Log graders and scalers
Log graders and scalers is an occupation catalogued under SOC 45-4023. The role reports a median annual salary of $46,710 in the US. Entry typically requires a High school diploma or equivalent, and shows low AI exposure (0.17 on a 0-1 scale) — the role's core work resists automation.
Frequently asked questions
How much does Log graders and scalers earn?
The median annual salary for Log graders and scalers in the US is $46,710.
How do I become log graders and scalers?
The typical entry education is a High school diploma or equivalent. Building a foundation in the top skills below will strengthen your application.
Will AI replace Log graders and scalers?
Our AI-durability model gives Log graders and scalers a score of 0.17 on a 0-1 scale (higher = more exposure). That places it at low AI exposure — the role's core work resists current-generation automation. It's a comparatively AI-durable choice within its field.
How hard is it to enter this field?
Log graders and scalers has low barrier to entry — generally accessible — you can enter with basic credentials and on-the-job learning.
Is Log graders and scalers right for you?
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