Description review

TELEKIN | multiple roles | Bay area | ONSITE | Full-Time

TELEKIN · Bay area · back to the listing

HR standards

23/100

poor

Title ↔ description

34/100

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
  • No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity

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.

We're building teleoperated robotics, because we believe useful humanoids cannot wait for embodied AGI. Telekin puts human minds inside robotic bodies now, over the internet. Every hour of chargeable work also produces the multimodal data the machine needs to learn.
Hiring: Robotics / mechatronic engineer, mechanical engineer, software engineer, COO. Apply here: https://www.telekin.tech/careers

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: 16 points (from 39 before penalties). Reviewed 2 Oct 2026.