Machine Learning Engineer

About the Unit:TCS AI is driving the vision of becoming the world’s largest AI-led technology services company, helping enterprises transform across the entire AI stack—from infrastructure to intelligence. With an action-oriented approach that goes beyond experimentation, TCS combines enterprise-grade AI platforms, model engineering, and human-centered design to deliver measurable business impact. At the heart of this transformation is data, enabling organisations to modernize their data ecosystems and infuse AI across customer value chains. For TCS, AI is not just a technology — It is the foundation of the next economy.Title Description for Opportunity Role Name: ML EngineerResponsibilities:Design, develop, and optimize Generative AI and Agentic AI solutions for business use cases.Build, fine-tune, and deploy LLMs using modern AI frameworks and best practices.Develop RAG-based applications and AI agents for scalable enterprise solutions.Collaborate with cross-functional teams to integrate AI models into production environments.Implement MLOps, LLMOps, and AgentOps practices for deployment, monitoring, and continuous improvement.Mentor team members and provide technical guidance on AI architecture and implementation.Must Have Skills:7+ years of IT experience with 3+ years in AI/Generative AI.Strong expertise in LLMs, Generative AI, NLP, and Agentic AI.Hands-on experience with RAG, MCP, LangChain, and LangGraph.Proficiency in Python and AI frameworks such as PyTorch, TensorFlow, or Keras.Experience with MLflow, Phoenix, and Google Agent Development Kit (ADK).Strong knowledge of MLOps, LLMOps, AgentOps, and CI/CD practices.Experience deploying AI solutions on AWS, Azure, or GCP.Proven experience building and supporting production-grade AI applications.Location: PAN India (Tier 1 cities preferred)Experience Range: 7-15 yearsQualifications: Any Technical Degree (BE/BTech/MTech/MCA/BCA/BSC/Diploma/Masters)Eligibility: 15 years of full-time education.Good communication and interpersonal skillsStrong verbal and written communication skillsWillingness to work in a collaborative and dynamic environmentRelevant experience as per the job requirements (if applicable)Unit level assets:Solutions- First one should go with any AI openingTCS AI WisdomNext™- A modular, enterprise‑grade GenAI platform to design and scale agentic automation with greater business impactTCS Neural Decision Synthesis TCS Rapid Outcome AIResearch insights/Blogs - First 2 articles will go with any AI openingFrom potential to performance by design- TCS AI for Business Study – Key FindingsThe Tata Story at the India AI Impact SummitStatistical AI framework for model fragility detectionWinning With Intelligent Choice ArchitecturesAdvance innovation with human-humanoid collaborationHow to measure success with agentic AI in enterprises Build enterprise ready LLMs through fine tuningRedefining application maintenance with AICase studies- Deutsche Bank accelerates compliance with AI-powered digital assistantLloyds Banking Group: Re-imagining banking with AIGlobal YT Video- TCS helps TDC NET modernise with human-in-the-loop AILeadership Video- both should go with any AI openingTata AI Conclave, powered by CNBC TV18- TATA chairman and COOTransforming work in the age of AI- Ashok KrishBig Bet hiring page link:https://www.tcs.com/careers/india/tcs-ai-careers