SWE Agent Workflow Reviewer

AI Trainer Jobs; United States; Remote; USD 152,000 - 207,000; Full time

Job summary

AI Trainer Jobs is seeking a SWE Agent Workflow Reviewer for a remote independent contractor role. You will reproduce failures, write the unit tests the model should have written, and explain fixes so the modeling team can target the gap.

Engineering model quality hinges on code compiling, tests passing, and edge cases handled in sandboxed environments. AuraOne pairs experienced engineers with the modeling team to grade outputs the way a code reviewer would, judging generated code and software

Qualifications

• Strong engineering experience to read, run, and debug unfamiliar code.
• Ability to write concise unit tests capturing a single failure mode.
• Experience with a testing framework such as pytest, Jest, JUnit, Go test, or 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 SWE agent workflow solutions for correctness, style, and edge-case handling.
• Write the smallest failing tests that demonstrate a bug.
• Compare paired solutions and rank them with a written rubric-based rationale.
• Triage security issues and document the patch the model should have produced.

Skills

Code review

Debugging

Unit testing

Software testing

Async availability

Open-source contributions

Clear written reasoning

Tools

pytest

Jest

JUnit

Go test

RSpec

Job description

SWE Agent Workflow Reviewer is a remote engineering review track for evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards. Reviewers reproduce failures, write the unit test the model should have written, and explain the fix so the modeling team can target the gap.

Category: Coding, SWE & Agent Evaluation · Pay: $130 / hr · Location: Remote — US-eligible · Contractor

SWE Agent Workflow Reviewer is a remote engineering review track for evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards.

About the role

SWE Agent Workflow Reviewer is a remote engineering review track for evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards. Reviewers reproduce failures, write the unit test the model should have written, and explain the fix so the modeling team can target the gap.
Engineering model quality lives or dies on whether the generated code actually compiles, passes tests, and handles edge cases. AuraOne pairs experienced engineers with the modeling team to grade outputs the way a code reviewer would.
Judge generated code and software engineering agents. Read their debugging traces.

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for SWE Agent Workflow Reviewer assignments.
• Grade swe agent workflow 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.

Role details

Track Code review & evaluation Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Strong day-job engineering experience — you can read, run, and debug unfamiliar code for SWE Agent Workflow Reviewer work.
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with a testing framework. pytest, Jest, or JUnit. Go test, RSpec, or whatever you use.
• Clear written reasoning — your review note has to convince another senior engineer.
• Reliable async availability for at least 10 hours per week.
• Prior code-review or technical-interview-grading experience is a plus.

Example tasks

• Reproduce a generated engineering solution to a coding task, run the test suite, and grade it.
• Write the smallest failing test that demonstrates a model's edge-case bug.
• Compare two paired solutions and rank them with a written rationale tied to the rubric.
• Triage a security issue surfaced by a model and document the patch the model should have produced.

Useful experience

• Open-source contributions or a public portfolio that demonstrates production-quality code.
• Experience with the target language's standard tooling, linters, and idiomatic style guides.
• Familiarity with security-review checklists (OWASP, CWE) and AppSec patterns.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor, with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Code review
• Debugging
• Unit testing
• Software engineering judgment
• SWE Agent Workflow engineering review
• Software testing
• Agent evaluation
• Agent