Senior Data Scientist - (Global Search, Consumer)
Berlin, Germany
EUR 75K-85K (estimate) Senior-level Full Time
Tasks
- Build production deep learning ranking systems
- Collaborate on end to end improvements with engineers and product
- Design deep neural ranking models
- Develop embedding based retrieval systems
- Implement feature engineering with feature stores
- Maintain model versioning and registry
- Mentor data scientists and drive experimentation best practices
- Monitor model drift and latency
- Own offline experimentation and evaluation
Perks/Benefits
- Corporate pension plan
- Digital meal vouchers
- Educational budget
- Employee share purchase plan
- Food vouchers
- Gym membership
- Health checkups
- Hybrid working model
- Language courses
- Life and accident insurance
- Meditation
- Public transportation ticket discount
- Relocation support
- Sabbatical
- Udemy business access
Skills/Tech-stack
A/B | A/B Testing | AWS | B testing | CI/CD | DBT | DCN-V2 | Deep learning | Experiment tracking | Feature Store | GCP | LTR | Learning-to-Rank | Listwise Learning to Rank | MMoE | MRR | Machine Learning | Metaflow | Model Monitoring | Model versioning | Multi-task Learning | NDCG | Pairwise Learning to Rank | Pointwise Learning to Rank | PySpark | PyTorch | Python | SQL | Scala | Scikit-learn | TensorFlow | Two-Tower | Vector Databases
Education
Roles
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