Data Scientist - Search & Discovery
UK London
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
- Develop algorithms in Natural Language Processing (NLP) and Information Retrieval (IR), with a focus on search relevance;
- Conduct practical research with a scientific mindset, and a focus on delivery;
- Work with the engineering team to integrate machine learning (ML) algorithms into the platform;
- Help in the design of new features in the product, and inspire creativity inside the company;
- Scientific and technical publications are possible and encouraged
WHO YOU ARE
- MSc or Ph.D. in a quantitative discipline, such as Machine Learning, Computer Science, Statistics, Mathematics, or another related area;
- At least 2 years' experience in a Data Science role;
- A thorough understanding of ML and statistics;
- Experienced in applying modern models and techniques for NLP tasks;
- Fluent in Python and its Data Science, ML, and NLP packages (numpy, pandas, matplotlib, scikit-learn, TensorFlow, Keras, nltk, spacy, gensim);
- Experienced in developing ML software for production;
- Familiar with SQL and preferably Google BigQuery;
- Skilled in producing rigorous and convincing analyses in order to drive effective decisions and inform technical and non-technical stakeholders;
- Proficient in English (written and spoken);
- Preferably with experience in e-commerce search.
REWARDS & BENEFITS
- FARFETCH Equity plan and annual discretionary bonus
- Flexible benefits - Private Medical Insurance, Dental Insurance, Gym Memberships, Pension scheme and more
- Critical Illness Insurance and Life Assurance
- Access to Unmind: an independent and completely confidential digital mental health platform
- Flexible working environment and more!
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 BigQuery Computer Science Deep Learning E-commerce Engineering Keras Machine Learning Mathematics Matplotlib NLP NLTK NumPy Pandas Python Research Scikit-learn spaCy SQL Statistics TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance Salary bonus Yoga
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