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HR standards

36/100

poor

Title ↔ description

10/100

poor

Reads as

Unclear

no confident match

What the listing never says

  • No section describes what the person would actually do. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Consumer Physical AI (stealth, robotics) | Mechatronics Engineer, AI Engineer | California / REMOTE (US) | Full-time
Early-stage startup building a robot for the home, on real hardware with ROS 2. You'd be one of the first engineers.
Mechatronics Engineer: actuators, motor control, embedded firmware, fast prototyping on a multi-axis arm.
AI Engineer: perception and calibration on physical hardware, deploying models to on-device compute.