Logging Equipment Operators
Machines can already do 21% of this job's tasks. By 2035 that rises to 60%. The job changes before it disappears.
Share of the work machines can do
Worldwide baseline, 2026 to 2050
Logging Equipment Operators in 2026: the short answer
- Today: machines can do 21% of this job's tasks, and AI use is already seen in 0% of them.
- Forecast: machines can do half of its tasks by 2033, and 60% by 2035, according to the 311 Strategic Intelligence Unit.
- Size: 21,060 people do this job in the United States, on a median pay of $49,740 a year.
- Contact with people: it scores 54% for contact with people.
- Also called: Delimber Operator, Feller Buncher Operator, Harvester Operator, Loader Operator.
Updated by the 311 Strategic Intelligence Unit. These are worldwide baseline figures; the Workforce Starburst shows them for your country. Go deeper: How ready am I? or an executive briefing.
How the work changes, task by task
The tasks that take up most of the day, with the share of each that machines can do in 2026 (dark) and 2035 (pink). Worldwide baseline.
| Task | Share of the day | Machines can do | 2026 to 2035 |
|---|---|---|---|
| Drive straight or articulated tractors equipped with accessories such as bulldozer blades, grapples, logging arches, cable winches, and crane booms to skid, load, unload, or stack logs, pull stumps, or clear brush | 21% | 20% to 60% | |
| Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading | 21% | 20% to 60% | |
| Drive and maneuver tractors and tree harvesters to shear the tops off of trees, cut and limb the trees, and cut the logs into desired lengths | 17% | 20% to 60% | |
| Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees | 14% | 30% to 75% | |
| Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks | 13% | 3% to 30% | |
| Drive tractors for building or repairing logging and skid roads | 6% | 30% to 75% | |
| Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards | 4% | 20% to 60% | |
| Fill out required job or shift report forms | 2% | 70% to 95% |
The skills this job runs on
The skills logging equipment operators use most, most used first.
Safer jobs nearby
Jobs with a similar skill shape where machines can do less of the work by 2035.
- Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation58% of tasks by 2035 · US median $92,100
- Maintenance Workers, Machinery56% of tasks by 2035 · US median $60,850
- Engine and Other Machine Assemblers59% of tasks by 2035 · US median $53,710
- Boilermakers59% of tasks by 2035 · US median $76,410
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Questions
When will machines do half of the tasks of Logging Equipment Operators?
Machines can do half of its tasks by 2033. That is the worldwide baseline from the 311 Workforce Starburst, before adjusting for country.
Will AI take the job of logging equipment operators?
Machines can do 21% of the tasks of logging equipment operators today and 60% by 2035. The job changes before it disappears: the routine tasks move first.
Sources and citing
Tasks and their share of the day: O*NET 31.0, occupation 45-4022.00 (US Department of Labor, CC BY 4.0). Pay and jobs: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. AI use today: Anthropic Economic Index (CC BY). Scoring and forecast: the 311 Strategic Intelligence Unit; after 2035 the figures extend each trend, with lower confidence. Foresight, not advice.
Cite as: 311 Institute (2026). Logging Equipment Operators: the outlook to 2050. 311 Workforce Starburst. https://www.311institute.com/jobs/logging-equipment-operators/