Machine Learning Engineer

Key Skills

Java Programming, Python Programming, C++, C Programming, SQL, Cloud computing, Scala Programming, Machine learning techniques, Data science techniques, MATLAB Programming, PyTorch, TensorFlow, R Programming

Job Description

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

We're a positive platform for good, bringing together an incredible creative community made up by our people, our partners and our customers. This community is at the heart of our business success. We welcome differences, empower individuality and celebrate diverse skills and perspectives, creating an inclusive environment for everyone. We are FARFETCH for All.

TECHNOLOGY

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

PORTO

Our Porto office is located in Portugal's vibrant second city, known for its history and its creative yet cosy environment. From Account Management to Technology and Product, whatever your skills are, you'll find your fit here. You can have an informal meeting in the treehouse or play the piano in your lunch break!

THE ROLE

We are looking for a Software Engineer to Develop MACHINE LEARNING-BASED SOLUTIONS in our next-generation intelligent platform for online luxury fashion. You will work in a very friendly environment and be part of a well-motivated, multicultural and growing team, building and optimizing our data-driven products, through research and experimentation in a big data context .If you love to learn and expand your competencies in a data-driven philosophy, if you are willing to share knowledge and would love to be part of the building process to reach the top, using the latest technology stack and having fun doing it, this is an opportunity you can't miss.

WHAT YOU'LL DO

• 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 to provide an end-to-end solution for machine learning-based projects;
• Foster the technological evolution of services and improve their end-to-end quality attributes;

WHO YOU ARE

• 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 3, 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, Kubeflow, Feast, 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;
• A person that enjoys staying on top of all the best practices and tools of modern software engineering, while being a advocate of code quality and continuous improvement.

REWARDS & BENEFITS

• Health insurance for the whole family, flexible working environment and well-being support and tools
• Extra days off, sabbatical program and days for you to give back for the community
• Training opportunities and free access to Udemy
• Flexible benefits program
• FARFETCH Equity plan