Machine Learning Infrastructure Engineer

3 weeks ago

London, Greater London, United Kingdom Pandora Full time

Machine Learning Infrastructure Engineer

We are seeking a skilled Machine Learning Infrastructure Engineer to join our team at Pandora. As an MLOps Engineer, you will play a crucial role in designing, developing, and maintaining the infrastructure and platform essential for scaling our machine learning systems efficiently from experimentation to production.

Responsibilities:

  • Design, implement and maintain the ML platform and infrastructure required for ML systems to scale
  • Facilitate an efficient ML route to live from experiment to production
  • Develop and deploy scalable tools and services to handle machine learning training and inference
  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of ML systems
  • Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
  • Support model development, with an emphasis on auditability, versioning, and data security
  • Communicate with product team and data scientists and machine learning engineers to build requirements and track progress

Qualifications:

  • Experience building end-to-end systems as a Platform Engineer, DevOps Engineer
  • Strong software engineering skills in complex, multi-language systems
  • Fluency in Python
  • Experience working with Infrastructure as Code, e.g. Terraform
  • Experience working with cloud computing and database systems, such as Databricks
  • Experience building custom integrations between cloud-based systems using APIs
  • Experience developing with containerisation (e.g Docker) and orchestration Kubernetes in cloud computing environments
  • Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.)
  • Ability to translate business needs to technical requirements
  • Strong understanding of software testing, benchmarking, and continuous integration
  • Exposure to machine learning methodology and best practices

About Pandora

Pandora is a leading jewelry company that designs, manufactures, and markets hand-finished jewelry made from high-quality materials at affordable prices. We are committed to creating an inclusive and diverse workplace and reflecting societal diversity in our customer engagement.

What can we offer you?

You will be joining the team at our brand-new London Digital Hub, which is located in the heart of the city. We offer a competitive rewards package that is second to none, including a highly competitive salary, generous bonus scheme, private healthcare, and more.

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