Root Access

60 Root Access Jobs Hiring Near You

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 ...

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

Manhattan, NY ยท On-site

$140 - $190/hr

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 ...

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 ...

Electrical Engineer

Manhattan, NY ยท On-site

$120 - $160/hr

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 ...

Machine Learning Engineer

Manhattan, NY ยท On-site

$150 - $190/hr

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 ...

Electrical Engineer

Manhattan, NY ยท On-site

$100 - $140/hr

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 ...

IT Support Technician

Lemont, IL ยท On-site

$21.75 - $29.75/hr

Security Requirements Access to Client Business Information Systems Computer Protection Program The contractor(s) may have root access to government computers and/or Business Information Systems. The ...

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Root Access Jobs Information

Infographic showing various job openings at Root Access in the United States as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% Physical job distribution.

Machine Learning Engineer

Root Access

New York, NY

Full-time

Re-posted 13 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).