AI Operations Engineer

cisco

Pune 7 years experience Posted 1d ago

Job Description

  • Build and evolve AI-powered operational tools and agentic platform capabilities for specific domains, automating and optimizing SRE operations.
  • Develop agentic workflows that apply AI and machine learning to risk and incident management, anomaly detection, root cause analysis, and problem-solving.
  • Design custom monitoring solutions for AI workloads and deployment architectures, integrating with existing monitoring frameworks and APIs.
  • Combine monitoring signals with machine learning and statistical analysis to detect anomalies, identify threats, and surface infrastructure problems in real time.
  • Implement automated testing, integration, and deployment for AI models and applications; use model versioning and pipeline orchestration to improve reliability.
  • Partner with data scientists, software engineers, and infrastructure and operations teams to integrate solutions into existing systems and ensure reliability, scalability, and performance.
  • Conceptualize, develop, deploy, and continually refine machine learning models and AI agents for operational use cases.
  • Automate routine work, measure and report on KPI gains, incident reduction, and system performance, and continuously improve AI Ops tools and processes.

Minimum Qualifications

  • Bachelor’s degree and 7+ years of related experience, or a master’s degree and 4+ years of related experience, or a PhD and 1+ year of related experience.
  • Strong software engineering experience building and delivering operational software tools or platform capabilities.

Preferred Qualifications

  • Working experience building operational tooling.
  • Working experience developing monitoring solutions tailored to anomaly detection.
  • Working experience with AI models and AI coding tools.
    • Working experience building AI agents or agentic systems.