Jobs / Allianz
Lead Data Engineer (MLOps)
Allianz · London, ENG, United Kingdom
London, ENG, United KingdomExp: 5+ yrs80,000-80,000 GBPHybrid
Remuneration
80,000-80,000 GBP
Location
London, ENG, United Kingdom
Visa sponsorship
Not specified
Job summary
Allianz UK Personal is seeking a Lead Data Engineer (MLOps) to enhance their MLOps capability. The role involves defining technical direction, improving engineering practices, and mentoring Data Engineers while delivering cloud-based Data Science products.
Qualifications
- 5+ years in Data/ML/Platform Engineering with MLOps expertise
- confident in Python and SQL programming
- experience with Kubernetes and Docker
- hands-on experience with cloud services for ML products
- able to design solutions for complex problems
- understanding of software development life cycle and methodologies
- comfortable with ambiguity and challenging status quo
- able to build relationships with stakeholders
- able to explain complex subjects to non-technical stakeholders
- familiar with data protection and relevant legislation
Responsibilities
- Define and drive MLOps standards across CI/CD, containerisation, monitoring, alerting, testing and deployment
- Write high quality, well-tested Python code for production pipelines and services
- Lead delivery and improvement of Data Science products supporting MLOps processes
- Implement best practices for Data Science products
- Mentor and develop Data Engineers
- Collaborate with business and technology teams
- Design and enhance scalable processes and workflows
- Champion Data Science and MLOps best practices
- Maintain data governance standards
- Identify opportunities for improvement and drive change
Skills
AWSAzureAzure DevOpsDatabricksdbtDockerGCPGitHubKubernetesPythonTerraform
Relocation
No