Senior Data Scientist, NLP
Tasks
- Collaborate on ML project ideation to delivery
- Conduct error analysis and data cleaning
- Define model success metrics for business requirements
- Design NLP models for document understanding
- Detect intents and understand document structure
- Evaluate model performance with partial ground truth
- Extract entities from unstructured records
- Implement active learning and continuous learning
- Optimize machine learning models for end to end pipelines
- Perform long context reasoning analysis
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Continuous Learning | Databricks | Document Layout Analysis | Document layout | LLMs | Layout analysis | Machine Learning | Multimodal Learning | NLP | NumPy | Pandas | PySpark | PyTorch | Python | SQL | Spark | TensorFlow | Transformers
Education
N/A
Roles
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