MLOps Engineer (GCP) – Jeddah, Saudi Arabia
Astek Middle East · Le Caire
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
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