Remote AI Evaluation Engineer — Civil Code Reviewer

AuraOne Human Data; United States; Remote; USD 102,000 - 146,000; Part time

Job summary

AuraOne, Inc. is seeking a Civil Engineer - AI Evaluation Reviewer for a remote contractor role focused on evaluating production code, debugging traces, and AI outputs for correctness.

You will reproduce failures, write minimal failing tests, and explain fixes so the modeling team can target gaps. Requires strong code-reading, testing, and clear senior-engineering reasoning; remote in the US; 10+ hours weekly expected.

Qualifications

• Strong day-job engineering experience — you can read, run, and debug unfamiliar code for Civil Engineer - AI Evaluation Reviewer work.
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with a testing framework (pytest, Jest, JUnit, Go test, RSpec, or equivalent).

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for Civil Engineer - AI Evaluation Reviewer assignments.
• Grade civil engineer engineering review 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 with severity scores (compile error, runtime crash, off-by-one, security issue).
• 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

Civil Engineer engineering review

Job description

AuraOne, Inc. is seeking a Civil Engineer - AI Evaluation Reviewer for a remote contractor role focused on evaluating production code, debugging traces, and AI outputs for correctness.

You will reproduce failures, write minimal failing tests, and explain fixes so the modeling team can target gaps. Requires strong code-reading, testing, and clear senior-engineering reasoning; remote in the US; 10+ hours weekly expected.