Rankings β Will AI Replaceβ¦
Will AI Replace Logging Workers, All Other?
π‘ Logging Workers, All Other have a composite risk score of 52/100 (Frey-Osborne probability: 79%, GenAI exposure: 35/100). With 2,160 workers in the US, this occupation faces moderate but manageable AI pressure. Full occupation profile β
π― The Verdict
Possible. Significant task automation is underway β workers should actively upskill.
With 2,160 workers and a median wage of $52K,logging workers, all other represent a significant portion of the US workforce. Their GenAI exposure index is 35%, meaning a minority of their core tasks overlap with current generative AI capabilities.
Risk Score
52/100
Employment
2,160
Median Wage
$52K
GenAI Exposure
35%
β οΈ Top Risk Factors
Autonomous harvesting and planting machinery
Robotic sorting and packing of produce
Drone crop monitoring and precision spraying
AI-driven irrigation and soil analysis systems
π‘οΈ Tasks AI Can't Easily Replace
Managing livestock behavior and welfare
Operating in unstructured and remote environments
Adapting to variable weather and terrain conditions
Assessing crop health through hands-on field inspection
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Social Scientists and Related Workers
67% skills overlap Β· $93K median wage
Political Scientists
59% skills overlap Β· $139K median wage
Occupational Health and Safety Specialists and Technicians
57% skills overlap Β· $79K median wage
β Frequently Asked Questions
Will AI completely replace logging workers, all other?
Possible. Significant task automation is underway β workers should actively upskill.
What is the AI risk score for logging workers, all other?
Logging Workers, All Other have a composite AI automation risk score of 52 out of 100, classified as "Elevated".
How many logging workers, all other are there in the US?
There are approximately 2,160 logging workers, all other employed in the United States.
What do logging workers, all other earn?
The median annual wage for logging workers, all other is $52K.
What skills should logging workers, all other develop?
Focus on tasks AI can't easily replicate: managing livestock behavior and welfare, operating in unstructured and remote environments, adapting to variable weather and terrain conditions, assessing crop health through hands-on field inspection. These human-centric skills will become more valuable as routine tasks are automated.