Senior Software Engineer (Python)

Company: Mythic
Location: San Francisco, California, United States
Type: Full-time
Posted: 20.FEB.2021
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Summary

About us:Mythic's platform delivers the power of desktop GPU in a single low-power chip, supporting inference for large deep neural networks...

Description

About us:Mythic's platform delivers the power of desktop GPU in a single low-power chip, supporting inference for large deep neural networks. Mythic's technology is based upon an entirely new hybrid digital/analog flash calculation using 8-bit non-volatile memory arrays which has been under development since 2012. This step change in performance brings in a range of new applications in a broad array of verticals, including safety and security, autonomous vehicles, VR/AR, robotics and media. Mythic is a fast-growing company with 100+ employees, $90M in funding from top tier investors, and >$1M NRE revenue from two existing customer accounts. Mythic's investors include Softbank, DFJ, Lux Capital, and Data Collective.About the role:Mythic is enabling the future of AI by building an analog-compute hardware platform that is x more efficient than conventional all-digital systems. Mythic's AI hardware combines knowledge across many domains, including AI, compilers, and chip design. This vision comes together in the AI Engineering team, where our expertise is used to develop AI algorithms and models that are optimized for our hardware, as well as to provide guidance to Mythic's hardware and compiler teams.The AI Engineering team significantly impacts Mythic by:• Developing quantization and robustness AI retraining tools• Investigating new features for our compiler that leverage the adaptability of neural networks• Developing new neural networks that are optimized for our hardware products• Interfacing with internal and external customers to meet their development needsThis role is not location specific. However, candidates will be expected to keeping working hours in line with either Pacific or Central Time.Here's what you will doDevelop Mythic's software toolchain into a high-quality productIncorporate feedback from internal and external customersDevelop features and functionality to enable the codesign of neural networks and Mythic's hardwareContribute to code refactoring, testing, documentation, and other software engineering practicesStay up-to-date with literature for neural network development frameworksHere's the background we hope you have5+ years of software experience in a production environment3+ years of Python experienceExperience working on complex problems with algorithm-heavy codeBachelor's degree in Computer Science or related fieldHands-on experience with standard CI/CD toolsCommitment to quality and engineering excellenceExperience working directly with internal and/or external customersStrong communication skills, both written and spokenThe following would be nice to have, but is not requiredMS/PhD in Computer ScienceFamiliarity with modern Computer VisionExperience with neural network applicationsExperience with PyTorch, ONNX and standard numeric/scientific librariesContributions to open-source software>#LI-Remote At Mythic, we pride ourselves in creating a culture where all employees feel valued and appreciated for the diverse perspectives and backgrounds they bring to the team. We aim to hire smart people, give them the resources they need to do their job well, and then leave the rest up to them. We celebrate individual differences and encourage people to be comfortable bringing their authentic selves to work. At the end of the day, we are committed to building a diverse workforce where everyone belongs.Mythic is an equal opportunity and affirmative action employer. It ensures equal employment opportunity without discrimination or harassment based on race, color, religion, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity or expression, age, disability, national origin, marital or domestic/civil partnership status, genetic information, citizenship status, veteran status, or any other characteristic protected by law.We look forward to reviewing your application!

 
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