Senior Machine Learning Engineer

Há 4 dias

Porto, Porto, Portugal Farfetch Group Tempo inteiro

Farfetch Group Overview

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FARFETCH exists for the love of fashion. Our mission is to be the global platform for luxury fashion, connecting creators, curators and consumers.

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We welcome differences, empower individuality and celebrate diverse skills and perspectives, creating an inclusive environment for everyone. We are FARFETCH for All.

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Tech at Farfetch

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We're on a mission to build the technology that powers the global platform for luxury fashion. We operate a modular end-to-end technology platform purpose-built to connect the luxury fashion ecosystem worldwide, addressing complex challenges and enjoying it.

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We're empowered to break traditions and revolutionise, with the freedom and autonomy to make a difference for our customers all over the world.

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The Role

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We are seeking a highly skilled and motivated Machine Learning Engineer to join our team in building an advanced personalization platform for online services, leveraging large-scale data and state-of-the-art Machine Learning techniques.

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You will work within a dynamic, interdisciplinary team comprising software engineers, data scientists, and other machine learning engineers, reporting directly to the engineering leadership.

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Your role will focus on implementing and optimising machine learning models for search, recommendations, and hyper-personalization, with a strong emphasis on information retrieval and recommendation systems.

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The platform serves millions of requests daily, powered by Python microservices and processes billions of data points to hyper-personalise the customer experience.

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Your Responsibilities

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  • Work with technical partners to implement the end-to-end architecture;">
  • Surface the team's output through the construction of ETLs, APIs and web interfaces;">
  • Design model serving solutions and develop machine learning-based applications, services, and APIs so as to productionize machine learning models;">
  • Partner with the Data Scientists and Software Engineers to provide an end-to-end solution for machine learning-based projects;">
  • Continuously optimise machine learning models and pipelines to improve performance and efficiency, and develop monitoring strategies to ensure reliability;">
  • Foster the technological evolution of services and improve their end-to-end quality attributes.">
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What You'll Need

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To be successful in this role, you will need:

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  • BSc, MSc, or PhD in relevant fields such as Computer Science, Machine Learning, Data Science, or related disciplines;">
  • Experience implementing end-to-end data products with Data Engineering and Machine Learning components - from the system design to construction, deployment, orchestration and monitoring;">
  • Experience writing production quality code in Python, including, for example, dependency management and testing frameworks;">
  • Familiarity with the engineering aspects of some of popular Machine Learning practices, libraries and platforms (e.g. MLflow, Databricks, Spark, MLlib, PyTorch, Numpy, Pandas, TensorFlow and Scikit-learn among others);">
  • Experience Continuous Integration & Continuous Deployment processes and platforms, software design patterns and APIs;">
  • Experience with Kubernetes;">
  • A person that enjoys staying on top of all the best practices and tools of modern software engineering, while being an advocate of code quality and continuous improvement.">
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Compensation

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We offer a competitive salary of €80,000 per year, depending on experience.

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Location

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This role is based in Porto, Portugal, a vibrant second city known for its history and creative yet cosy environment.

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Benefits

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We offer a range of benefits, including:

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  • A generous pension scheme;">
  • A flexible working hours policy;">
  • A comprehensive health insurance plan;">
  • A meal allowance;">
  • A annual bonus.">

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