Description
The Role
We are currently seeking a Senior Cloud Infrastructure Engineer with experience in MLOPs to design, implement, and maintain suitable infrastructure and best deployment practices of ML Pipelines and models. You will bring Machine Learning, AI infrastructure, and automation expertise with the knowledge of AWS cloud infrastructure and DevOps practices.
The Role
We are currently seeking a Senior Cloud Infrastructure Engineer with experience in MLOPs to design, implement, and maintain suitable infrastructure and best deployment practices of ML Pipelines and models. You will bring Machine Learning, AI infrastructure, and automation expertise with the knowledge of AWS cloud infrastructure and DevOps practices.
What You'll Do
Design, build, and maintain scalable and robust infrastructure for AI/ML (Artificial Intelligence / Machine Learning) systems, including cloud-based environments, containerization, and orchestration platformsDevelop and implement CI/CD pipelines to automate the deployment, testing, and monitoring of AI/ML models and applicationsEvaluate and integrate new tools, technologies, and frameworks to improve the efficiency and effectiveness of our MLOps processesDesign and manage Continuous deployment using Kubernetes, ArgoCD, and JenkinsMaintain related container registry and model registry.Monitor infrastructure utilization and costs pertaining to model training, inference, and GPU utilizationMonitor and troubleshoot AI/ML systems to ensure high availability, performance, and reliability
What You'll Need
4+ years of experience as a DevOps Engineer1 year of previous experience managing AI/ML infrastructure in public cloud environmentsIn-depth hands-on experience with at least one public cloud platform, preferably AWSExperience with Python or any other programming languageExperience with Docker and Kubernetes in productionExperience with Continuous Deployment tools such as Jenkins or ArgoCDExperience with Logging and Monitoring tools for SaaS such as Sumo, Splunk, Datadog, etcProficiency in English
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