Data Scientist - Recommendations and Personalisation
PT Lisbon
Farfetch
Farfetch bietet die weltweit größte Auswahl an Luxusmode für Damen und Herren. Shoppen Sie die aktuellen Kollektionen von internationalen Designern und Labels auf einer Webseite.WHAT YOU'LL DO
- Design and develop state of the art algorithms, mainly using collaborative and personalisation techniques;
- 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;
- Engage with business stakeholders, product managers and designers to help identify challenges and opportunities, deriving valuable insights and deliver a shared vision of a luxury fashion personalisation;
- Scientific and technical publications are possible and encouraged.
WHO YOU ARE
- MSc or PhD in a quantitative discipline: Machine Learning, Computer Science, Statistics, Applied Mathematics, Physics or related areas.
- Practical contact with large-scale recommender systems or other personalisation systems in production is a plus.
- Experienced in online testing methodologies (AB Testing, Multi-armed bandits). Experienced in designing and analysing online experiments is highly valued.
- Fluent in Python and common numerical and ML packages (NumPy, SciPy, Scikit-Learn, Pandas, Keras, TensorFlow, PyTorch, PySpark). Experience developing production software is a plus.
- Experienced dealing with large amounts of data and knowledge of big data technologies is a plus (DataBricks, Spark, Presto, Hadoop).
- Able to communicate findings and data science concepts clearly to both technical and non-technical audiences.
- Fluent in English, both written and spoken.
- Interested in keeping up to date with scientific advancements.
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.
Tags: Big Data Computer Science Computer Vision Databricks Deep Learning E-commerce Engineering Hadoop Keras Machine Learning Mathematics NumPy Pandas PhD Physics PySpark Python PyTorch Recommender systems Research Scikit-learn SciPy Spark Statistics TensorFlow Testing
Perks/benefits: Career development Flex hours Health care Insurance
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