Remote ML Code Reviewer & QA Engineer (Contractor)

AuraOne, Inc.; United States; Remote; USD 83,000 - 165,000; Full time

Job summary

AuraOne, Inc. seeks a remote ML Engineer (MSc or PhD) for an engineering review track evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards.

You'll reproduce failures, write minimal failing tests, and explain fixes so the modeling team can target gaps. Strong debugging, unit testing, and code-review skills are required; US work authorization is mandatory.

Qualifications

• Strong day-job engineering experience—read, run, and debug unfamiliar code for ML Engineer work.
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with a testing framework (pytest, Jest, JUnit, Go test, RSpec).
• Clear written reasoning to convince a senior engineer.
• Reliable async availability 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.
• Grade ml engineering solutions for correctness, style, and edge-case handling.
• Write minimal failing tests that demonstrate a model bug.
• Compare paired solutions with a ranked rationale tied to the rubric.
• Tag failure modes with severity scores.
• Document recurring code-generation failures for the modeling team.
• Calibrate reviews to keep inter-rater agreement above target.

Skills

Code review

Debugging

Unit testing

Software engineering judgment

ML engineering

AI model evaluation

Education

MSc or PhD in CS/ML

Tools

pytest

Jest

JUnit

Job description

AuraOne, Inc. seeks a remote ML Engineer (MSc or PhD) for an engineering review track evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards.

You'll reproduce failures, write minimal failing tests, and explain fixes so the modeling team can target gaps. Strong debugging, unit testing, and code-review skills are required; US work authorization is mandatory.