Park Naturalists
Plan, develop, and conduct programs to inform public of historical, natural, and scientific features of national, state, or local park.
AI Impact Summary
Park Naturalists faces moderate AI displacement risk with a score of 27/100. This occupation has higher AI displacement risk than 24% of all analyzed occupations. Of 20 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Park Naturalists skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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
How AI Impacts Each Task
20 tasks analyzed
Conduct field trips to point out scientific, historic, and natural features of parks, forests, historic sites, or other attractions.
Prepare and present illustrated lectures and interpretive talks about park features.
Plan and organize public events at the park.
Provide visitor services, such as explaining regulations, answering visitor requests, needs and complaints, and providing information about the park and surrounding areas.
Develop environmental educational programs and curricula for schools.
Research stories regarding the area's natural history or environment.
Perform emergency duties to protect human life, government property, and natural features of park.
Plan, organize and direct activities of seasonal staff members.
Confer with park staff to determine subjects and schedules for park programs.
Assist with operations of general facilities, such as visitor centers.
Plan and develop audio-visual devices for public programs.
Survey park to determine forest conditions and distribution and abundance of fauna and flora.
Construct historical, scientific, and nature visitor-center displays.
Prepare brochures and write newspaper articles.
Compile and maintain official park photographic and information files.
Take photographs and motion pictures for use in lectures and publications and to develop displays.
Interview specialists in desired fields to obtain and develop data for park information programs.
Perform routine maintenance on park structures.
Train staff on park programs.
Provide care for park program animals.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Conduct field trips to point out scientific, historic, and natural features of parks, forests, historic sites, or other attractions. | 10Estimated | 19.0% | 10% | |
| Prepare and present illustrated lectures and interpretive talks about park features. | 40Estimated | 31.0% | 10% | |
| Plan and organize public events at the park. | 50Estimated | 47.0% | 8% | |
| Provide visitor services, such as explaining regulations, answering visitor requests, needs and complaints, and providing information about the park and surrounding areas. | 45Estimated | 33.0% | 10% | |
| Develop environmental educational programs and curricula for schools. | 70Estimated | 55.0% | 8% | |
| Research stories regarding the area's natural history or environment. | 75Estimated | 57.0% | 6% | |
| Perform emergency duties to protect human life, government property, and natural features of park. | 0Estimated | 9.0% | 3% | |
| Plan, organize and direct activities of seasonal staff members. | 30Estimated | 27.0% | 5% | |
| Confer with park staff to determine subjects and schedules for park programs. | 30Estimated | 27.0% | 4% | |
| Assist with operations of general facilities, such as visitor centers. | 70Estimated | 77.2% | 5% | |
| Plan and develop audio-visual devices for public programs. | 63.32Observed | 52.3% | 3% | |
| Survey park to determine forest conditions and distribution and abundance of fauna and flora. | 70Estimated | 55.0% | 5% | |
| Construct historical, scientific, and nature visitor-center displays. | 10Estimated | 13.0% | 3% | |
| Prepare brochures and write newspaper articles. | 85Estimated | 61.0% | 4% | |
| Compile and maintain official park photographic and information files. | 90Estimated | 85.2% | 4% | |
| Take photographs and motion pictures for use in lectures and publications and to develop displays. | 30Estimated | 21.0% | 3% | |
| Interview specialists in desired fields to obtain and develop data for park information programs. | 40Estimated | 31.0% | 3% | |
| Perform routine maintenance on park structures. | 20Estimated | 41.0% | 2% | |
| Train staff on park programs. | 30Estimated | 27.0% | 2% | |
| Provide care for park program animals. | 5Estimated | 11.0% | 2% |
Protective Factors
Total protective discount: 32.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$67,950
per year
Mean Wage
$74,310
per year
Employment
26K
workers
Wage Range
$45,260 - $107,720
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Park Naturalists professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change