Takeover Tracker
27%medium risk
Park Naturalists
vs

45 shared · 21 different

core competencies

32%medium risk
Self-Enrichment Education Teachers

Side-by-Side Comparison

MetricPark NaturalistsSelf-Enrichment Education Teachers
Risk Score26.8%31.7%
Risk TierMedium RiskMedium Risk
Risk Percentile24th49th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$67,950$45,590
Employment26K309K

Skill Comparison

|

Sorted by largest difference

Interpreting the Meaning of Information for Others
Coaching and Developing Others
Communicating with Persons Outside Organization
Identifying Objects, Actions, and Events
Public Safety and Security
Thinking Creatively
Updating and Using Relevant Knowledge
Communicating with Supervisors, Peers, or Subordinates
Handling and Moving Objects
Computers and Electronics
Customer and Personal Service
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Park Naturalists

33%

total discount

Self-Enrichment Education Teachers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Park Naturalists

5 of 15 at risk
77%Assist with operations of general facilities, such as visitor centers.
57%Research stories regarding the area's natural history or environment.
55%Develop environmental educational programs and curricula for schools.
55%Survey park to determine forest conditions and distribution and abundance of fauna and flora.
52%Plan and develop audio-visual devices for public programs.

Self-Enrichment Education Teachers

7 of 15 at risk
86%Maintain accurate and complete student records as required by administrative policy.
85%Schedule class times to ensure maximum attendance.
69%Assign and grade class work and homework.
65%Prepare and administer written, oral, and performance tests, and issue grades in accordance with performance.
55%Establish clear objectives for all lessons, units, and projects and communicate those objectives to students.

Wage Comparison

Self-Enrichment Education Teachers earns -$22,360(-33%) vs Park Naturalists
Park NaturalistsSelf-Enrichment Education Teachers
10th
$45,260$28,980
25th
$53,190$35,410
Median
$67,950$45,590
75th
$87,980$62,180
90th
$107,720$90,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Park Naturalists2028–2035
Self-Enrichment Education Teachers2028–2035
20242030203520402045

Park Naturalists has a longer runway before significant displacement, projected 0 years later than Self-Enrichment Education Teachers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Park Naturalists

$49,767

from $67,950

Self-Enrichment Education Teachers

$31,143

from $45,590

After adjusting for AI risk, Park Naturalists offers $18,624 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Park

0

Unique to Self-Enrichment

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Park NaturalistsSelf-Enrichment Education Teachers
Find transitions from Park NaturalistsFind transitions from Self-Enrichment Education Teachers