Senior Data Scientist - Ranks

Company:
Location: Lisboa

*** Mention DataYoshi when applying ***

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.

DATA

We're a Data team that does it all: big data engineering, machine learning, and deep-dive analytics and insight. We're a diverse, global team who create Data solutions to provide an unrivalled customer experience. Whether it's churning gigabytes of ecommerce data, using AI to recommend the latest trends, or understanding our customers better than anyone else, we use data to promote FARFETCH's growth.

LISBON

Our Lisbon office is located in Portugal's cosmopolitan capital. Mostly the teams here are focused around Technology and Store of the Future. In this office, Farfetchers like to have catch ups in the ball pit or creative moments by the grand piano!

THE ROLE

Reporting to the Data Science Lead you will join Farfetch being part of building the next-generation intelligent platform for online luxury fashion, powered by large-scale data and Machine Learning, Deep Learning, Information Retrieval and Natural Language Processing algorithms. You will join a 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 provide intelligent algorithms, at scale, while working with product, business and tech to meet goals.


WHO YOU ARE

  • A professional with 4 years' experience in a Data Science related role, working within a Retail and E-commerce environment;
  • A professional with an 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, and 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);
  • A professional with English skills, both written and spoken;
  • Interested to keep up-to-date with scientific advancements.

WHAT YOU'LL DO

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

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

EQUAL OPPORTUNITIES STATEMENT

  • FARFETCH is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law. We continue to build our consciously inclusive culture as part of our Positively FARFETCH strategy throughout our business, partnerships and communities.
Before Applying

Through your application, we want to understand the skills and experiences you have that make you the perfect fit for this role and for FARFETCH. We’re passionate about creating the conditions for Farfetchers to grow and develop but we’re also looking for people who can hit the ground running, so make sure to apply for a position where you feel you can thrive.

*** Mention DataYoshi when applying ***

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