PostBAC Research Fellow

4 days ago


Los Angeles, California, United States Caltech (California) Full time
Job Summary

Caltech is a world-renowned science and engineering institute that fosters innovation and collaboration among its faculty and staff. We are seeking a highly motivated post-baccalaureate research fellow to join our interdisciplinary team of scientists and engineers.

Key Responsibilities
  • Participate in the development and deployment of machine learning applications to accelerate science discoveries in multimessenger astronomy.
  • Focus on data from the Zwicky Transient Facility (ZTF) and the search for optical counterparts to gravitational wave events detected by LIGO during the upcoming O4 run.
  • Collaborate with the A3D3 MMA group to work on various techniques, including the search for EM counterparts to GW events detected by LIGO.
  • Participate in regular A3D3 and ZTF group meetings.
  • Conduct coding tasks related to reinforcement learning and porting existing ML/DL algorithms to hardware accelerators, such as FPGAs.
  • Develop emulators for models simulating kilonovae and possibly black hole mergers in accretion disks.
  • Produce written reports of results.
Requirements
  • Bachelor's degree in Physics, Astronomy, or a related science.
  • Ability to travel.
What We Offer

Caltech is committed to fostering a diverse and inclusive community. We offer a competitive salary and benefits package, as well as opportunities for professional growth and development.



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