Associate Forward Deployed Engineer

AuraOne, Inc.; United States; On-site; USD 55,000 - 110,000; Full time

Benefits offered by this job

Remote work (US-eligible)

Job summary

AuraOne, Inc. is seeking an Associate Forward Deployed Engineer for remote assessment of production code and AI outputs. You will reproduce candidate solutions in a sandbox, grade results against a rubric, and write minimal failing tests to expose edge cases.

You should demonstrate strong engineering judgment, be able to read and debug unfamiliar code, and maintain clear, persuasive notes for senior engineers. This is a contractor role with US-eligibility.

Qualifications

• Strong day-job engineering experience; you can read, run, and debug unfamiliar code.
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with a testing framework: 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 forward deployed engineer solutions for correctness, style, and edge-case handling.
• Write the smallest failing test that demonstrates a bug.
• Compare paired solutions and provide a written rationale tied to the rubric.
• Tag failure modes with severity scores.
• Document recurring code-generation failures for the modeling team.
• Calibrate reviews to maintain high inter-rater agreement.

Skills

Code review

Debugging

Unit testing

Engineering judgment

Forward Deployed Engineer

Tools

pytest

Jest

JUnit

Go test

RSpec

Job description

Associate Forward Deployed 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.

Why this role matters

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.

Responsibilities

• Run and reproduce candidate code outputs in a sandboxed environment for Associate Forward Deployed Engineer assignments.
• Grade forward deployed 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 (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.

Qualifications

• Strong day-job engineering experience — you can read, run, and debug unfamiliar code for Associate Forward Deployed 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.

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.

Nice to have

• 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.

Skills

• Code review
• Debugging
• Unit testing
• Software engineering judgment
• Forward Deployed Engineer engineering review

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Application process

Apply through AuraOne's specialist intake for role-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.

Strong day-job engineering experience — you can read, run, and debug unfamiliar code for Associate Forward Deployed 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.