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Kolkata · On-site · 5-8 Yrs · Oct 12
1 views
Software Development · 10000+ Employees · Mumbai, India
78 open roles12 posted in 7d78 in 30d
Work-life balance 3.5Compensation & benefits 2.8Culture & values 3.5
Hiring: Engineering
What employees say
+ Good work life balance and nice work environment.
− Low hike not more than 7%
More reviews on the company profile.
Interview experience · Data Analyst
2 rounds. 1st round technical power bi and sql like cumulative total. What data sources you used. few scenario based questions, remove duplicate in sql. Optimization of slow performing report
Average difficulty · India · 22,544 reports
More interview insightsJob description
Overview
JD for AI Lead : [10-12 years]
Responsibilities
- Lead the design and development of Agentic AI solutions, integrating LLMs, tools, and memory modules for autonomous decision-making systems.
- Architect and build scalable backend services and RESTful APIs using Python and Flask.
- Implement and optimize machine learning pipelines, LLM fine-tuning or prompt engineering strategies for various NLP tasks.
- Model packaging, inference optimization, metrics, guardrails.
- Design data models and manage relational and NoSQL databases like PostgreSQL and Cosmos DB.
- Ensure robust version control and collaboration using Git/GitHub, including branching strategies and code reviews.
- Integrate CI/CD pipelines for automated testing, deployment, and monitoring using GitHub Actions or similar tools.
- Collaborate with stakeholders to define technical requirements, ensure alignment with business goals.
- Ensure end-to-end delivery of scalable, maintainable AI systems.
- Provide technical leadership and mentorship to engineers and AI developers.
- Conduct code reviews, ensure adherence to best practices.
Qualifications
- Proven expertise in Agentic AI systems, LLMs, and OpenAI tools.
- Strong background in ML & NLP.
- Strong hands-on experience in Python.
- Excellent problem-solving and team leadership skills.
- Building inference services (transformers, sentence embeddings), RAG with vector stores (FAISS/PGVector), and simple fine-tuning or model evaluation.
- Proficient in managing code versioning, branching strategies, and deployment using Git. Experienced with tools like GitHub, GitLab, and Bitbucket for CI/CD pipelines and collaborative development.
- Hands-on experience working in Agile environments.
- Skilled in designing and executing automated test cases using tools like Selenium, pytest, Cypress.
- Proficient in RDMS(PostgreSQL/MySQL).
- Experience in cloud platforms (Azure/AWS)
- Working knowledge of frontend technologies like React.js / Angular
- Familiarity with containerization (Docker/Kubernetes).
- Bachelor's/Master's in Computer Science, Engineering, or equivalent experience.
- Portfolio/GitHub with production-grade full-stack and AI-integration examples is a plus.
- Strong communication and stakeholder management.
- Ability to lead cross-functional teams.
- Self-driven with a focus on innovation and delivery excellence.
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Job application FAQ
Last updated 30 October 2026
- How do I apply for AI lead at Tata Consultancy Services?
- Open this job on Feedback AI and sign up free (or sign in). You can apply from the job detail page; match scores and skill gaps appear when your profile is complete. Tata Consultancy Services may attach structured assessments to interview rounds after you apply.
- Does Feedback AI show a match score for this AI lead role?
- Yes after you add a resume or skills. Match score ranks this role against your profile — skills met, gaps, level, and location — so you prioritise applications where fit is strongest.
- Is AI lead remote or on-site in Kolkata, West Bengal?
- This listing is marked on_site with location Kolkata, West Bengal. Confirm details on the job description before applying.
- What skills matter for this AI lead role at Tata Consultancy Services?
- This is a lead AI lead role. Key skills include skills listed in the job description. Feedback AI highlights matched vs missing skills on your profile after signup.