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JPMorgan Quantum-Inspired - Summer Analyst 
United States, New York, New York 
637441355

14.09.2024

Job Responsibilities:

  • Solve problems innovatively with a passion for advancing the state of the art of quantum-inspired algorithms.
  • Advance the field of quantum-inspired and randomized algorithms and their applications to optimization, machine learning and financial use cases.
  • Implement the developed algorithms in performant software.
  • Contribute to JPMC’s IP by pursuing necessary protections of generated IP.

Required qualifications, capabilities, and skills

  • 1+ years of experience with quantum-inspired algorithms. Enrolled in Bachelor’s program in math, science, engineering, computer science or related fields.
  • Demonstrated research ability in quantum-inspired algorithms or related fields
  • Experience in scientific technical writing.
  • Proficiency in Python or C/C++.
  • Experience developing performant codes.
  • Strong communication skills and the ability to present findings to a non-technical audience.

Preferred qualifications, capabilities, and skills

  • Experience in Randomized algorithms for big-data matrix operations for machine learning (e.g., matrix sketching techniques of least-square regression, locality sensitive hashing techniques for clustering etc).
  • Experience in Randomized algorithms for accelerating optimization (e.g., randomized stochastic gradient descent methods).
  • Experience in Tensor networks for machine learning and discrete optimization.
  • Experience in Marko Chain Monte Carlo or Path Integral Monte-Carlo techniques for discrete Ising solver type optimization
  • Experience in accelerating continuous optimization using Nesterov or related acceleration techniques.
  • Experience in High-performance computing (e.g., MPI, experience running computational tasks on 100+ nodes).