Senior MLOps Engineer
Egypt - Remote
robusta
Robusta Studio is RTG’s digital agency. We build customer engagement tools and apps focused on digital transformations that help businesses grow.Octopus by RTG is on a mission of connecting top notch ogranizations around the globe with top notch talents. We are currently looking for a Senior MLOps Engineer
Responsibilities:
- Build and maintain MLOps pipelines for seamless development, deployment, and monitoring of ML models.
- Automate model training, evaluation, and deployment processes.
- Monitor model performance in real-time and implement solutions for drift detection.
- Design and manage cloud infrastructure to support ML model deployment and scalability.
- Optimize resource usage and cost-efficiency on cloud platforms (e.g., AWS, GCP, Azure).
- Automate CI/CD pipelines for both backend and frontend systems.
Requirements
- Strong experience with MLOps tools and platforms (e.g., MLflow, Kubeflow, SageMaker).
- Expertise in cloud platforms (AWS, GCP, Azure) and infrastructure-as-code tools (e.g., Terraform, CloudFormation).
- Proficiency in scripting and automation (e.g., Python, Bash, Ansible).
- Knowledge of container orchestration and deployment (e.g., Kubernetes, Docker).
- Familiarity with monitoring and logging tools (e.g., Prometheus, Grafana).
- Experience with version control and CI/CD practices.
- Strong understanding of ML model lifecycle and deployment challenges.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Ansible AWS Azure CI/CD CloudFormation Docker GCP Grafana Kubeflow Kubernetes Machine Learning MLFlow ML models MLOps Model deployment Model training Pipelines Python SageMaker Terraform
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