Senior Full Stack Engineer is a remote engineering review track for evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards.
ContractorRemote — US-eligibleHourly rate confirmed after the interview process.
Senior Full Stack Engineer 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 Senior Full Stack Engineer assignments.
Grade full-stack 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.
What you should bring
Strong day-job engineering experience — you can read, run, and debug unfamiliar code for Senior Full Stack Engineer 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.
Role signals
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
Full-stack engineering
Application process
Submitting this form sends your application directly to the recruiting team for this specialist cohort.
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