AI/ML Code Review Engineer — Internal Platforms (Remote)

AuraOne, Inc.; United States; Remote; USD 55,000 - 110,000; Part time

Job summary

AuraOne, Inc. is seeking an AI/ML Engineer, Internal Platforms to review production code, reproduce failures, and write minimal failing tests. You will grade solutions for correctness, style, and edge-case handling in a remote contractor role.

Ideal candidates read, run, and debug unfamiliar code, craft concise unit tests, and provide clear reasoning to convince senior engineers. Availability of at least 10 hours per week is expected; prior code-review or technical-interview-grading experience

Qualifications

• Candidates must be able to read, run, and debug unfamiliar code.
• Ability to write concise unit tests capturing a single failure mode.
• Clear written reasoning that convinces senior engineers.
• Experience with AI/ML engineering review or code-review processes.

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for AI/ML Engineer, Internal Platforms assignments.
• Grade ml engineering 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

ML engineering

AI model evaluation

Tools

pytest

Jest

JUnit

Go test

RSpec

Job description

AuraOne, Inc. is seeking an AI/ML Engineer, Internal Platforms to review production code, reproduce failures, and write minimal failing tests. You will grade solutions for correctness, style, and edge-case handling in a remote contractor role.

Ideal candidates read, run, and debug unfamiliar code, craft concise unit tests, and provide clear reasoning to convince senior engineers. Availability of at least 10 hours per week is expected; prior code-review or technical-interview-grading experience