MLOps Engineer
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Role Overview
Discovered MENA seeks an MLOps Engineer to design and develop an enterprise-grade ML platform. The role involves designing and automating end-to-end ML pipelines, configuring model serving infrastructure, and implementing production monitoring and logging systems.
Key Skills for This Role
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Overview
Discovered MENA seeks an MLOps Engineer to design and develop an enterprise-grade ML platform. The role involves designing and automating end-to-end ML pipelines, configuring model serving infrastructure, and implementing production monitoring and logging systems.
Responsibilities
- Design and automate end-to-end ML pipelines for continuous integration, continuous delivery, and continuous training (CI/CD/CT)
- Configure model serving infrastructure supporting both ultra-low latency real-time APIs (e.g., FastAPI, gRPC) and large-scale batch inference
- Implement production monitoring and logging systems to track model performance, runtime latencies, data drift, and concept decay
- Manage model registries and metadata using tools like MLflow or Kubeflow to ensure auditable lineage, reproducible versioning, and artifact tracking
- Orchestrate and scale containerized applications using Docker and production-grade Kubernetes or managed cloud services (EKS, AKS)
- Partner with security and data governance teams to enforce pipeline encryption, network isolation, secure IAM policies, and strict compliance standards
Requirements
- 3-7 years of hands-on experience building and operating high-availability ML pipelines, automation scripts, and foundational platform infrastructure
- Strong programming proficiency in Python, Go, or Java
- Deep familiarity with tools such as MLflow, Kubeflow, Argo Workflows, Feast, or managed platform equivalents (SageMaker, Azure ML)
- Hands-on experience with Docker, Kubernetes, Infrastructure-as-Code (Terraform, CloudFormation), and cloud security (VPC isolation, private endpoints, RBAC, encryption)
- Bachelor’s degree in Computer Science, Engineering, or a related field
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