---
title: "Build local models and runtimes.Build local models and runtimes."
description: "Fermion Research develops ternary QAT methods, packed model formats, and local inference runtimes. Open roles in inference systems, training, and evaluation."
canonical: "https://www.fermionresearch.com/careers/"
source: "Fermion Research"
---

# Build local models and runtimes.

Fermion Research develops ternary QAT methods, model formats, evaluation systems, and the local runtime that serves Neutrino models. Teams are small and own complete systems.

![Copper fibers being drawn through precise champagne ceramic guides](https://www.fermionresearch.com/images/backgrounds/site-careers-craft.webp)

Work arrangement

Remote-friendly, with team overlap agreed by role.

Employment

Full-time technical roles.

Application

Send relevant work, code, papers, or shipped systems.

Interview focus

Technical judgment, prior work, and collaboration.

## Open roles

Full time · Remote-friendly · Systems

## Member of Technical Staff, Inference Systems

Optimize single-stream decode across CUDA, Metal, ARM, and x86 while preserving output identity across backends.

Full time · Remote-friendly · Research engineering

## Member of Technical Staff, Training

Develop QAT methods that let projection weights adapt to the representation used by the shipping runtime.

Full time · Remote-friendly · Evaluation

## Member of Technical Staff, Evaluation

Build the infrastructure behind every published number: the accuracy batteries, the decode-rate rigs, and the token-for-token verification that gates each release.

![A precise sandstone arc embedded in a tactile material field](https://www.fermionresearch.com/images/backgrounds/sandstone-arc.webp)

Work spans training, model formats, evaluation, and inference runtimes.

## Apply

Send what you have built to [careers@fermionresearch.com](mailto:careers@fermionresearch.com)

Include a short note about the work you want to do and links to the most relevant things you have built, published, or shipped.

Source: [https://www.fermionresearch.com/careers/](https://www.fermionresearch.com/careers/)