Senior Applied Scientist, Search - NLP/GenAI
CHF 128K-192K (estimate) Senior-level Full Time
Tasks
- Apply knowledge distillation for SLM deployment
- Build document enrichment classification and metadata extraction
- Create LLM based knowledge graph construction pipelines
- Design build test and deploy AI document understanding solutions
- Determine architectures for document understanding problems
- Develop data and evaluation strategies for quality
- Develop semantic chunking models for legal documents
- Generate synthetic data for model training
- Lead research and published work in relevant areas
- Optimize models for performance and latency
- Translate document understanding challenges into production solutions
Perks/Benefits
- Company incentive programs
- Employee wellbeing resources
- Flexible vacation
- Headspace app access
- Hybrid work
- Mental health days off
- Paid volunteer days off
- Pro bono opportunities
- Retirement savings
- Tuition reimbursement
- Work from anywhere
- Work-life balance
Skills/Tech-stack
Annotation Workflows | Citation Parsing | Data Generation | DeepSpeed | Document Classification | Document Understanding | Entity Linking | Entity recognition | Evaluation Frameworks | Few-Shot Learning | Few-shot | Hierarchical Taxonomy | Information Extraction | Knowledge Distillation | Knowledge graphs | Language Models | Language Processing | Large Language Models | Model Compression | Multi-task Learning | Multilabel classification | Natural Language | Natural Language Processing | PyTorch | Python | Relation extraction | Semantic chunking | Synthetic Data Generation | Synthetic data | Transformers
Education
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