Data Scientist - AI Search & Ranking
Tasks
- Build offline and online evaluation frameworks
- Build query and intent understanding systems
- Build retrieval candidate generation systems
- Deploy models to production
- Design A B testing experiments
- Develop neural ranking and reranking models
- Develop recommendation and personalization models
- Fine tune and distill transformer models for production
- Own search and ranking components end to end
Perks/Benefits
- Conference access
- Daily canteen budget
- Employee snacks and drinks
- Employer supported childcare assistance
- Flexible working hours
- Free language classes
- Free online learning courses
- Interest-free newcomer loan
- On-site gym
- Personalized coaching
- Relocation package
- Remote work within Germany and selected countries
- Self-determined vacation
- Sports classes
- Urban sports club membership
- Visa support
- Work from home days
Skills/Tech-stack
A/B | A/B Testing | Airflow | B testing | Bias Mitigation | Cloud ML | Cloud ML pipelines | Deep learning | Dense retrieval | Entity recognition | Experiment design | Fine Tuning | GCP | Guardrail metrics | Huggingface | Hybrid retrieval | Information Retrieval | Knowledge Distillation | Language Processing | Learning-to-Rank | ML pipelines | Machine Learning | Named Entity Recognition | Natural Language | Natural Language Processing | Personalization | PyTorch | Python | Query Understanding | SQL | Semantic Retrieval | Slot Filling | Transformer Models | Two-Tower | Two-Tower architecture | Vector Search | Vertex AI
Education
Roles
Regions
Countries
States
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