Pathway is hiring a Machine Learning DevOps - Cloud and Compute Cluster - R&D Support

Requirements

• experience in cloud and compute cluster management
• scaling infrastructures
• Linux administration
• managing and automating the processes
• scaling the infrastructure to growing team and production needs
• Optimize infrastructure for ML training and inference (e.g., GPUs, distributed compute)
• Automate and maintain ML/LLM pipelines (data ingestion, training, validation, deployment)
• Manage model versioning, reproducibility, and traceability
• Work with terabyte-large datasets
• Implement ML-centric CI/CD practices
• Monitor model performance and data drift in production
• Collaborate with machine learning engineers, software engineers, and platform teams