Tata Consultancy Services
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Chennai · On-site · 4-7 Yrs · 4 days ago
Software Development · 10000+ Employees · Mumbai, India
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
Role & responsibilities Troubleshoot and resolve AI/ML model, pipeline, and inference issues on GCP Vertex AI.
Responsibilities
- Design, deploy, and optimize Generative AI solutions including LLMs, RAG, Conversational AI, and Agent systems.
- Build and manage ML Ops pipelines using Vertex AI, Kubeflow, and MLflow.
- Build and manage ML Ops pipelines using Vertex AI, Kubeflow, and ML flow. workflows.
- Develop and troubleshoot RESTful APIs and gRPC-based AI services.
- Create technical documentation, reference architectures, and best practice guides.
- Provide technical consulting, onboarding, and architectural guidance to enterprise customers.
- Collaborate with engineering and product teams to improve AI/ML platform capabilities.
- Support 24x7 production operations through rotational shifts.
Qualifications
- Robust understanding of GPU/TPU infrastructure, model deployment, monitoring, and optimization.
- Excellent troubleshooting, debugging, and root cause analysis skills.
- Robust communication and stakeholder management abilities with customer-facing experience.
- GCP certifications and experience in cloud-based AI/ML solutions preferred.
- Willingness to work in a 24x7 rotational support environment.
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Job application FAQ
Last updated 17 September 2026
- How do I apply for Principal Generative Ai & Ml Ops Engineer Sme Chennai (India) 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.
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- Is Principal Generative Ai & Ml Ops Engineer Sme Chennai (India) remote or on-site in Chennai, Tamil Nadu?
- This listing is marked on_site with location Chennai, Tamil Nadu. Confirm details on the job description before applying.
- What skills matter for this Principal Generative Ai & Ml Ops Engineer Sme Chennai (India) role at Tata Consultancy Services?
- This is a principal Principal Generative Ai & Ml Ops Engineer Sme Chennai (India) role. Key skills include skills listed in the job description. Feedback AI highlights matched vs missing skills on your profile after signup.