L2 AI/ML Platform Support Engineer (24x7)

Tata Consultancy Services

Jakarta Pusat

On-site

IDR 350,000,000 - 550,000,000

Full time

2 days ago
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Job summary

Tata Consultancy Services (TCS) is seeking an experienced Application/Platform Support professional to monitor AI/ML models, manage inference endpoints, and ensure reliable production services from Jakarta. You will analyze logs, resolve incidents, and coordinate with engineering teams to maintain SLA compliance in a 24x7 environment.

The role requires strong Python skills and hands-on experience with AI platforms, MLOps, and cloud observability tools.

Qualifications

  • 5–7 years of experience in Application/Platform Support, Cloud Operations, AI/ML Operations, or SRE.
  • Bachelor's Degree in Computer Science, IT, Engineering, Data Science, or related field.
  • Experience supporting enterprise-scale production environments with strict SLA requirements.
  • Ability to work independently and collaborate with global teams.

Responsibilities

  • Monitor and support AI/ML models, inference endpoints, and RAG pipelines in production environments.
  • Investigate and resolve model, application, and platform incidents, including latency issues and failures.
  • Analyze logs, metrics, traces, and quality signals to identify root causes and restore services.
  • Validate data sources, embeddings, and dependencies impacting AI performance.
  • Support controlled deployments, release management, rollback activities, and post-release validation.
  • Coordinate major incidents and collaborate with engineering teams for resolution.
  • Escalate defects to relevant development teams and ensure SLA/compliance.
  • Maintain system documentation, incident reports, and knowledge articles.
  • Participate in on-call rotations and contribute to service improvement.

Skills

Python
AI/ML platforms
MLOps
Troubleshooting
Cloud monitoring
Incident/Change management
24x7 production support

Education

Bachelor's degree in Computer Science / IT / Engineering / Data Science

Tools

Kubernetes
Docker
Grafana
Prometheus
Datadog
CloudWatch
Azure Monitor

Job description

Tata Consultancy Services (TCS) is seeking an experienced Application/Platform Support professional to monitor AI/ML models, manage inference endpoints, and ensure reliable production services from Jakarta. You will analyze logs, resolve incidents, and coordinate with engineering teams to maintain SLA compliance in a 24x7 environment.

The role requires strong Python skills and hands-on experience with AI platforms, MLOps, and cloud observability tools.

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