AI Optimization Engineer (Remote)

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About us:

Mythic has developed a unified hardware and software platform featuring its unique Mythic Analog Compute Engine (Mythic ACE™) to deliver revolutionary power, cost, and performance that shatters digital barriers preventing AI innovation at the edge. The Mythic Analog Matrix Processor (Mythic AMP™) makes it much easier and more affordable to deploy powerful AI solutions, from the data center to the edge device. The company has raised over $165.2 million to date, has over 120 employees, and has offices in Redwood City, CA, and Austin, TX.


About the role:

Mythic’s AI hardware combines knowledge across many domains, including AI, compilers, and chip design. Mythic will enable the future of AI by building analog-compute hardware platforms that are 100-1000x more efficient than conventional all-digital systems. This vision comes together on the AI Engineering team, where our expertise is used to develop AI algorithms and models which are optimized for our hardware, as well as to provide guidance to Mythic’s hardware and compiler teams who are building our hardware and compiler platforms. If living at the intersection of AI and hardware sounds exciting to you, this role is for you. 


The AI Engineering team significantly impacts Mythic by:

• Developing quantization and robustness AI retraining tools

• Co-design new features with our compiler team that leverage the adaptability of neural networks to maximize speed & efficiency

• Developing new neural networks that are optimized for our hardware products

• Interfacing with internal and external customers to meet their development needs


This 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 do:

  • Take on critical needs of the product and impact the tool flow on 3-6 month time horizons.
  • Develop new improvements for Mythic's Analog-Aware Training algorithms (e.g., robustness to quantization, noise, and other non-idealities).
  • Develop new algorithms to make models more efficient (e.g., automatic pruning and compression)
  • Develop new algorithms to make model development faster (e.g., optimizers, automation)
  • Coordinate with the AI Silicon Engineering team to find the best on-chip circuit configurations
  • Stay up-to-date on literature for neural network training algorithms

Here's the background we hope you have:

  • Strong software engineering skills
  • PhD or 3+ years of industry algorithm development experience for machine learning
  • Comprehensive understanding and intuition of neural network algorithms and architectures
  • Experience with Python and standard numeric/scientific libraries
  • Fluency with PyTorch
  • Strong communication skills, both written and spoken, for large and small audiences
  • At least one high-quality, peer-reviewed publication in machine learning

The following would be nice to have, but is not required:

  • Experience working at startups
  • Published code portfolio
  • Experience working with applied optimization and/or statistical learning

#LI-Remote 

#EdgeComputing

#artificialintelligence

#DeepLearning


For Colorado Only: Minimum salary of $113,000 + equity + benefits. Disclosure as required by sb19-085 (8-5-201) of the minimum salary.





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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Candidate Location Eligibility:
Austin, TX
San Francisco, CA

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