Senior Applied Scientist - Network Behaviour (all genders) - System Engineering / Admin, Ingenieur
Zalando · Dortmund, Nordrhein-Westfalen ·
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Job Description
WHAT WE’D LOVE YOU TO DO (AND LOVE DOING)
- Contribute to modeling, solving, and implementing forecasting models within our research-driven software framework to cater for the increasing scale and load and novel use cases. Constantly question the model and the algorithms we use and seek for a constant improvement.
- Act as a technical lead and mentor for mid-level Applied Scientists, providing guidance on experimental design, code quality, and scientific excellence.
- Design, implement, and maintain automated pipelines covering data ingestion, feature engineering, model training, and evaluation to ensure high reliability and scalability of our machine learning systems.
- Involve yourself in our ongoing research roadmap to discover future opportunities.
- Set the standard for the entire development cycle, including requirement engineering based on deep domain & business understanding, prototyping, implementing production software, as well as testing and operating the highly available production system.
- Collaborate closely with our software engineers to mutually influence and understand system constraints and opportunities, and take part in shaping the future of our system.
- Think abstractly and discover correlations between problems, methodologies, and solutions.
- Contribute to the design, implementation and evaluation of A/B tests that help us measure impact, shape our roadmap and identify opportunities
- Join the Zalando community of fellow researchers, exchange ideas, connect and provide your contributions
- Promote and support an inclusive culture and diverse team, fostering a positive and productive work environment for all team members.
WE’D LOVE TO MEET YOU IF
- You have an academic background in machine learning, statistics, operations research or related fields, and can apply the knowledge effectively
- You have substantial experience (ideally 3+ years) discovering, building, evaluating and operating prediction models in production at scale.
- You have experience with data processing frameworks such as PySpark or Pandas as well as Machine Learning libraries such as Scikit-Learn, XGBoost, LightGBM, PyTorch or Tensorflow. Previous experience with Databricks is not mandatory but appreciated.
- You prefer simple solutions over complex ones but at the same time, you are aware that complex problems sometimes require advanced algorithms.
- You’re excited about working in a setup that requires a deep domain understanding (e.g., how our fulfillment processes works).
- You are a team player who thrives in an international, agile and cross-functional environment, and is passionate about fostering a positive and productive work environment.
- You are fluent in English.
OUR OFFER
- 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
- Hybrid working model with 60% (or more) remote per week, actual practice is up to each team to best support their collaboration
- 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
- Drive your development through our training platform and biannual peer-to-peer review. You'll also receive full access to an O'Reilly online learning subscription
- Learn all about Zalando and our values here:
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