Описание: Prima uses data and technology to rethink motor insurance and provide drivers with a strong experience at an attractive price. Founded in Italy, it has become the leading online motor insurance provider there and is expanding across the UK and Spain.
Задачи:
•Define model development methodologies and best practices across the full lifecycle, including a central role in selecting the technology stack
•Support the productionalization and evolution of Prima's machine-learning-powered Oracles that guide microservice behavior
•Develop essential packages, microservices, pipelines, and other tools for the team
•Learn, read, and experiment to stay current with emerging technology
Требования:
•Have a strong programming background with advanced Python skills
•Understand the machine learning model development lifecycle, including taking models to production
•Apply software development practices such as TDD and BDD
•Have extensive software architecture experience and understand common design patterns
•Have a focus on Machine Learning, Microservices, and DDD
•Have an exceptional command of English
Nice to have:
•Experience with version control for data and artefacts such as DeltaLake, DVC, or MLFlow
•Designing and operating cloud-based systems, preferably AWS or Databricks
•Messaging platforms
•Infrastructure as code such as Terraform, CloudFormation, or Pulumi
•K8s and service mesh concepts
•Data orchestration tools
Условия:
•Work from home, the office, or a mix of both
•Work from anywhere for up to 30 days a year
•Access to learning resources, mentorship, and a tailored growth plan
•Private healthcare, gym discounts, wellbeing programs, and mental health support
