AI Output Verifier — Remote & Flexible Hours

Outlier; Charleston (SC); Hybrid; USD 17,000 - 25,000; Full time

Benefits offered by this job

Up to $18 USD/hr

Flexible hours

Free access to leading LLMs

Missions surge pricing

Job summary

Outlier is seeking detail-oriented English speakers to review AI-generated media. You will hold live conversations with AI voice models and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule.

At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve.

Qualifications

• Fluent English speaker with strong, clear written communication.
• Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off.
• Nice to have: Pursuing or holding a Bachelor's degree or above.
• Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way.
• Experience writing short, evidence-based explanations or reviews.
• Comfortable making a clear decision when both options have flaws.
• Currently accepting applicants from: Australia, Canada, Ireland, United Kingdom, United States.

Responsibilities

• Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded.
• Comparing pairs of AI-generated images and videos and judging which one better follows the prompt.
• Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video.
• Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard.

Skills

Fluent English

Attention to detail

Education

Bachelor's degree or above

Job description

Outlier is seeking detail-oriented English speakers to review AI-generated media. You will hold live conversations with AI voice models and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule.

At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve.