Die KI-Suchmaschine für Jobs
Principal Applied Scientist Search/NLP/IR(m/w/x)
Developing large-scale ML models for personalized search in fashion e-commerce. 4+ years industry experience with deep learning NLP/IR methods required. Work from abroad (up to 30 days), employee shares program.
Anforderungen
- PhD in NLP, IR, machine learning, or related fields (or equivalent experience)
- 4+ years industry experience, especially deep learning based NLP and/or IR methods
- Experience leading and shaping scientific roadmap of multi-area products
- Experience working with senior science, engineering, and product leaders
- Extensive track record addressing real-world problems using machine learning
- Authority on deep learning
- Track record leveraging research to advance state of art, including top-tier publications
- Extensive hands-on experience in deep learning
- Proficiency in Python
- Proficiency in PyTorch or TensorFlow
- Expertise with LLMs and their applications in IR
- Proficiency in AWS cloud computing platform
Aufgaben
- Address challenging Search problems using cutting-edge approaches
- Execute the scientific roadmap
- Develop machine learning models
- Develop cutting-edge machine learning products
- Research large-scale machine learning solutions for NLP/IR
- Deploy large-scale machine learning solutions for NLP/IR
- Architect large-scale machine learning solutions for NLP/IR
- Develop long-term research roadmaps for multiple product areas
- Align research roadmaps with concrete business goals
- Deliver the scientific roadmap hands-on
- Collaborate with scientists, engineers, and product teams
- Elevate best practices for methods and algorithms
- Improve technology architecture and design patterns
- Enhance research roadmap development
- Mentor and guide junior scientists
- Share knowledge within the science community
Berufserfahrung
- 4 Jahre
Ausbildung
- Doktor / Ph.D.
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- NLP
- IR
- machine learning
- deep learning
- Python
- PyTorch
- TensorFlow
- LLMs
- AWS
Benefits
Mehr Urlaubstage
- 27-30 days holiday
Sinnstiftende Arbeit
- 2 paid volunteering days
Workation & Sabbatical
- Work from abroad (up to 30 days)
Attraktive Vergütung
- Employee shares program
Mitarbeiterrabatte
- Zalando product discounts
- External partner discounts
Sonstige Vorteile
- Relocation assistance
Familienfreundlichkeit
- Family services
Gesundheits- & Fitnessangebote
- Health and wellbeing options
Mentale Gesundheitsförderung
- Mental health support and coaching
Weiterbildungsangebote
- Training platform access
Mentoring & Coaching
- Biannual peer-to-peer review
Noch nicht perfekt?
- ZalandoVollzeitmit HomeofficeSeniorBerlin
- Zalando Marketing Services GmbH
Principal Applied Scientist(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin - Zalando
Applied Scientist (GenAI & Computer Vision)(m/w/x)
Vollzeitmit HomeofficeManagementBerlin - Zalando Marketing Services GmbH
Applied Science Manager - ZMS(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin - Zalando
Applied Scientist - ZEOS Data Science and Algorithms(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin
Principal Applied Scientist Search/NLP/IR(m/w/x)
Developing large-scale ML models for personalized search in fashion e-commerce. 4+ years industry experience with deep learning NLP/IR methods required. Work from abroad (up to 30 days), employee shares program.
Anforderungen
- PhD in NLP, IR, machine learning, or related fields (or equivalent experience)
- 4+ years industry experience, especially deep learning based NLP and/or IR methods
- Experience leading and shaping scientific roadmap of multi-area products
- Experience working with senior science, engineering, and product leaders
- Extensive track record addressing real-world problems using machine learning
- Authority on deep learning
- Track record leveraging research to advance state of art, including top-tier publications
- Extensive hands-on experience in deep learning
- Proficiency in Python
- Proficiency in PyTorch or TensorFlow
- Expertise with LLMs and their applications in IR
- Proficiency in AWS cloud computing platform
Aufgaben
- Address challenging Search problems using cutting-edge approaches
- Execute the scientific roadmap
- Develop machine learning models
- Develop cutting-edge machine learning products
- Research large-scale machine learning solutions for NLP/IR
- Deploy large-scale machine learning solutions for NLP/IR
- Architect large-scale machine learning solutions for NLP/IR
- Develop long-term research roadmaps for multiple product areas
- Align research roadmaps with concrete business goals
- Deliver the scientific roadmap hands-on
- Collaborate with scientists, engineers, and product teams
- Elevate best practices for methods and algorithms
- Improve technology architecture and design patterns
- Enhance research roadmap development
- Mentor and guide junior scientists
- Share knowledge within the science community
Berufserfahrung
- 4 Jahre
Ausbildung
- Doktor / Ph.D.
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- NLP
- IR
- machine learning
- deep learning
- Python
- PyTorch
- TensorFlow
- LLMs
- AWS
Benefits
Mehr Urlaubstage
- 27-30 days holiday
Sinnstiftende Arbeit
- 2 paid volunteering days
Workation & Sabbatical
- Work from abroad (up to 30 days)
Attraktive Vergütung
- Employee shares program
Mitarbeiterrabatte
- Zalando product discounts
- External partner discounts
Sonstige Vorteile
- Relocation assistance
Familienfreundlichkeit
- Family services
Gesundheits- & Fitnessangebote
- Health and wellbeing options
Mentale Gesundheitsförderung
- Mental health support and coaching
Weiterbildungsangebote
- Training platform access
Mentoring & Coaching
- Biannual peer-to-peer review
Über das Unternehmen
Zalando
Branche
Retail
Beschreibung
The company is an exclusive online shopping club for fashion and lifestyle products across Europe, offering daily sales campaigns.
Noch nicht perfekt?
- Zalando
Senior Applied Scientist - Size & Fit(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin - Zalando Marketing Services GmbH
Principal Applied Scientist(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin - Zalando
Applied Scientist (GenAI & Computer Vision)(m/w/x)
Vollzeitmit HomeofficeManagementBerlin - Zalando Marketing Services GmbH
Applied Science Manager - ZMS(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin - Zalando
Applied Scientist - ZEOS Data Science and Algorithms(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin