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