Remote ML Engineer — AI Model Evaluation & Code Review

AuraOne, Inc.; United States; A distancia; USD 83.000 - 165.000; A tiempo parcial

Descripción de la vacante

AuraOne, Inc. is seeking an ML Engineer (MSc/PhD) for a remote AI Model Evaluation track. You will reproduce candidate code outputs, write tests, and explain fixes to help the modeling team target gaps.

In this contractor role, you will grade solutions for correctness and edge cases, document failures, and calibrate against gold-standard reviews to maintain high inter-rater agreement. Remote work is US-eligible.

Formación

• Strong day-job engineering experience reading, running, and debugging unfamiliar code for ML Engineer (MSc/PhD).
• Comfort writing concise unit tests that capture a single failure mode.
• Familiarity with a testing framework (pytest, Jest, JUnit, Go test, RSpec, etc.).
• Clear written reasoning that convinces a senior engineer.
• Reliable async availability for at least 10 hours per week.
• Prior code-review or technical-interview-grading experience is a plus.

Responsabilidades

• Run and reproduce candidate code outputs in a sandboxed environment for ML Engineer (MSc/PhD) — AI Model Evaluation assignments.
• Grade ML 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.

Conocimientos

Code review

Debugging

Unit testing

Software engineering judgment

ML engineering

AI model evaluation

Educación

MSc or PhD in Computer Science/ML

Herramientas

pytest

Jest

JUnit

Go test

RSpec

Descripción del empleo

AuraOne, Inc. is seeking an ML Engineer (MSc/PhD) for a remote AI Model Evaluation track. You will reproduce candidate code outputs, write tests, and explain fixes to help the modeling team target gaps.

In this contractor role, you will grade solutions for correctness and edge cases, document failures, and calibrate against gold-standard reviews to maintain high inter-rater agreement. Remote work is US-eligible.