Walk-in || Ai Ml Engineer

About the Unit:TCS AI is driving the vision of becoming the worlds largest AI-led technology services company, helping enterprises transform across the entire AI stackfrom infrastructure to intelligence. With an action-oriented approach that goes beyond experimentation, TCS combines enterprise-grade AI platforms, model engineering, and human-centred design to deliver measurable business impact. At the heart of this transformation is data, enabling organisations to modernise 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.

Role Name: AI ML Developer

Required Skills:

• 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).

Location: Bangalore

Experience Range: 4-15 years

Walkin Drive Date: 19th September 2026 (9am - 3pm)

Venue: TCS Delta Park Lords Building, Tata Consultancy Services (TCS), Plot C, Block EP & GP, Salt Lake Electronics Complex, Sector V (Bidhannagar), Kolkata, West Bengal

Qualifications: Any full-time graduation

Eligibility:

• 15 years of full-time education.
• Good communication and interpersonal skills
• Strong verbal and written communication skills
• Willingness to work in a collaborative and dynamic environment
• Relevant experience as per the job requirements (if applicable)

Unit level assets: Solutions- First one should go with any AI opening1. TCS AI WisdomNext- A modular, enterprisegrade GenAI platform to design and scale agentic automation with greater business impact 2. TCS Neural Decision Synthesis 3. TCS Rapid Outcome AI

Research insights/Blogs - First 2 articles will go with any AI opening1. From potential to performance by design- TCS AI for Business Study Key Findings2. The Tata Story at the India AI Impact Summit3. Statistical AI framework for model fragility detection4. Winning With Intelligent Choice Architectures5. Advance innovation with human-humanoid collaboration6. How to measure success with agentic AI in enterprises 7. Build enterprise ready LLMs through fine tuning8. Redefining application maintenance with AI

Case studies- 1. Deutsche Bank accelerates compliance with AI-powered digital assistant2. Lloyds Banking Group: Re-imagining banking with AI3. Global YT Video- TCS helps TDC NET modernise with human-in-the-loop AI

Leadership Video- both should go with any AI opening1. Tata AI Conclave, powered by CNBC TV18- TATA chairman and COO2. Transforming work in the age of AI- Ashok Krish
Big Bet hiring page link:

• https://www.tcs.com/careers/india/tcs-ai-careers