MLOps Infastructure Engineer

4 weeks ago


London UK, UK, United Kingdom Harnham Full time

We're partnered with an innovative client seeking an experienced MLops Engineer who has supported Data Science platforms for scalability.

THE ROLE

- You will run discovery sessions with the data science team to understand their end-to-end development process and identify needs

- Design and implement solutions to aid the data science teams with:

- Simplified and reliable deployment through CI/CD pipelines

- Monitoring and alerting for ML model endpoints and underlying infrastructure

- Monitoring and alerting for ML model drift

- Enabling high availability of ML models

- Review and propose best practices for development processes

YOUR EXPERIENCE

- Experience with CI/CD pipelines using Github Actions

- General AWS experience including networking and IAM

- Experience setting up the following AWS products: API Gateway, SageMaker Endpoints, SageMaker Notebooks and Studio, and CloudWatch

- Terraform

- Docker containers

- Python

- Shell script


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