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AI Work Index

Headline risk

37%

High Risk

Conservation scientists

United States AI Work IndexISCO 2122title_match

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

28.5 current · 29.5 projectedConfidence high

Why This Score

Tasks 98%

Share of job tasks that overlap with current AI capabilities

Wage $68K

Median annual wage

Demand 3%

Projected employment change over 10 years

Preparation Zone 4

Typical preparation needed for this occupation

Occupation profile

Manage, improve, and protect natural resources to maximize their use without damaging the environment. May conduct soil surveys and develop plans to eliminate soil erosion or to protect rangelands. May instruct farmers, agricultural production managers, or ranchers in best ways to use crop rotation, contour plowing, or terracing to conserve soil and water; in the number and kind of livestock and forage plants best suited to particular ranges; and in range and farm improvements, such as fencing and reservoirs for stock watering.

Task evidence

98% weighted task match · 0% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 67,950

Employment 2024

28.5K

Projected Change (2024–34)

3.4%

Openings (2024–34)

2.5K

Wage distribution

Bottom 10%: USD 45,26025th pctl: USD 53,190Median: USD 67,95075th pctl: USD 87,980Top 10%: USD 107,720

Demand outlook

Overall employment of conservation scientists and foresters is projected to grow 3 percent from 2024 to 2034, about as fast as the average for all occupations.

Education: Bachelor's degree Experience: None

Role Profile

Writing and readingComputers and information technologyAdaptability

Tasks

  • 1. Provide visitor services, such as explaining regulations, answering visitor requests, needs and complaints, and providing information about the park and surrounding areas. AI use: 0%
  • 2. Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives. AI use: 0%
  • 3. Assist with operations of general facilities, such as visitor centers. AI use: 0%
  • 4. Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations. AI use: 0%
  • 5. Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans. AI use: 0%
  • 6. Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources. AI use: 0%

Technologies

ESRI ArcGIS softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft PowerPointAdobe AcrobatAdobe Photoshop

Requirements

Telework: 13.7%Telework: 86.3%License required: 33.3%License required: 66.7%

Work context

E-Mail 5.0/5
E-Mail 5.0/5
Face-to-Face Discussions with Individuals and Within Teams 4.9/5
E-Mail 4.9/5
Telephone Conversations 4.7/5
Telephone Conversations 4.7/5

Worker profile

Median age 41.2 · 102K employed

Under 25: 1% · 25–54: 77% · 55+: 23%

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