micro1 is contracting professional photographers to annotate and grade video footage of robotic arms performing manipulation tasks. The work applies a trained visual eye — clarity, framing, occlusion, motion artifacts — to judging footage quality and flagging execution discrepancies against a fixed rubric.

Summary, eligibility guidance and screening preparation are prepared by Sidequest from the platform's posting. Check the source listing before applying.

What the work actually involves

You watch recorded sessions of robotic arms doing physical tasks — grasping, placing, pouring, sorting — and annotate them against a grading guideline the customer supplies. Part of the job is labeling what happened in the task: did the grasp succeed, did the object slip, at what frame did the failure begin. The other part is where your photography background earns its keep: assessing whether the footage itself is usable. Blown highlights on a reflective gripper, a camera angle that occludes the contact point, motion blur at the moment of grasp, inconsistent white balance across a session — these degrade training data, and someone has to catch them reliably.

Expect long sessions of repetitive viewing with frame-level scrubbing. Volume matters, but consistency matters more: the value of the dataset comes from every annotator applying the same rule the same way on session 400 as on session 4. You'll submit written observations alongside structured labels, and raise ambiguities to coordinators asynchronously rather than resolving them silently on your own.

What the screen looks for

micro1 runs an AI-led interview. It will press on your actual photographic practice — what you shoot, what gear, how you'd diagnose a specific image problem — and on whether you can hold a rubric steady rather than substituting personal taste. Expect scenario questions where the guideline is ambiguous or seems wrong, and where the honest answer is "flag it, don't improvise." Robotics knowledge is genuinely not required; visual discrimination and procedural discipline are.

Logistics

Contractor engagement, fully remote and asynchronous
Open to candidates in North America, Latin America, Europe, the UK, and Oceania
Observed band of $50–90/hr; rates on this platform vary by project and are not guaranteed
Work is project-based — availability can fluctuate with customer demand
Requires a calibrated display or at minimum a monitor good enough to judge exposure and sharpness, plus stable bandwidth for HD video review

Photographer

What the work actually involves

What the screen looks for

Logistics

Interview prep — 10 questions