libraries and frameworks (e.g., TensorFlow, PyTorch, Keras).