Description review

AI Facial Data Collection Associate (Siblings)

micro1 · Remote · back to the listing

HR standards

40/100

poor

Title ↔ description

73/100

solid

Reads as

Unclear

no confident match

What the listing never says

  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Role Title: AI Facial Data Collection Associate (Siblings)

Role Type: Contractor

Location: Remote

micro1 is engaging AI Facial Data Collection Associates to contribute to an impactful AI project for a leading customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This engagement welcomes siblings to participate together, helping to provide diverse biometric data that strengthens the accuracy and capabilities of AI facial recognition systems.

Scope of Work

• Submit high-quality and unedited selfies (30) and video recordings (10) of yourself through the past 5 years1 .

• Remove possible filters and edits from pictures/videos taken in the last 5 years2 .

• Follow the instructions carefully.

• Report any issues and follow feedback to improve future submissions.

Preferred Qualifications

• Must have clear selfies and videos ready to submit, captured with a smartphone or camera.

• Able to follow instructions and pay attention to detail.

• Comfortable working independently and reporting any issues if they arise.

• Both siblings must each submit their own separate application through this same process; onboarding cannot occur until both applications are completed.

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 20 points (from 60 before penalties). Reviewed 21 Sep 2026.