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U

AI Reliability Engineer (AWS/GCP & GenAI)

UST
  • 🇮🇳 India
  • On-site
  • Mid level
  • 2 days ago
  • AI
  • AI/ML
  • Machine Learning
  • AWS
  • GCP
  • Python
  • Terraform
  • IaC
  • Disaster Recovery
  • CI/CD
  • Incident Management
  • Devops
  • MLOps
2 days ago
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We are seeking an experiencedAI Reliability Engineer to design, operate, monitor, and enhance highly reliable AI/ML and Generative AI systems in production. This role focuses on ensuring the availability, performance, scalability, observability, security, and quality of AI-powered applications and services. The ideal candidate combines strong cloud engineering expertise with hands-on experience inAWS or GCP, Python, GenAI, and Terraform to build resilient, production-grade AI platforms. Key Responsibilities
  • Build, deploy, and operate reliable, scalable production platforms for AI/ML and Generative AI workloads.
  • Design and maintain cloud infrastructure usingAWS or GCP and Infrastructure as Code practices withTerraform.
  • Develop and automate platform capabilities usingPython to improve operational efficiency and reliability.
  • Monitor and optimize AI applications for availability, latency, throughput, scalability, and overall system health.
  • Implement observability solutions including metrics, logs, dashboards, ing, and distributed tracing.
  • Establish and track service reliability indicators, objectives, and operational metrics for AI services.
  • Develop automated processes for incident detection, response, recovery, root cause analysis, and prevention.
  • Implement resilience strategies including retries, rate limiting, caching, failover mechanisms, and disaster recovery approaches.
  • Build and maintain CI/CD pipelines to support reliable deployment of AI applications and cloud infrastructure.
  • Optimize cloud environments for performance, reliability, and cost efficiency.
  • Collaborate with AI engineers, developers, platform teams, and security teams to improve production readiness.
  • Participate in production support, incident management, post-incident reviews, and continuous reliability improvements.
  • Create and maintain operational runbooks, monitoring standards, dashboards, and production-readiness processes.
Required Skills

Proficient

  • AWS OR GCP
  • Python
  • GenAI
  • Terraform
Qualifications
  • Bachelor's degree in Computer Science, Engineering, Information Technology, or a related discipline, or equivalent practical experience.
  • 4-8 years of experience in software engineering, cloud engineering, DevOps, Site Reliability Engineering (SRE), MLOps, or AI/ML engineering.
  • Experience operating production-grade cloud-based or AI/ML systems.
  • Strong analytical, troubleshooting, communication, and problem-solving skills.

AI Reliability Engineer (AWS/GCP & GenAI) · UST

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