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MLOps Engineer (GCP) – Jeddah, Saudi Arabia

Astek Middle East · Le Caire

جديد
Senior 🇬🇧 English
Google Cloud Platform (GCP) Vertex AI Vertex AI Pipelines Vertex AI Endpoints Model Registry Monitoring CI/CD Docker Python ML monitoring Observability Model versioning

وصف الوظيفة

About the role

We are seeking an experienced MLOps Engineer with deep expertise in Google Cloud Platform to design, operationalize, and scale production‑grade AI/ML solutions. Based onsite in Jeddah, you will build reliable, secure, and automated end‑to‑end machine‑learning platforms that enable seamless collaboration across data science, AI engineering, and operations teams.

Key responsibilities

  • Design and implement scalable MLOps architectures using GCP‑native services.
  • Build standardized frameworks for model training, deployment, monitoring, retraining, and governance.
  • Deploy and manage ML models with Vertex AI Endpoints for online and batch inference.
  • Implement model versioning, rollout/rollback strategies, and traffic‑splitting for production deployments.
  • Create and automate CI/CD pipelines for ML workflows and model deployment.
  • Develop reproducible ML pipelines using Vertex AI Pipelines across dev, test, and prod environments.
  • Integrate source control, testing frameworks, and artifact repositories into ML workflows.
  • Monitor model performance, drift, data quality, and system reliability; set up observability, logging, and alerting.
  • Define retraining triggers and support incident analysis for production ML services.
  • Ensure scalability, security, compliance, and alignment with enterprise cloud architecture standards.

Required profile

  • 5+ years of experience in ML Engineering, DevOps, MLOps, or related roles.
  • Minimum 3+ years of recent hands‑on experience with Google Cloud Platform.
  • Strong production experience deploying and managing ML systems at scale.
  • Bachelor’s degree in Computer Science, AI, Data Science, or related field.
  • GCP certifications (e.g., Professional Cloud DevOps Engineer) are a strong plus.

Required skills

  • Google Cloud Platform (GCP)
  • Vertex AI (Pipelines, Endpoints, Model Registry, Monitoring)
  • CI/CD practices and infrastructure automation
  • Docker and containerization concepts
  • Python programming for ML workflows and automation
  • ML monitoring, observability, reliability, and scalability
  • Model versioning and deployment automation
  • Source control (Git), testing frameworks, artifact repositories

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Astek Middle East

Le Caire