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AI/ML Support Engineer | GCP | Vertex AI | Python | ML Ops (Tech suppo

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Onsite

AI/ML Support Engineer | GCP | Vertex AI | Python | ML Ops (Tech suppo

Tata Consultancy Services

AI/ML Support Engineer | GCP | Vertex AI | Python | ML Ops (Tech suppo

Skills

Google Cloud PlatformSQL QueriesDockerPythonPyTorchTensorFlowMachine LearningAIKubernetes

1 month ago

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Important information


Contract type:

Permanent

Location:

Chennai, Tamil Nadu, India

Work mode:

Onsite

Published on:

15 September 2026

What they need


Role & responsibilities

  • Troubleshoot AI/ML model, pipeline, and production issues.
  • Support Vertex AI, GCP, APIs, and ML application integrations.
  • Monitor model performance, data quality, and model drift.
  • Analyze logs, identify root causes, and resolve technical incidents.
  • Assist customers with environment setup, deployment, and configuration.
  • Debug inference failures, API errors, and pipeline execution issues.
  • Document known issues, best practices, and technical solutions.
  • Collaborate with Engineering and DevOps teams for bug resolution.
  • Manage SLA adherence and provide high-quality technical support.
  • Communicate complex AI/ML concepts effectively to customers and stakeholders.
  • Support 24x7 operations through rotational shifts.
  • Gather customer feedback and drive continuous product improvement.

Preferred candidate profile

  • 6-8 years of experience in AI/ML Support, Technical Support, Cloud Support, or MLOps environments.
  • Strong hands-on experience with Python, SQL, Machine Learning, and AI/ML concepts.
  • Experience working with GCP services including Vertex AI, Compute Engine, Storage, and IAM.
  • Good understanding of MLOps, model deployment, monitoring, and troubleshooting.
  • Exposure to TensorFlow, PyTorch, Docker, Kubernetes, GPU/TPU environments, and REST APIs.
  • Ability to analyze logs, perform root cause analysis, and resolve complex technical issues.
  • Experience supporting AI/ML applications, Conversational AI, or Generative AI solutions.
  • Strong customer-facing communication and stakeholder management skills.
  • Ability to work in a fast-paced 24x7 support environment with rotational shifts.
  • Cloud certifications in GCP will be an added advantage.
  • Bachelor's or Master's degree in Computer Science, Information Technology, or a related field preferred.

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