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MLOps Engineer (GCP) – Jeddah, Saudi Arabia

Astek Middle East · Islamabad

جديد
Senior 🇬🇧 English
Google Cloud Platform (GCP) Vertex AI Docker Python Model versioning ML monitoring

وصف الوظيفة

About the role

We are seeking an experienced MLOps Engineer with deep expertise in Google Cloud Platform to design, deploy and operate production‑grade AI/ML solutions. Based in Jeddah, Saudi Arabia, you will build reliable, secure and automated end‑to‑end machine‑learning platforms that enable seamless collaboration between data scientists, AI engineers 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.
  • Create and automate CI/CD pipelines for ML workflows and model deployment.
  • Develop automated ML pipelines using Vertex AI Pipelines ensuring reproducibility across 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 and remediation of production ML services.
  • Ensure scalability, security, compliance and alignment with enterprise cloud architecture standards.
  • Collaborate closely with data scientists, AI engineers, data engineers, platform teams and business stakeholders.

Required profile

  • Minimum 5 years of experience in ML engineering, DevOps or MLOps.
  • At least 3 years of recent hands‑on experience with Google Cloud Platform.
  • Proven track record deploying and managing ML systems at scale.
  • Bachelor’s degree in Computer Science, AI, Data Science or a 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 pipeline automation
  • Docker and container orchestration concepts
  • Python programming for ML workflows
  • Model versioning and deployment automation
  • ML monitoring, observability and reliability practices

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Astek Middle East

Islamabad