Data Scientist - AI Search & Ranking
Tasks
- Build personalized ranking models
- Build query and intent understanding systems
- Create offline and online evaluation frameworks
- Design retrieval and ranking pipelines
- Develop learning to rank models
- Fine tune transformer models for production
- Optimize systems for latency and cost trade offs
- Run A B tests and measure conversion impact
Perks/Benefits
- Complimentary snacks and drinks
- Conference access
- Daily canteen budget
- Ergonomic desks
- Flexible working hours
- Free language classes
- Free online learning courses
- Kids room access
- Nanny assistance
- On-site gym
- Relocation loan
- Relocation package
- Remote work in Germany or select countries
- Self-determined vacation
- Urban sports club membership
- Visa support
- Work from home days
- Workshops and meetups
Skills/Tech-stack
A/B | A/B Testing | Ablation Studies | Airflow | B testing | Cloud ML | Cloud ML pipelines | Cloud platform | Deep learning | Dense retrieval | Entity recognition | GCP | Google Cloud | Google Cloud Platform | Huggingface | Hybrid retrieval | Information Retrieval | 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 | Transformer Models | Two-Tower | Two-tower architectures | Vector Search | Vertex AI
Education
Roles
Regions
Countries
States
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