First-Line Supervisors of Logging Workers
Directly supervise and coordinate activities of logging workers.
How AI Impacts Each Task
13 tasks analyzed
Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations.
Monitor logging operations to identify and solve problems, improve work methods, and ensure compliance with safety, company, and government regulations.
Change logging operations or methods to eliminate unsafe conditions.
Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.
Assign to workers duties such as trees to be cut, cutting sequences and specifications, or loading of trucks, railcars, or rafts.
Supervise or coordinate the activities of workers engaged in logging operations or silvicultural operations.
Plan or schedule logging operations, such as felling or bucking trees or grading, sorting, yarding, or loading logs.
Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules.
Determine logging operation methods, crew sizes, or equipment requirements, conferring with mill, company, or forestry officials as necessary.
Coordinate dismantling, moving, and setting up equipment at new work sites.
Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
Schedule work crews, equipment, or transportation for several different work locations.
Prepare production or personnel time records for management.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations. | 15Estimated | 21.0% | 10% | |
| Monitor logging operations to identify and solve problems, improve work methods, and ensure compliance with safety, company, and government regulations. | 30Estimated | 39.0% | 10% | |
| Change logging operations or methods to eliminate unsafe conditions. | 30Estimated | 39.0% | 5% | |
| Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations. | 15Estimated | 21.0% | 8% | |
| Assign to workers duties such as trees to be cut, cutting sequences and specifications, or loading of trucks, railcars, or rafts. | 30Estimated | 27.0% | 7% | |
| Supervise or coordinate the activities of workers engaged in logging operations or silvicultural operations. | 20Estimated | 23.0% | 15% | |
| Plan or schedule logging operations, such as felling or bucking trees or grading, sorting, yarding, or loading logs. | 87Estimated | 84.0% | 8% | |
| Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules. | 30Estimated | 27.0% | 5% | |
| Determine logging operation methods, crew sizes, or equipment requirements, conferring with mill, company, or forestry officials as necessary. | 50Estimated | 47.0% | 7% | |
| Coordinate dismantling, moving, and setting up equipment at new work sites. | 72Estimated | 78.0% | 5% | |
| Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements. | 87Estimated | 84.0% | 5% | |
| Schedule work crews, equipment, or transportation for several different work locations. | 90Estimated | 85.2% | 5% | |
| Prepare production or personnel time records for management. | 95Estimated | 87.2% | 10% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis