Remote Code Review & Evaluation Specialist for AI Outputs

AuraOne; United States; On-site; USD 55,104 - 110,208; Full time

Job summary

AuraOne is seeking a Software Engineering Evaluation Specialist for a remote, contractor role in the United States. You will run and reproduce candidate code, grade outputs for correctness and edge cases, and write minimal failing tests to expose model gaps.

You will compare paired solutions with rationale and document recurring issues for targeted improvements. Ideal candidates have strong engineering experience, are comfortable crafting concise unit tests, and can articulate clear reasoning to

Qualifications

• Strong day-job engineering experience — you can read, run, and debug unfamiliar code for Software Engineering Evaluation Specialist work.
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with at least one of: pytest, Jest, JUnit, Go test, RSpec, or equivalent.
• Clear written reasoning — your review note has to convince another senior engineer.

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for assignments.
• Grade software engineering evaluation solutions for correctness, complexity, idiomatic 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 judgment

Software Engineering Evaluation

Tools

pytest

Jest

JUnit

Go test

RSpec

Job description

AuraOne is seeking a Software Engineering Evaluation Specialist for a remote, contractor role in the United States. You will run and reproduce candidate code, grade outputs for correctness and edge cases, and write minimal failing tests to expose model gaps.

You will compare paired solutions with rationale and document recurring issues for targeted improvements. Ideal candidates have strong engineering experience, are comfortable crafting concise unit tests, and can articulate clear reasoning to