Machine Learning Operations Specialist
As a key member of our Data Science team, you will be responsible for maintaining and improving the continuous integration and continuous deployment (CI/CD) framework. This will involve managing automation pipelines in Terraform, deploying code and models to Data Science teams in Databricks and Kubernetes, and supporting data scientists on best practices for machine learning operations.
The ideal candidate will have at least 3 years of experience in hands-on machine learning operations positions and possess expertise in Azure Databricks for ML workflows. They should also be proficient in Azure DevOps and Azure Pipelines for CI/CD management, as well as have strong knowledge of Docker, Kubernetes, and Terraform for infrastructure automation and orchestration.
Additional requirements include extensive experience in automating machine learning workflows and model deployment, as well as strong communication and collaboration abilities. Our team offers a remote working model, health insurance, feedback and coffee system, training academy, events, and teambuildings. Our organizational culture values transparency, team spirit, regular feedback, and continuous learning.
Key Requirements:
* At least 3 years of experience in hands-on machine learning operations positions;
* Expertise in Azure Databricks for ML workflows;
* Proficiency in Azure DevOps and Azure Pipelines for CI/CD management;
* Strong knowledge of Docker, Kubernetes, and Terraform for infrastructure automation and orchestration;
* Extensive experience in automating machine learning workflows and model deployment;
* Strong communication and collaboration abilities.