Generalist

What You'll Do10

• Take original, unedited photos of busy real-world scenes, mainly outdoors, such as streets, parking lots, building facades, parks, and markets.
• Write 3–5 counting prompts for each image that require reasoning, using conditional filters, purpose-based criteria, spatial relationships, comparisons between similar objects, or answers of zero.
• Make each prompt precise enough to have one correct answer that 9 out of 10 people would agree on without debate.
• Check and record the answer to each prompt.
• Mask every counted object in an annotation tool so reviewers can verify the count object by object.
• Choose image and prompt sets designed to expose cases where the model gets the count wrong.
• Follow project guidelines, watch the onboarding call, pass the onboarding quiz, and submit one qualifying task with an outdoor photo.
• Review and address feedback when a task is returned for edits.
• Flag unclear guidelines rather than guessing.
• Strong reviewers may move on to reviewing other contributors’ tasks as the project develops.

Requirements7

• Have a phone or camera and access to busy real-world scenes that you can photograph yourself.
• Submit original, unedited photos; stock, social media, AI-generated, and edited images are not accepted.
• Write clear, precise prompts that avoid vague terms such as “closest” and disputed color descriptions.
• Count dozens of objects with care and verify each answer.
• Be comfortable with repetitive checking and responding to reviewer feedback.
• Complete the assessment attached to the listing to be considered.
• After onboarding, pass the quiz and submit an approved qualifying task that uses an outdoor photo before claiming additional tasks.

Who Should Apply

Candidates with access to busy outdoor scenes, a camera or phone, and the patience to count and annotate many objects will fit the work. Your photos and prompt quality matter more than your background.

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