Senior Data Scientist - Size & Fit
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
- Design and implement deep learning models (e.g., CNNs) to fit several use cases under the context of S&F (e.g., product recommendation), productionize machine learning algorithms, and provide expertise around data modelling
- Work on data science algorithms to support a pleasant experience throughout the customer's journey - tailored for each person's needs
- Prototype, test, and productionize machine learning pipelines to create better size and fit models
- Provide solutions for problems with substantial commercial impact
- Perform analysis to identify challenges and opportunities, deriving valuable insights
- Conduct experiments to show causal impact of new ideas or implementations
WHO YOU ARE
- Experience with Computer Vision algorithms and Deep Learning in general
- Have a solid understanding of Natural Language Processing, using deep learning techniques with TensorFlow
- Experience analyzing data using statistical techniques and conducting experiments using SQL and Python libraries such as Pandas
- Enjoy working with machine learning software - having a working knowledge of productionizing models: Git version control, unit tests, and containers
- Have an ability to abstract complex problems to their components and design and implement elegant solutions for them
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 Computer Vision Deep Learning E-commerce Engineering Git Machine Learning NLP Pandas Pipelines Python SQL TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance Salary bonus Team events
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