Remote ML Evaluation Scientist - AI Review

AuraOne, Inc.; United States; Remote; USD 83,000 - 124,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Machine Learning Applied Scientist — AI Evaluation (MSc or PhD) to review AI outputs within our operations workflows.

You will assess tone, policy adherence, and stakeholder fit using a structured rubric to flag risks and dictate the right next steps for the modeling team. The role emphasizes strong written reasoning, attention to detail, and reliability with at least 10 hours per week, all on a contractor basis.

Qualifications

• Direct working experience in applied scientists machine learning specialist operations on real teams.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.

Responsibilities

• Review AI outputs against current workflows, playbooks, and firm policy.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or guidance.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Applied Scientist Ops

Policy Adherence

Workflow Judgment

Stakeholder Communication

AS ML Ops

Education

MSc/PhD in a relevant field

Job description

AuraOne, Inc. is seeking a remote Machine Learning Applied Scientist — AI Evaluation (MSc or PhD) to review AI outputs within our operations workflows.

You will assess tone, policy adherence, and stakeholder fit using a structured rubric to flag risks and dictate the right next steps for the modeling team. The role emphasizes strong written reasoning, attention to detail, and reliability with at least 10 hours per week, all on a contractor basis.