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Crescens Inc Logo
AI/ML Engineer (AIOps)

Crescens Inc

 

Bangalore, Karnataka, India

Posted On: 15+ days ago
Experience: 5+ years
Availability: Onsite
Openings: 1
Category: AI/ML Engineer
Tenure: No Preference/Any
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Description

You will build and support AIOps solutions to automate IT operations monitoring, alerting, incident management, and problem resolution.

This role is on-site.

Responsibilities

  • Design end-to-end automation pipelines connecting telemetry, event data, and ITSM workflows.
  • Build intelligent agent concepts to analyze logs, correlate alerts, predict incidents, and trigger remediation.
  • Define data ingestion and processing pipelines for metrics, traces, and logs from cloud systems.
  • Guide teams on implementing self-healing mechanisms and AI-driven decision engines.
  • Review operating model areas for enterprise cloud service improvements.

Required Skills

  • 5+ years of professional experience in software engineering or data roles.
  • Strong background in AIOps implementation and design.
  • Proficiency in AI/ML modeling and application development.
  • Experience designing data pipelines for metrics, traces, and logs.
  • Ability to develop automated remediation workflows.
  • Hands-on experience with ServiceNow.
  • Hands-on experience with Jira Service Management.

Education

Any Graduate

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