MLOps Infastructure Engineer Contract - Harnham - Data & Analytics Recruitment : Job Details

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