Lead Data Scientist - Customer Marketing
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
- Work with Product managers and the Marketing departments, scope new Data Science products to support our growth;
- Lead, coach, and grow a team of accomplished data scientists and engineers to achieve value;
- Develop ML algorithms focusing in particular on customer behavioural models and reinforcement learning models;
- Implement experiments to measure the impact of our models on the business;
- Work together with the engineering team to productionise and integrate ML algorithms into our backend or connect them to third-party tools;
- Communicate complex solutions in a clear and understandable way to both experts and non-experts.
WHO YOU ARE
- You have a degree in Machine Learning, Statistics, Mathematics or another quantitative discipline;
- Experience in a Machine Learning or Data Science role with exposure to Customer modelling;
- Experience in Python software development (production-grade code, including code reviews, agile development, version control) and familiar with ML/scientific packages (e.g. Pandas, numpy, scipy, scikit-learn, keras, TensorFlow, PyTorch, PyMC3, or PyStan)
- You have experience using ML techniques in a business setting, such as neural networks, Bayesian modelling, graph ML. Exposure to Reinforcement Learning is a bonus.
- Experience managing complex projects or leading a Data Science team.
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: Agile Bayesian Big Data Deep Learning E-commerce Engineering GCP Google Cloud Keras Kubernetes Machine Learning Mathematics ML models NumPy Pandas Python PyTorch Recommender systems Scikit-learn SciPy Statistics TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance Salary bonus Team events
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