Remote Embodied AI Task Designer — Creative Review

AI Trainer Jobs; United States; Remote; USD 55,000 - 110,000; Part time

Job summary

AI Trainer Jobs is seeking an experienced Embodied AI Task Designer reviewer for a remote contractor track. You will evaluate outputs against professional craft standards, assess constraint adherence, and document corrections to train the modeling team.

The role emphasizes portfolio-ready production experience and tooling fluency. Responsibilities include grading assignments on a structured rubric, flagging tooling issues, and providing clear written reasoning.

Qualifications

• Portfolio or production experience in embodied AI task designer creative review or an adjacent creative discipline for Embodied AI Task Designer work.
• Hands-on familiarity with the standard tooling for the discipline.
• Clear written reasoning that names the craft issue and the standard being applied.

Responsibilities

• Review AI outputs against current embodied AI task designer creative review craft and tooling standards for Embodied AI Task Designer assignments.
• Grade composition, constraint adherence, and production-readiness on a structured rubric.
• Flag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.
• Capture the corrected approach or reference so the modeling team can train on it.

Skills

Creative review

Production-grade craft

Tooling fluency

Asset evaluation

Embodied AI Task Designer

Robotics and physical AI

AI evaluation

Rubric writing

Expert review

Job description

AI Trainer Jobs is seeking an experienced Embodied AI Task Designer reviewer for a remote contractor track. You will evaluate outputs against professional craft standards, assess constraint adherence, and document corrections to train the modeling team.

The role emphasizes portfolio-ready production experience and tooling fluency. Responsibilities include grading assignments on a structured rubric, flagging tooling issues, and providing clear written reasoning.