Applied Scientist - Machine Learning & DL - Size & Fit

Recruiter
Zalando
Location
Berlin
Posted
23 Jun 2021
Closes
04 Aug 2022
Ref
3204942
Function
Operations
Level
Manager
THE ROLE & THE TEAM
As an Applied Scientist in the Size and Fit organisation you will engage in creating bold research experiments with today's most exciting approaches such as Deep Learning, Computer Vision, NLP, Reinforcement Learning to tackle important customer problems.
INCLUSIVE BY DESIGN
At Zalando, our vision is to be the Starting Point for Fashion - one that is inclusive by design. We only assess candidates based on qualifications, merit, and business needs. We welcome applications from people of all gender identities, sexual orientations, personal expressions, racial identities, ethnicities, religious beliefs, and disability statuses. We only want to know why you're great for this role, so please avoid including your picture, age, and marital status in your CV as well.

We want to provide you with a great candidate experience. Please feel free to inform us of any accommodations you may need, so we can best support and assist you throughout the hiring process.

do.BETTER - our diversity & inclusion strategy: https://corporate.zalando.com/en/diversity-inclusion
Our employee resource groups: https://corporate.zalando.com/en/diversity-inclusion/our-employee-resource-groups

WHY YOU SHOULD BE INTERESTED...
  • Design and build focused and scalable ML/DL experiments tackling the challenge problem of predicting and recommending the right size and fit for millions of Zalando customers
  • Passionate about solving real world challenging customer problems at scale using ML/DL
  • Aspire to being a thought leader and make a difference with Data Science and Machine Learning- share ideas, discuss different approaches, and contribute in mentoring and developing your colleagues
  • Contribute to the community by publishing the results of your work in most exciting international conferences (see our papers in CVPR, ICCV, Recsys, SIGKDD, SIAM), and engage in top research workshops on Fashion AI (FashionxRecsys, CVFAD)
WE'D LOVE TO MEET YOU IF...
  • Ph.D or equivalent experience in Machine Learning, Deep Learning, Data Science
  • Solid experience building fit-for-purpose ML/DL models
  • Track record of publications and achievements in academia or industry
  • Expert in Python (and packages like numpy, scipy, pandas),TensorFlow (keras, slim), Pytorch, Caffe2
  • Be encouraged to work autonomously, take ownership of data science initiatives and drive excellence
ZALANDO BENEFITS
Career Development
  • We offer peer-to-peer performance reviews twice a year
  • Learn and develop through our extensive Zalando training platform
  • Join regular all-hands, team meetings, Q&A-sessions, and quarterly anonymous employee surveys to ask your questions and provide your feedback
  • Support from an international team of experts; mentoring and professional development opportunities

Wellbeing
  • 2 days paid leave per year for volunteering
  • Minimum of 27 holiday days per calendar year
  • Online sports courses, wellbeing, and nutrition advice offered by Humanoo personal wellbeing coach app
  • Mental wellbeing support by our Employee Assistance Program and professional consultants to help you find health resources

Flexibility
  • Flexible working hours
  • Relocation assistance available - subject to prior agreement
  • Home office equipment available for hybrid working, to support you working from home
  • Hybrid working model with 60% remote per week
  • Opportunity to work from abroad for 30 (working) days per calendar year

Financial
  • Access to the employee shares program
  • 40% shopping discount on products shipped and sold by Zalando, and 30% discount on Zalando Lounge
  • Discounts from a wide range of external partners

Family
  • Employee parents' forums and employee resource group
  • Supported transition into and out of parental leave, with a buddy and re-onboarding plan
  • 3 fully-paid child sick days per year
  • Free counseling, assistance, and referral service for all matters concerning yourself and your family via the F├╝rstenberg Institute
ABOUT ZALANDO
It's the perfect time to join Zalando on our journey, from being a pioneer in the world of e-commerce, to the Starting Point for fashion in Europe. We connect customers, brands, and partners across 23 markets.

Help us drive digital and sustainable solutions for fashion, logistics, advertising and research, bringing head-to-toe fashion to almost 49 million active customers through a team of diverse skill-sets, cultural backgrounds, and interests.

Our values: https://jobs.zalando.com/en/our-founding-mindset

do.More - our sustainability strategy: https://corporate.zalando.com/en/sustainability

Follow us on Instagram: instagram.com/insidezalando
ABOUT SIZE & FIT
At Zalando we deeply understand that Size and Fit Matters, and are excited to use our unique and huge article and customer datasets to tackle this challenge using novel ML techniques. How about you; would you like to bring in your skills to shape a great experience for your family and friends when buying clothes and shoes online?

You will join our multi-disciplinary Berlin based Size and Fit Org., composed of Machine Learning / Deep Learning researchers, engineers, and full stack developers from 20 different nationalities. We provide recommendations and predictions on customer size and fit choices, and conduct focused experiments using emerging technologies to solve the challenges.

Working side by side with other Product Specialists and Fitting Experts you will take on this complex and important topic. Your mission is to assist customers as they navigate the vast Zalando fashion catalog using fit characteristics that make sense to them.

We have great problems to solve, a huge customer base to impact and are a team that loves to have fun. Size and Fit is a human topic. We use machines to help solve our customers' challenges. But we never forget - size and fit success is defined by how customers feel when they wear fashion.

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