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AI Engineer, Search and Extraction

2 months ago

London UK, UK, United Kingdom Harnham Full time

THE ROLE

As an AI Engineer for the business, you will:

  • Develop multimodal search capabilities to handle diverse data types (text, images, numerical data) commonly found in financial documents and reports.
  • Implement and optimize advanced retrieval techniques, including sparse encoders and visual models
  • Create robust document parsing solutions to extract and structure information from various financial document formats
  • Implement natural language understanding techniques to improve search query interpretation and intent recognition

SKILLS AND EXPERIENCE

  • Experience with advanced retrieval models such as SPLADE, ColBERT, and other transformer-based architectures for search and ranking.
  • Strong background in NLP techniques, including text preprocessing, tokenization, named entity recognition, and multimodal learning approaches.
  • Performed text extraction from documents
  • Excellent coding skills using Python
  • Experience building machine learning models
  • Tech: Python, SQL, LLMs, Azure

Please only apply if you have specific experience in search technologies, information retrieval or document extraction.