Azure Consultant
- Hiring Organisation
- Vallum Associates Limited
- Location
- Wokingham, Berkshire, South East, United Kingdom
- Employment Type
- Contract
Follow deployment strategies in place to ensure safe and controlled rollouts. Design and manage the infrastructure required for hosting ML models, including Azure cloud resources. Utilize containerization technologies like Docker to package models and dependencies. Establish Azure monitoring … solutions to track the performance and health of deployed models. Set up logging mechanisms to capture relevant information for debugging and auditing purposes. Continuously monitor and maintain models in production, ensuring optimal performance, accuracy and reliability. Optimize ML infrastructure for scalability and cost-effectiveness. Implement auto-scaling mechanisms ...