T
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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