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Machine Learning Engineer at Root Access - ApplyBlast

Machine Learning Engineer

Root Access

3 months ago

3.5 on Glassdoor

New York City, United States

Onsite

Full Time

Senior

2 applicants

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About this role

A Senior Research Scientist at Root Access designs and trains deep learning models to solve complex physics equations directly within neural networks. The role involves building high-performance data pipelines for electronic design automation, calibrating simulation-to-reality gaps using physical lab measurements, and optimizing inference for real-time execution on GPU clusters.

Responsibilities

Architect and train deep learning models to solve Maxwell's and Helmholtz equations
Develop high-performance asset pipelines converting PCB files into tensor grids
Implement differentiable physics calibration pipelines using VNA and EMI scan data
Integrate Graph Neural Networks with spatial physics engines for schematic mapping
Optimize training and inference pipelines on GPU clusters for sub-100ms execution

Skills

Qualifications

Master's in Computer SciencePh.D. in MathematicsPh.D. in Electrical EngineeringPh.D. in Physics

About Root Access

rootaccess.ai

Company Size

1-10 employees

Founded

2025

View Profile

Root Access is America's Frontier Electronics Company, focused on designing, validating, and manufacturing cutting-edge electronic components for UAVs, robotics, and other advanced applications. Their product lineup includes power telemetry modules, ESC controllers, LiDAR modules, GPS modules, and flight controllers, all made in the USA and NDAA compliant. They also offer custom component design and manufacturing services with a price-match guarantee.