Lead Data Scientist – Channel Marketing – FARFETCH Job Offer with the FARFETCH Group

PARFETCH exists for the love of fashion. Our mission is to be the global luxury fashion platform, connecting designers, curators and consumers.

We are a positive platform for good, bringing together an amazing creative community made up of our employees, partners and customers. This community is at the heart of the success of our business. We welcome differences, empower individuality and celebrate diverse skills and perspectives, creating an inclusive environment for everyone. We are FARFETCH for everyone.

THE DATA

We’re a data team that takes care of everything: big data engineering, machine learning, analytics and deep analytics. We are a diverse, global team that creates data solutions to deliver an unmatched customer experience. Whether it’s generating gigabytes of e-commerce data, using AI to recommend the latest trends, or understanding our customers better than anyone, we use the data to drive the growth of FARFETCH.

LONDON

Our London office is located in Old Street, the technology hub of London, and is home to a wide range of teams including sales, marketing and product. Our open plan space is ideal for collaborative work and sharing ideas, or you can enjoy some quiet time in our dedicated library. We also have a large outdoor terrace which is the perfect place to have a team lunch or organize events.

THE ROLE

We create machine learning models to automate marketing operations, optimize our marketing spend, improve its reach and effectiveness across different channels including influencers, SEO and paid marketing. Reporting to a Senior Data Science Officer in the Data Department, you will lead a team and choose the appropriate technique for the task at hand (we maintain a diverse set of models including graphical modeling, deep learning, reinforcement learning, gradient amplification, Systems recommendation), keeping an eye on what’s happening in academia and industry to stay abreast of recent developments. We work in Python, run our models on Kubernetes in Google Cloud.

WHAT YOU WILL DO

    • Work with product managers and marketing departments, define new data science products to support our growth;
    • Lead, coach and develop a team of accomplished data scientists and engineers to create value;
    • Develop ML algorithms focused in particular on the optimization of marketing channels;
    • Set up experiments to measure the impact of our models on the business;
    • Collaborate with the engineering team to produce and integrate ML algorithms in our backend or connect them to third-party tools;
    • Communicate complex solutions in a clear and understandable way to experts and non-experts.

WHO ARE YOU

    • You have a degree in Machine Learning, Statistics, Mathematics, Econometrics or another quantitative discipline;
    • Experience in a machine learning or data science role with exposure to marketing issues;
    • Experience in developing Python software (production quality code including code reviews, agile development, version control) and familiarity with ML / science packages (e.g. Pandas, numpy, scipy, scikit-learn, keras , TensorFlow, PyTorch, PyMC3 or PyStan)
    • You have experience using ML techniques in a business environment, such as neural networks, reinforcement learning, Bayesian modeling, ML graph. Experience with marketing mix models is a plus.
    • Experience in managing complex projects or leading a data science team.

REWARDS AND BENEFITS

    • FARFETCH Equity plan and annual discretionary bonus
    • Flexible Benefits – Private medical insurance, dental insurance, gym memberships, pension plan and more
    • Critical illness insurance and life insurance
    • Access to Unmind: an independent and completely confidential digital mental health platform
    • Flexible work environment and more!

EQUAL OPPORTUNITY DECLARATION

    • FARFETCH is an Equal Opportunity Employer, ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined that no candidate is discriminated against 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 motherhood, or any other basis prohibited by applicable law. We continue to develop our consciously inclusive culture as part of our Positively FARFETCH strategy across all of our businesses, partnerships and communities.

In this varied role, you will lead our marketing data science efforts across different channels and touchpoints. $ {Description2}

Sean N. Ayres