Senior Data Scientist, NLP
Remote - United States
R
USD 184K-200K Senior-level Full Time
Tasks
- Analyze document structure
- Clean and prepare data for modeling
- Conduct layout aware NLP
- Define model success metrics
- Detect intents from medical and administrative documents
- Develop NLP document understanding models
- Evaluate model performance
- Extract entities from unstructured medical records
- Handle ambiguous inputs
- Improve data quality and model performance
- Integrate models into end to end pipelines
- Optimize machine learning models
- Perform error analysis
- Perform long context reasoning
- Set up active learning systems
- Set up continuous learning systems
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Continuous Learning | Databricks | Deep learning | Document Layout Analysis | Document layout | Language Models | Language Processing | Large Language Models | Layout analysis | Machine Learning | Natural Language | Natural Language Processing | NumPy | Pandas | PySpark | PyTorch | Python | SQL | Spark | TensorFlow | Transformers | Vision Transformers
Education
N/A
Roles
Language: en
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