ML Engineer (Deep Learning / Generative AI) | TCS Careers, Chennai

September 11, 2025

Job Description

Summary

Tata Consultancy Services (TCS) is seeking a highly skilled ML Engineer specializing in Deep Learning and Generative AI in Chennai, with opportunities also in Bangalore, Hyderabad, and Kolkata. The ideal candidate will design, build, and fine-tune Large Language Models (LLMs) and domain-specific AI applications, leveraging advanced deep learning frameworks, neural networks, and generative techniques. This role combines hands-on AI/ML engineering expertise with innovation-driven problem solving, making it perfect for professionals looking to advance their careers in enterprise AI and Generative AI technologies.


Job Details at a Glance

TitleML Engineer (Deep Learning / Generative AI)
CompanyTata Consultancy Services (TCS)
LocationChennai (Other locations: Bangalore, Hyderabad, Kolkata)
Experience10 – 16 years
ShiftDay Shift
FunctionTechnology
RoleEngineer
Apply By31-Dec-2025

Key Responsibilities

1. AI Model Development

  • Build, fine-tune, and optimize deep learning models for enterprise-scale applications.
  • Develop and implement Generative AI models and LLMs tailored to domain-specific requirements.
  • Ensure high-performance and scalable AI solutions for real-time and batch processing use cases.

2. Model Optimization & Deployment

  • Fine-tune AI models to improve accuracy, efficiency, and responsiveness.
  • Collaborate with cloud teams to deploy ML models on platforms like AWS, Azure, or GCP.
  • Implement best practices for model monitoring, versioning, and lifecycle management.

3. Collaboration & Innovation

  • Work closely with AI/ML architects, data engineers, and product teams to design robust solutions.
  • Participate in R&D for next-generation Generative AI technologies.
  • Provide guidance on emerging AI trends, frameworks, and tools.

4. Knowledge Sharing

  • Mentor junior ML engineers on deep learning and Generative AI techniques.
  • Document solutions, architectures, and processes for knowledge sharing across teams.

Skills & Expertise

  • Strong hands-on experience with deep learning frameworks (TensorFlow, PyTorch, etc.)
  • Expertise in Generative AI, LLMs, NLP, and domain-specific AI solutions
  • Familiarity with cloud-based AI/ML deployment and MLOps practices
  • Experience with model fine-tuning, hyperparameter optimization, and neural network design
  • Knowledge of AI/ML pipelines, CI/CD integration, and scalable architectures

Qualifications

  • Bachelor’s degree in Computer Science, AI/ML, Data Science, or related fields
  • 10–16 years of professional experience in AI/ML engineering and deep learning
  • Hands-on experience in Generative AI, LLMs, and enterprise AI solutions

Why Join TCS as an ML Engineer

  • Work on cutting-edge deep learning and Generative AI projects for global clients.
  • Gain exposure to enterprise AI deployment, cloud platforms, and LLM frameworks.
  • Collaborate with world-class AI teams and innovate in next-generation AI technologies.

Apply Now

Advance your career as a ML Engineer (Deep Learning / Generative AI) at TCS Chennai. Apply directly through the TCS Careers Portal and join a leading AI and technology team driving enterprise innovation.