Example listing with a fictional company — for demonstration only, not a live vacancy.

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MLOps

MLOps Engineer

Vertex Cloud Technologies

SingaporeHybridMid-levelFull-time$120k–150k
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Your Match

This is what a signed-in ITtoAI member sees here, based on their verified skill profile. Sign in and complete your AI Readiness Assessment to see your own match.

MATCH SCORE FOR THIS ROLE

Based on verified skills against MLOps Engineer's required capabilities. A higher score reflects closer skill alignment — it does not guarantee an interview or offer.

Matched Skills

Cloud

Skill Gaps

DockerML PipelinesModel Monitoring

RECOMMENDED PREPARATION

Focus on Model deployment, monitoring and infrastructure design, then build practical evidence with a project like Production AI API. Revisit the relevant section of the AI Readiness Assessment to track progress.

Illustrative example. Match scores reflect assessed skill alignment — they do not guarantee an interview, offer or hiring outcome.

Job details

Overview

Vertex Cloud Technologies needs an MLOps Engineer to build the infrastructure that keeps AI systems reliable in production — from deployment pipelines to real-time model monitoring.

Responsibilities

  • Build and maintain CI/CD pipelines for machine learning and AI models.
  • Implement monitoring and alerting for model performance and drift.
  • Containerise and deploy AI services across cloud infrastructure.
  • Work with data science and engineering teams to productionise models safely.
  • Establish rollback and incident response procedures for AI systems.

Required Skills

DockerCloudML PipelinesModel Monitoring

Preferred Skills

KubernetesAI EvaluationInfrastructure as Code

AI Technology Stack

DockerKubernetesCloudModel Monitoring ToolsCI/CD Pipelines

Interview Process

What to expect

Application Review

Initial review of your profile, projects and assessed skills.

Technical Screen

A conversation covering deployment pipelines and infrastructure design.

Practical Exercise

Diagnose and resolve a model-monitoring scenario in a sandbox environment.

Team Interview

Meet the platform team and discuss incident-response experience.

Ready to take the next step?

Applying connects you with the ITtoAI team — your verified profile and assessed skills go with you.

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This is an example listing. Match scores and outcomes are illustrative and do not guarantee employment or hiring.