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JPMorgan Applied AI ML- Vice President 
United States, New York, New York 
530239312

26.06.2024

Job Responsibilities

  • Develop state-of-the art machine learning models to solve real-world problems and apply it to tasks such as NLP, speech recognition and analytics, or recommendation systems
  • Choosing, extending, and innovating ML strategies for various banking problems
  • Analyzing and evaluating the ongoing performance of developed models
  • Collaborate with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production
  • Learning about and understanding our supported businesses in order to drive practical and successful solutions

Required qualifications, capabilities, and skills

  • MS with 7+ years, or PhD with 4+ years of hand-on industry experience in Machine Learning.
  • Good understanding of the latest advancement of NLP concepts, such as the transformer architecture and knowledge distillation.
  • Experience in classical ML techniques including classification, clustering, optimization, cross validation, data wrangling, feature selection, and feature extraction
  • Ability to design experiments — establish strong baselines, choose meaningful metrics, and evaluate model performance rigorously
  • Scientific thinking with the ability to invent and to work both independently and in highly collaborative team environments
  • Solid written and spoken communication skills

Preferred qualifications, capabilities, and skills

  • 5 years of hands-on experience with virtual assistant model development and optimization
  • Familiarity with continuous integration models and unit test development
  • Experience with A/B experimentation and data/metric-driven product development