Which job is safer from AI: Range Managers or Foresters?

Range Managers is safer from AI based on ReplacedByAI risk scores. Range Managers has an AI replacement risk score of 29/100 (Low), while Foresters has a score of 32/100 (Low).

What is Range Managers's AI replacement risk?

Range Managers has an AI replacement risk score of 29/100, which ReplacedByAI classifies as low risk. Lower risk: the role depends more on human judgment and context.

What is Foresters's AI replacement risk?

Foresters has an AI replacement risk score of 32/100, which ReplacedByAI classifies as low risk. Lower risk: the role depends more on human judgment and context.

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AI Risk Comparison

Range Managers vs Foresters

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role

Range Managers

Higher risk

Foresters

Risk gap

3 points

Science & ResearchO*NET: 19-1031.02

Range Managers

Research or study range land management practices to provide sustained production of forage, livestock, and wildlife.

AI Risk Score

29/100

Low

Lower risk: the role depends more on human judgment and context.

Automation factors

Regulate grazing, such as by issuing permits and checking for compliance with standards, and help ranchers plan and organize grazing systems to manage, improve, protect, and maximize the use of rangelands.
Measure and assess vegetation resources for biological assessment companies, environmental impact statements, and rangeland monitoring programs.
Monitoring Processes, Materials, or Surroundings
Updating and Using Relevant Knowledge
Analyzing Data or Information

Top skills

Active Listening4.00/5

Reading Comprehension3.88/5

Speaking3.75/5

Critical Thinking3.75/5

Monitoring3.62/5

Recommended career pivots

Conservation Scientists33/100 Environmental Restoration Planners38/100 Foresters32/100 Soil and Plant Scientists37/100 Industrial Ecologists47/100

Science & ResearchO*NET: 19-1032.00

Foresters

Manage public and private forested lands for economic, recreational, and conservation purposes. May inventory the type, amount, and location of standing timber, appraise the timber's worth, negotiate the purchase, and draw up contracts for procurement. May determine how to conserve wildlife habitats, creek beds, water quality, and soil stability, and how best to comply with environmental regulations. May devise plans for planting and growing new trees, monitor trees for healthy growth, and determine optimal harvesting schedules.

AI Risk Score

32/100

Low

Lower risk: the role depends more on human judgment and context.

Automation factors

Monitor contract compliance and results of forestry activities to assure adherence to government regulations.
Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.
Plan and direct forest surveys and related studies and prepare reports and recommendations.
Documenting/Recording Information
Monitoring Processes, Materials, or Surroundings

Top skills

Active Listening4.00/5

Reading Comprehension3.88/5

Speaking3.88/5

Critical Thinking3.88/5

Complex Problem Solving3.88/5

Recommended career pivots

Forest and Conservation Technicians65/100 Range Managers29/100 Conservation Scientists33/100 Forest and Conservation Workers67/100 Environmental Restoration Planners38/100

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