Data Scientists / Extraction
Tasks
- Build NLP and Document AI pipelines
- Create data preprocessing and quality validation frameworks
- Create technical documentation for extraction workflows
- Define extraction rules taxonomy and business logic
- Design document processing solutions
- Develop OCR pipelines
- Evaluate OCR NLP and LLM approaches
- Extract normalize and validate financial data
- Implement LLM based extraction workflows
- Improve model accuracy with prompt engineering and tuning
- Mentor team members
- Parse and classify semi structured and unstructured documents
- Support production deployment and monitoring
Perks/Benefits
- N/A
Skills/Tech-stack
Amazon Textract | Classification | Data Validation | Document AI | Document parsing | Entity Extraction | Hugging Face | LLM | Langchain | Language Models | Language Processing | MLOps | Natural Language | Natural Language Processing | Optical character recognition | Prompt engineering | Python | Spacy | Tesseract | Text preprocessing | Vision Language Models | Vision-language
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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