Software Engineering Resident
6 days ago
About the Role
Extropic Corp is seeking a highly skilled Software Engineer to join our residency program, focusing on the development of software to design and train thermodynamic models on our hardware.
Key Responsibilities
- Collaborate with senior researchers and engineers to design, develop, and improve our software stack.
- Implement new algorithms to simulate our thermodynamic hardware and optimize its performance.
- Conduct thorough testing and experimentation to evaluate the effectiveness of our thermodynamic models and software solutions.
- Maintain comprehensive documentation of our software stack and provide technical support to researchers.
Required Skills
- Experience with debugging, maintaining, and deploying Python packages.
- Proficiency in scientific Python and strong experience with JAX.
- Experience with version control tooling (e.g., Git) and CI/CD tooling (e.g., GitHub Actions).
- Knowledge of probability and linear algebra.
- Experience with infrastructure for machine learning experimentation and training in parallel/distributed environments (e.g., Slurm, Weights & Biases).
Preferred Qualifications
- History of open-source contributions to machine learning or scientific frameworks.
- Experience with numerical methods (e.g., differential equation solving, Monte Carlo integration, automatic differentiation).
- Strong grasp of computational Bayesian methods, including MCMC sampling methods, variational inference, and energy-based models.
- Publications in ML or computational science venues.
Applicants with partial overlap in these skills are encouraged to apply.
Compensation
The salary range for this position is $75,000 - $150,000 per year, varying with experience.
Equal Opportunity Employer
Extropic Corp is an equal opportunity employer.
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