Mechanical Engineer Job at AuraOne Human Data, Remote

  • AuraOne Human Data
  • Remote

Job Description

Mechanical 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 Mechanical Engineer assignments.
  • Grade mechanical 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 Mechanical 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
  • Mechanical Engineer engineering review

Work model

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

Compensation

$125 / hr

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.

Job Tags

Remote job, For contractors, 10 hours per week

Similar Jobs

Holy Hands Enterprises LLC

Certified Home Health Aide Job at Holy Hands Enterprises LLC

Job Description Job Description Elderly or disabled community Assist with Activities of Daily Living, medication reminders, running errands, light cleaning ( client area only), social interaction, companionship, and other functions as assigned within scope of practice...

Drybar Shops

Cosmetologist / Hair Stylist Job at Drybar Shops

 ...leadership roles are filled with internal promotions . Drybar Hair Stylists / Cosmetologists Also Enjoy These Perks: Hourly...  ...love to connect with you! Do you work at a full service hair salon, barber shop, or spa? No problem! We would love to connect with... 

State of Illinois

ASSOCIATE MEDICAL DIRECTOR Job at State of Illinois

 ...Code: Wholly Professional, Gubernatorial (Management Bill) Exclusion from Collective...  ...Psychiatrist to serve as an Associate Medical Director for the Elgin Mental Health Center. The...  ...hours, weekends and holidays in case of emergency. This position has been found to meet... 

Geisinger

Medical Laboratory Technician Job at Geisinger

 ...that position. Position Details This is a union position Education Qualification and Details Medical Laboratory Technician: ~ Associate degree in a laboratory science with certification (or eligible new graduate) from an accredited institution as a... 

Planned Parenthood of Metropolitan Washington, DC, Inc.

Spill The Tea Ambassador Job at Planned Parenthood of Metropolitan Washington, DC, Inc.

 ...Planned Parenthood of Metropolitan Washington, DC (PPMW)was founded on the visionary idea that access to sexual and reproductive health care could transform peoples lives. For over 80 years, PPMW has provided high quality, supportive reproductive medical care for families...