Software Engineering Intern

2 weeks ago


San Francisco, California, United States Extropic Corp Full time

Position Overview

Extropic Corp is seeking a Software Engineering Resident with a focus on research and development to participate in our innovative residency program. Our advanced hardware significantly enhances specific types of probabilistic inference, and residents will play a crucial role in developing the software necessary for designing these thermodynamic models and engineering their training processes.

Key Responsibilities
  • Work collaboratively with experienced researchers and engineers to enhance and refine our software infrastructure.
  • Develop and implement new algorithms aimed at simulating our thermodynamic hardware.
  • Perform tests and experiments to assess the performance of our thermodynamic models and various software solutions.
  • Ensure thorough documentation of our software systems and provide internal support and troubleshooting for researchers.
Essential Qualifications
  • Proficiency in debugging, maintaining, and deploying Python packages.
  • Experience with scientific computing in Python.
  • Strong expertise in JAX.
  • Familiarity with version control systems (e.g., git) and continuous integration/continuous deployment tools (e.g., GitHub actions).
  • Ability to write and design software documentation, deploying it with standard tools (e.g., Sphinx and Read the Docs).
  • Understanding of probability theory and linear algebra.
  • Experience with infrastructure for machine learning experimentation and parallel/distributed training environments (e.g., Slurm, Weights & Biases, etc.).
Desirable Qualifications
  • Track record of contributions to open-source machine learning or scientific frameworks.
  • Experience with numerical methods (e.g., solving differential equations, Monte Carlo integration, automatic differentiation, etc.).
  • Strong understanding of computational Bayesian methods, including MCMC sampling, variational inference, and energy-based models.
  • Publications in machine learning or computational science conferences or journals.

We recognize that few candidates will possess all of these skills, so we encourage individuals with partial qualifications to consider applying.

Salary range: $75,000 - $150,000 annually, commensurate with experience.

Extropic Corp is an equal opportunity employer.



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