Senior ML Ops Engineer
Allianz SE5 hours ago
London, United KingdomSenior
Responsibilities
- Design, build, and operate production data and machine-learning services and real-time API endpoints.
- Build, deploy, and orchestrate Docker containers while optimizing performance and resource utilization.
- Design and maintain cloud infrastructure and research-and-development solutions using Terraform and infrastructure-as-code practices.
- Monitor model performance and infrastructure health to ensure reliable, scalable, and secure ML systems.
- Develop CI/CD workflows using Azure DevOps Pipelines, GitHub Actions, and dbt.
- Write tested Python for production-grade data pipelines and services.
- Deliver data extracts, transformations, and features for modeling and analytics.
- Collaborate with stakeholders and technical and non-technical teams to shape solutions and communicate technical decisions.
Requirements
- Hands-on experience deploying, monitoring, and maintaining production services.
- Experience with Docker and Kubernetes or similar service-orchestration technologies.
- Experience managing real-time endpoints or APIs and automating deployments into production environments.
- Experience building or supporting cloud infrastructure for data or predictive services, preferably with Azure or another public cloud platform.
- Experience with Terraform and scalable, secure infrastructure patterns is highly desirable.
- Experience with Azure DevOps or GitHub Actions and automated testing, packaging, and deployment processes.
- Proficiency in SQL; familiarity with PySpark is beneficial.
- Experience with dbt and Microsoft Fabric is relevant to the DataOps work.
Benefits
- Hybrid working with the option to work from the London, Bristol, or Bournemouth offices.
- Office attendance is required two days per month.
- Salary is approximately £60,000 per annum, dependent on experience, skills, and location.
Categories
About Allianz SE
Allianz SE is a Munich-based public company that provides property-casualty, life and health insurance, and asset management to individuals and businesses worldwide. It earns premiums and investment-management fees, operating through brands such as Allianz Commercial and asset managers including PIMCO and Allianz Global Investors. Founded in 1890 and listed on the Frankfurt Stock Exchange, it serves over 100 million customers in about 70 countries.