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Advanced Data Scientist and AI Developer Position

2 weeks ago

Singapore beBeeArtificial Full time $80,000 - $120,000
Expert AI/ML Developer Wanted

We're looking for a seasoned professional to spearhead the development of an advanced document processing system. The ideal candidate will possess strong data extraction and analysis skills, as well as expertise in building intelligent pricing analysis systems.

  • Technical Requirements:
  1. Strong experience with document processing pipelines (OCR, text extraction, data normalization)
  2. Proficiency in natural language processing (NLP) for entity recognition and relationship extraction
  3. Experience with computer vision techniques for document layout analysis
  4. Knowledge of machine learning for tabular data extraction (invoice/bill parsing)
  5. Familiarity with large language models (LLMs) for document understanding
  6. Ability to implement custom rule engines for domain-specific logic
  • Programming & Backend Development:
  1. Expert in Python with experience in data science stack (Pandas, NumPy, Scikit-learn), NLP libraries (SpaCy, NLTK, Hugging Face Transformers), and deep learning frameworks (PyTorch, TensorFlow)
  • Additional Valuable Skills:
  1. Experience with financial document schemas (invoices, receipts, statements)
  2. Knowledge of pricing analysis and discount calculation methodologies
  3. Familiarity with multi-language document processing

The successful candidate will have expertise in document AI, natural language processing, and data pipeline development.

Key Responsibilities

  • Design and implement end-to-end document processing systems
  • Develop custom models for domain-specific extraction tasks
  • Build scalable data pipelines for batch and real-time processing
  • Implement quality control mechanisms for data extraction
  • Optimize performance and accuracy of AI components