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JPMorgan Applied AI ML - Senior Associate 
United States, New Jersey, Jersey City 
453915545

21.09.2024

Job responsibilities

  • Learning about and understanding our supported businesses in order to drive practical and successful solutions
  • Choosing, extending and innovating ML strategies for various banking problems
  • Applying ML techniques, such as: Data/text mining, Document analysis and summarization, Applying various NER algorithms, Document visual QA, Image/text classification, Image processing, OCR, Design, pre-train and finetune LLMs
  • Documenting and explaining the rationale and design considerations behind the selection of an ML approach
  • Analyzing and evaluating the ongoing performance of developed model.

Required qualifications, capabilities, and skills

  • 3+ years of experience with Master’s or Bachelor's Degree in an ML-related field
  • Advance knowledge with text-mining, NLP, bag-of-words, word2vec, RNNs, text clustering, or NER
  • Ability to work collaboratively within our team and with other teams to achieve common goals
  • Experience in classical ML techniques including classification, clustering, optimization, cross validation, data wrangling, feature selection, and feature extraction
  • Expertise in image processing, template matching, feature descriptors, or CNNs
  • Knowledge in API development/Fast API