Senior Applied Scientist - Customer Reviews (w/d/m)
- Employer
- Zalando
- Location
- Berlin
- Closing date
- 30 May 2022
View more
- Function
- Operations
- Level
- Senior Manager
Job Details
You will
- be part of a customer centric cross functional team and help us deliver product features to make reviews more available, useful and trustworthy for customers.
- Tackle machine learning problems on a dataset spanning 20+ different languages and different modalities
- best use of manual annotation / moderation resources in a human in the loop semi supervised production ML system.
- highly variable misclassification costs in document classification.
- multi document summarisation and information extraction in an environment with over 10k requests per second.
- Contribute to our scientific efforts with rigorous peer reviews and through publications in international conferences.
- You love to think about machine learning from a customer perspective and are comfortable interacting with product managers, designers and customers to define the next features to be developed. You have a keen eye on how machine learning evaluation is aligned with delivering customer value.
- You are motivated by solving customer problems with machine learning and you apply critical thinking to where and how machine learning is used.
- You care about clean code for ML and are eager to drive forward the ML ops culture in the team.
- You are a team player and you go beyond the coding tasks to improve the team by proposing improvements in scientific thinking, experimental design and preparing academic publications
Technical skills:
- You have experience in defining and executing research roadmaps to solve customer problems.
- You have hands-on experience with deploying, evaluating and maintaining machine learning models in production systems.
- You're very comfortable using python in an applied science context, familiarity with unit testing and code quality tools in python is a plus.
- You have hands on experience with modern deep learning frameworks (pytorch, tensorflow)
- You can work with REST APIs and put together data processing pipelines combining data from different sources
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 for internationals
- If you work from an office in your role, a choice of office equipment to be delivered to you, to support you working from home due to COVID-19 safety
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 counselling, assistance, and referral service for all matters concerning yourself and your family via the Fürstenberg Institute
Please note that all applications must be completed using the online form - we do not accept applications via email.
Company
Zalando is Europe’s leading online platform for fashion and lifestyle. Founded in Berlin in 2008, we bring head-to-toe fashion to 35 million active customers in 17 markets, offering clothing, footwear, accessories and beauty from over 3,000 international brands.
Our platform is a one-stop fashion destination for inspiration, innovation and interaction. As Europe’s most fashionable tech company, we work hard to find digital solutions for every aspect of the fashion journey: for our customers, partners and every valuable player in the Zalando story.
Our goal is to become the starting point for fashion. We focus on the fashion industry and therefore operate in a variety of business areas.
- Fashion Store
Zalando online shops are tailored to local customers’ needs in 17 different European markets. The range extends from renowned global brands and fast fashion to local brands and is supplemented by our private labels.
- Offprice
The Offprice business of Zalando serves the sale of previous season’s assortments. As part of a shopping club, the Zalando Lounge offers registered members exclusive sales campaigns at discounted prices.
- Zalando's Private Labels
Zalando’s private label assortment includes shoes, clothing and accessories for women, men and children. With a total of six private labels, Zalando creates its own products, covering the entire value chain from design to sales.
- Zalon
Zalon is our style advice service, via which customers can consult and get inspiration from selected stylists regarding individualized purchases.
- Zalando Marketing Services
The entirety of Zalando’s expertise and scope is bundled in Zalando Marketing Services, which now offers personalized marketing solutions for our brand partners.
- Zalando Fulfilment Solutions
Zalando makes its own logistics capabilities available to external partners, so they do not have to be concerned with infrastructure issues but can concentrate fully on their core competence in the fashion business.
- Zalando Partner Services
Zalando helps other players in the industry to be successful in the digital world. For example, by connecting warehouse stocks with multiple retailers, by digitizing processes involved in fashion wholesale and by integrating offline businesses into our Zalando platform.
With a strong workforce of around 14,000 employees of over 130 different nationalities, Zalando unites diverse people, capabilities and concepts. Consolidating our effort and ideas scales our impact as an innovator in Fashion, Technology, Digital Marketing and Logistics Operations.
- Website
- https://jobs.zalando.com/
- Telephone
- +49 (0)30 2759 4693
- Location
-
Zalando SE
Valeska-Gert-Straße 5
Berlin
Germany
10243
Germany
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