About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software ...
Root Access
8 jobs near Columbus, OH
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software ...
PhD Fellowship
$126K/yr
Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software, and machine ...
PhD Fellowship
$126K/yr
Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software, and machine ...
Machine Learning Engineer
New York, NY · On-site
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software ...
Machine Learning Engineer
New York, NY · On-site
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software ...
Help create and refine the Root Access brand voice across all media * Produce high-quality videos, technical explainers, documentaries, interviews, demos, and short-form content * Create graphics ...
Help create and refine the Root Access brand voice across all media * Produce high-quality videos, technical explainers, documentaries, interviews, demos, and short-form content * Create graphics ...
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top hardware investors. Our team is a passionate mix of engineers across electrical, firmware ...
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top hardware investors. Our team is a passionate mix of engineers across electrical, firmware ...
PhD Fellowship
New York, NY · On-site
$126K/yr
Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software, and machine ...
PhD Fellowship
New York, NY · On-site
$126K/yr
Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software, and machine ...
Head of Media and Marketing
New York, NY · On-site
Help create and refine the Root Access brand voice across all media * Produce high-quality videos, technical explainers, documentaries, interviews, demos, and short-form content * Create graphics ...
Head of Media and Marketing
New York, NY · On-site
Help create and refine the Root Access brand voice across all media * Produce high-quality videos, technical explainers, documentaries, interviews, demos, and short-form content * Create graphics ...
Electronics Engineer
New York, NY · On-site
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top hardware investors. Our team is a passionate mix of engineers across electrical, firmware ...
Electronics Engineer
New York, NY · On-site
About the company Root Access is a frontier electronics company. We are a NYC-based startup funded by top hardware investors. Our team is a passionate mix of engineers across electrical, firmware ...
Full-time
Re-posted 22 days ago
Job description
About the company
Root Access is a frontier electronics company. We are a NYC-based startup funded by top investors. Our team is a passionate mix of engineers across electrical, firmware, software, and machine learning.
Core Responsibilities
Architect Physics Foundation Models: Design and train deep learning models.
Build the ECAD Data Pipeline: Develop high-performance asset pipelines to convert geometric, discrete, and multi-layer PCB files (ODB++, IPC-2581, STEP, Gerber) into continuous space data.
Multi-Modal Architecture Integration: Collaborate on connecting upstream Graph Neural Networks (GNNs) or LLMs mapping schematic topologies to downstream spatial physics engines.
Optimize for Real-Time Execution: Optimize training and inference pipelines on GPU clusters.
Required Technical Skills & Qualifications
Education: Master's or Ph.D. in Computer Science, Mathematics, EE, Physics, or a related quantitative field with a focus on Scientific Machine Learning (SciML).
Deep Learning Frameworks: 4+ years of expert-level experience with PyTorch or JAX.
SciML Expertise: Direct, hands-on experience building and training PINNs, FNOs, etc.
Mathematical Depth: Exceptional understanding of partial differential equations (PDEs), vector calculus, automatic differentiation (autograd), and numerical optimization algorithms (Adam, L-BFGS).
Data Pipelines: Strong proficiency in manipulating spatial or geometric datasets using Python libraries (NumPy, SciPy, Shapely, Open3D, or custom voxelization matrices).