Applied Scientist (m/w/d)

Recruiter
Zalando
Location
Berlin
Posted
23 Jun 2022
Closes
27 Jun 2022
Ref
4141585
Function
Operations
Level
Manager
As an Applied Scientist, you will contribute to research and operations in the team responsible for matching our customers with the best content. Every time a customer searches for products on Zalando, a bidding request is sent to our system in real-time. The system aggregates relevant data points, evaluates thousands of candidate ads with our machine learning models, and decides what product to show where - all within 10-30 ms. Every second, we score tens of thousands of ad contents

In this position, you will contribute to our optimization effort that combines high-load low-latency Engineering, Machine Learning and auction theory. The technical scope covers Large Scale Bayesian Inference, Incrementality Modelling, Deep Learning, Large Scale Online Experimentations, Auction Design and so on. In the future we expect to add Image Processing/Generation and Natural Language Processing to the mix.
WHERE YOUR EXPERTISE IS NEEDED
  • Improve recommender systems for Zalando's advertisement offering, using data like cross-device graph, user history, browsing history, customer preference, various metadata, images and embeddings of items and contents etc.
  • Improve real-time bidding algorithms that maximize customer experience through real-time bidding on Zalando digital premises
  • Help to develop methods to extract deep customer insights for our brands and teams at Zalando to help improve products and contents
WHAT WE'RE LOOKING FOR
  • Experience in applying Machine Learning to optimize business metrics through experimentation.
  • Knowledge and experience in Machine Learning, especially in supervised learning using sparse categorical features.
  • Fair coding skills in Python
  • Outcome-obsessed, pragmatic scientist who is relentlessly focused on creating positive customer impact

PERKS AT WORK
  • Culture of trust, empowerment and constructive feedback, open source commitment, meetups, game nights, 70+ internal technical and fun guilds, knowledge sharing through tech talks, internal tech academy and blogs, product demos, parties & events
  • Competitive salary, employee share shop, 40% Zalando shopping discount, discounts from external partners, centrally located offices, public transport discounts, municipality services, great IT equipment, flexible working times, additional holidays and volunteering time off, free beverages and fruits, diverse sports and health offerings
  • Extensive onboarding, mentoring and personal development opportunities and an international team of experts
  • Relocation assistance for internationals, PME family service and parent & child rooms* (*available only in select locations)

We celebrate diversity and are committed to building teams that represent a variety of backgrounds, perspectives and skills. All employment is decided on the basis of qualifications, merit and business need.

ABOUT ZALANDO

Zalando is Europe's leading online platform for fashion, connecting customers, brands and partners across 17 markets. We drive digital solutions for fashion, logistics, advertising and research, bringing head-to-toe fashion to more than 42+ million active customers through diverse skill-sets, interests and languages our teams choose to use.

Within Zalando Marketing Services (ZMS), you will work with many autonomous teams that live up to the standards of software craftsmanship, ownership and excellence. Along with our guiding set of principles we entrust you and your team to shape the future of Zalando.

Please note that all applications must be completed using the online form - we do not accept applications via e-mail.

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