Senior Data Scientist, NLP
Tasks
- Define model success metrics
- Design and develop NLP models for document understanding
- Evaluate model performance
- Extract entities and detect intents
- Optimize machine learning models in end to end pipelines
- Perform error analysis and data cleaning
- Set up active learning and continuous learning systems
- Understand document structure
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Continuous Learning | Data cleaning | Databricks | Deep learning | Entity Extraction | Error Analysis | Intent detection | Language Models | Language Processing | Large Language Models | Layout Aware NLP | Long Context | Long-context reasoning | Machine Learning | Natural Language | Natural Language Processing | NumPy | Pandas | PySpark | PyTorch | Python | SQL | Spark | TensorFlow | Transformers
Education
N/A
Roles
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