For our key client, we are looking for an ML Ops Engineer to join one of the most strategic projects within the company.
Your role:
- Collaborate with data scientists and engineers to ensure ML models can be integrated seamlessly into the production environment
- Design and implement infrastructure and tooling for deploying and scaling machine learning models in production for Data Science teams – with the final goal of making deployment and OPs as easy as possible for the user
- Develop and maintain automated testing and deployment pipelines to streamline the release process
- Provide guidance and support to Data Science departments on infrastructure and deployment processes
- Establish and enforce best practices and standard operating procedures for infrastructure and deployment processes across the organization
- Conceptualize and implement monitoring of production systems to identify and resolve issues in a timely manner
- Implement and maintain system and application-level security practices
- Continuous quality control and further development of Data Science solutions
- Automate infrastructure provisioning and management using tools such as Terraform and Ansible
- Implement and maintain CI/CD pipeline templates for ML models using tools such as Jenkins
- Develop and maintain documentation and standard operating procedures for infrastructure and deployment processes of Machine Learning applications across the organization
- Be the main driver of Machine Learning Automation within the company
Requirements:
- minimum of 5 years of experience with DevOps and Data Engineering/Science/Machine Learning.
- Nice to have: experience with cloud technologies
- Strong troubleshooting and problem-solving skills
- Very good English skills, both written and spoken
Offer:
- Stable employment and opportunity to work in a company with family traditions focused on employee growth that values personal well-being and work-life balance
- Private medical care, sport package, dental care, and other social benefits.
- Access to technical training