Job
- Level
- Senior
- Job Feld
- Data, Back End
- Anstellung
- Vollzeit
- Vertragsart
- Unbefristetes Dienstverhältnis
- Ort
- Berlin
- Arbeitsmodell
- Onsite
Job Zusammenfassung
In dieser Rolle entwickelst du Algorithmen und Vorhersagemodelle für logistische Systeme, optimierst Lagerprozesse und implementierst Lösungen zur Effizienzsteigerung in einem agilen, interdisziplinären Team.
Job Technologien
Deine Rolle im Team
- As a Senior ML Scientist / Data Engineer, you will drive algorithmic research-driven software development in a logistics team.
- At Zalando, we process millions of customer orders every week and our systems make critical scheduling, planning, and routing decisions within our warehouses.
- Predictive warehousing allows us to preemptively take actions, which improve the warehouse efficiency by solving a stochastic optimization problem, at the crossroads of combinatorial optimization and data science.
- Our research pipeline enables fast incremental improvements which together with the scale of our decisions has a direct impact on the productivity of our warehouses.
- Drive the research, design, and implementation of algorithms and predictive models.
- Deliver end-to-end solutions and set the bar for the entire development cycle, which includes research, prototyping, implementing production software, as well as testing and operating the highly available production system.
- Influence our research and development methodologies to foster a scalable and data-driven architecture.
- Support and coach other Applied Scientists by sharing your knowledge and expertise in applied research.
Unsere Erwartungen an dich
Ausbildung
- You exhibit a high degree of autonomy to translate real-world business cases into mathematical problems, with a proven record of at least 6 years of applied research experience.
Qualifikationen
- You demonstrate a practical understanding of various advanced algorithmic techniques (e.g., from combinatorics, graph theory), mathematical modeling (e.g., from operations research, statistics, experimentation), and machine learning approaches (e.g. forecasting, Bayesian networks).
- Your strengths extend to your ability to effectively collaborate within an agile and cross-functional team environment, engaging with engineers, product owners, and fellow applied scientists.
Erfahrung
- You hold a Master's or PhD in Mathematics, Computer Science, or another quantitative field, together with industry experience in algorithm-related software development in Java, Kotlin, Python, or similar.
- Your professional background includes hands-on experience with state-of-the-art methods in software engineering, particularly microservice architecture and distributed systems for data processing (e.g. Spark, Databricks).
Unser Angebot
- Zalando provides a range of benefits, here's an overview of what you can expect.
- Ask your Talent Acquisition Partner to learn more about what we offer.
- Employee shares program.
- 40% off fashion and beauty products sold and shipped by Zalando, 30% off Zalando Lounge, discounts from external partners.
- 2 paid volunteering days a year.
- Work from abroad for up to 30 working days a year.
- 27 days of vacation a year to start.
- Relocation assistance available (subject to prior agreement).
- Family services, including counseling and support.
- Health and wellbeing options (including Gympass).
- Mental health support and coaching available.
Benefits
Work-Life-Integration
Essen & Trinken
Gesundheit, Fitness & Fun
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
Zalando SE
Zalando is die europäische Online-Plattform für Mode, die Kunden, Marken und Partner in 17 Märkten verbindet.
Description
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Full Remote, Hybrid, Onsite
- Branche
- Handel
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Senior Machine Learning Scientist / Data Engineer - Logistics Algorithms
- Ort
- Berlin
- Arbeitsmodell
- Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
