19 сен

machine learning engineer in motor insurance

выше рынка на 114,7%
вакансия 655 835 ₽
в среднем 305 503 ₽
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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.

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Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайтесь: это мошенничество.