Senior Data Scientist

PT Porto

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Farfetch
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Posted 1 week ago

Farfetch exists for the love of fashion. We believe in empowering individuality. Our mission is to be the global technology platform for luxury fashion, connecting creators, curators and consumers.
MarketingWe’re a diverse team of Marketing professionals, spanning artistic and scientific expertise. We’re driven to amaze our global community of customers through our data-driven approach, revolutionary spirit, test and learn culture and collaborative style. All for the love of fashion.
PortoOur Porto office is located in Portugal's vibrant second city, known for its history and its creative yet cosy environment. We welcome new ideas and a large number of our people. 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 Senior Data Scientist to join Farfetch in building the next-generation intelligent platform for online luxury fashion, powered by large-scale data and state of the art Machine Learning, Deep Learning, Information Retrieval and Natural Language Processing algorithms. You will join a talented team of Data Scientists and Engineers working on the ranking ecosystem which serves, daily, millions of optimized listing pages to customers everywhere in the world. You will help idealize, plan and deliver intelligent algorithms, at scale, while working closely with product, business and tech to meet ambitious goals.

What you'll do:

  • Design and develop state of the art algorithms in Information Retrieval;
  • Conduct practical research with a scientific mindset, and a focus on delivery;
  • Work closely with the engineering team to integrate ML algorithms into the platform;
  • Drive the design of new features in the product and inside the company through the use of disruptive technologies;
  • Scientific and technical publications are possible and encouraged.

Who you are:

  • MSc or PhD in areas of knowledge such as Machine Learning, Natural Language Processing or Optimization;
  • A professional with a minimum of 4 years’ experience in a Data Science related role, preferably working within a Retail and E-commerce environment;
  • A professional with good understanding of Information Retrieval, Learning to Rank (e.g., RankNet, ListNet, lambdaMART), algorithm performance metrics (e.g., NDCG);
  • Fluent in Python, common numerical and Math & ML packages (NumPy, SciPy, scikit-learn, pandas, Keras, TensorFlow, PyTorch);
  • Experienced in dealing with large amounts of data and building data pipelines;
  • Non-relational databases (e.g., Cassandra, Big Query) and streaming platforms know-how (e.g., Kafka) is a plus;
  • A professional with strong English skills, both written and spoken;
  • Interested to keep up to date with scientific advancements.
Work with a talented team of Data Scientists, Engineers, and Product Designers to help build and optimise our data-driven products, through research and experimentation in Information Retrieval.
Job tags: Cassandra Deep Learning Engineering Kafka Keras Machine Learning Marketing ML NumPy Pandas Python PyTorch Research Scikit-Learn SciPy TensorFlow