Research Engineer - Brain Computer Interface Models
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About the role
As a Research Engineer - Brain Computer Interface Models , you will be a core contributor to Zyphra's BCI work, building the next generation of open-source EEG and brain-computer interface models. You will be involved across the full model lifecycle, from data collection and preprocessing to designing novel architectures and training methodologies. You'll Work Across: Large-scale EEG model training runs and evaluation Architecture and training methodology ablations and innovations Dataset collection and preprocessing for EEG and other BCI modalities Performance optimization of the training stack Integration of models into real-world BCI applications What We're Looking For / Requirements: Organized, methodical researcher who can take ownership of a project component, communicate their process clearly, and deliver a working module Excellent communication and collaboration skills, with clean and concise coding practices Strong implementation and prototyping skills, with comfort working across both research and engineering at scale Ability to learn new domains quickly, orient oneself in the academic literature, and implement new ideas, creatively borrowing concepts from other modalities and applying them to EEG domain Interest in neural data such as EEG, MEG, fMRI as well as building foundation models in a much less explored space Proficiency with PyTorch and Python Qualifications / Additional Skills: Experience with VAEs, GANs, diffusion models, and contrastive learning Familiarity with signal processing (especially for EEG) and time-series analysis Experience training on large-scale (multi-node) GPU clusters Experience contributing to large existing codebases and ramping up quickly Previously published machine learning research in well-respected venues Why Work at Zyphra: Our research methodology is grounded in methodical, step-by-step approaches to ambitious goals. Both deep research and engineering excellence are equally valued We strongly value new and crazy ideas and are very willing to bet big on new ideas We move as quickly as we can; we aim to minimize the bar to impact as low as possible We all enjoy what we do and love discussing AI Benefits and Perks: Comprehensive medical, dental, vision, and FSA plans Competitive compensation and 401(k) plan Relocation and immigration support on a case-by-case basis In-office snacks and meals provided Unlimited PTO and company holidays In-person team in San Francisco with a collaborative, high-energy environment
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Additional Information
Zyphra is an artificial intelligence company based in San Francisco, California.
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