vor 15 Tagen
Vollzeit
Senior
#forschung#wissenschaft förderung
Applied Science Manager (w/m/d)
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Einführung
As a Principal Applied Scientist, you will play a key role in addressing challenging fashion problems using cutting-edge approaches, guiding a team of exceptional scientists and engineers to develop models and machine learning products that enhance the experience of over 51 million customers.
Aufgaben
- Utilize extensive scientific experience in researching, deploying, and architecting machine learning and deep learning solutions in information retrieval (IR).
- Collaborate with multiple teams to create a cutting-edge science stack that aligns with product strategy.
- Develop long-term scientific roadmaps to address complex fashion challenges using state-of-the-art solutions.
- Contribute to scientific endeavors through internal peer reviews and external publications in top-tier journals and conferences.
- Act as a mentor to junior and senior scientists and foster collaboration with other teams.
- Forge close partnerships with applied science leaders, product managers, and other business stakeholders.
Voraussetzungen
- PhD in information retrieval (IR), search & recommendation, information & knowledge management, or related fields (or equivalent experience).
- 6+ years of industry experience in modern IR systems, especially neural IR.
- Comprehensive understanding of key components of an IR system, including query processing, indexing, evaluation, etc.
- Experience in developing long-term research roadmaps and applying scientific methods to tackle research problems.
- Extensive track record of addressing large-scale real-world problems using machine learning throughout the entire product cycle.
- Strong publication records at top-tier venues such as SIGIR, KDD, WWW, ICLR, NeurIPS, ICML, JMLR, etc.
- Extensive hands-on experience in deep learning with proficiency in Python and frameworks like PyTorch or TensorFlow.
- Familiarity with large language models (LLMs) and full-text search engines such as Elasticsearch, OpenSearch, Apache Lucene.
Benefits
- Employee shares program
- 40% off fashion and beauty products sold and shipped by Zalando
- 30% off Zalando Lounge
- 2 paid volunteering days a year
- Hybrid working model with 60% (or more) remote per week
- Work from abroad for up to 30 working days a year
- 27 days of vacation a year
- Relocation assistance available
- Family services, including counseling and support
- Health and wellbeing options (including Gympass)
- Mental health support and coaching available
vor 15 Tagen
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