AI Reliability Engineer (AWS/GCP & GenAI)

UST • Information Technology • IT Consulting & Digital Transformation • Bachelor's Degree • Python • 6 hours ago
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Salary
≈ $13k – $35k per year (Estimated)
Location
In office (Thiruvananthapuram)
Seniority
Middle · 4+ years exp

Confirmed on the employer's own hiring board on Oct 22, 2026. First seen by Alion on Oct 21, 2026. UST scores B on the Alion truth index.

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UST

UST is a leading global digital technology and transformation services company that provides innovative solutions to enterprise clients worldwide. Headquartered in Aliso Viejo, California, the firm specializes in digital consulting, cloud infrastructure, product engineering, and cybersecurity. Founded in 1998, it partners with major organizations across diverse industries to accelerate technological modernization and build agile, scalable business models.
ust.com • HQ: Aliso Viejo, United States • Information Technology • IT Outsourcing & Dedicated Teams • IT Consulting & Digital Transformation • 5000+ employees • Est. 1998
Tech stack of UST

We are seeking an experienced AI 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 in AWS or GCP, Python, GenAI, and Terraform to build resilient, production-grade AI platforms.

  • Build, deploy, and operate reliable, scalable production platforms for AI/ML and Generative AI workloads.
  • Design and maintain cloud infrastructure using AWS or GCP and Infrastructure as Code practices with Terraform.
  • Develop and automate platform capabilities using Python 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.
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