Remote AI Code-Review Engineer — Embedded Systems

AuraOne, Inc.; United States; Remote; USD 138,000 - 165,000; Full time

Job summary

AuraOne, Inc. is seeking a remote contractor to act as Software & Firmware Engineering Experts — AI Code Evaluation. You will reproduce model outputs, write minimal tests, and document fixes to guide model improvements.

You will grade embedded code solutions for correctness and edge-case handling, with a focus on clear reasoning to persuade senior engineers. Requires reliable weekly availability and strong testing skills.

Qualifications

• Proven ability to read, run, and debug unfamiliar code.
• Clear written reasoning in reviews to convince other senior engineers.
• Experience with a testing framework (pytest, Jest, JUnit, etc.).
• Available for at least 10 hours per week.
• Prior code-review or technical-interview-grading experience is a plus.

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for assignments.
• Grade embedded systems solutions for correctness, style, and edge-case handling.
• Write minimal failing tests that demonstrate the bug a model output missed.
• Compare paired solutions and rank them with a written rationale tied to the rubric.
• Tag failure modes (compile error, runtime crash, off-by-one, security issue) with severity scores.
• Document recurring code-generation failures so the modeling team can target them.
• Calibrate against gold-standard reviews to keep inter-rater agreement above target.

Skills

Code review

Debugging

Unit testing

Software engineering judgment

Embedded systems

Tools

pytest

Jest

JUnit

Go test

RSpec

Job description

AuraOne, Inc. is seeking a remote contractor to act as Software & Firmware Engineering Experts — AI Code Evaluation. You will reproduce model outputs, write minimal tests, and document fixes to guide model improvements.

You will grade embedded code solutions for correctness and edge-case handling, with a focus on clear reasoning to persuade senior engineers. Requires reliable weekly availability and strong testing skills.