Tech Stack

Description

You will design, build, deploy, monitor, and optimize production-ready ML services in regulated healthcare. Work hands-on to package, test, orchestrate, deploy, and maintain ML models, improve workflows, and implement CI/CD and automated testing to ensure reliability and performance.

Requirements

• Experience designing and deploying production-ready ML services
• Expertise in packaging, orchestrating, and maintaining ML models
• Proficiency in CI/CD and automated testing for ML systems
• Experience working in regulated environments (healthcare preferred)
• Collaboration skills with AI scientists and cross-functional teams

Responsibilities

• Collaborate with AI scientists to package and deploy ML models ensuring reproducibility and compliance
• Build and maintain model serving infrastructure including monitoring, drift detection, and automated retraining
• Implement unit, integration, and system-level testing for ML models covering data validation and deployment
• Develop and operate end-to-end ML pipelines from ingestion to preprocessing to deployment
• Implement CI/CD and automated testing for reliability and faster delivery