Side-by-Side Comparison
Economists leads 5–0| Metric | Climate Change Analysts | Economists |
|---|---|---|
| Risk Score | 32.5% | 31.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 54th | 45th |
| Tasks at Risk (>50%) | 6 / 14 | 2 / 13 |
| Median Salary | $80,060 | $115,440 |
| Employment | 85K | 16K |
Skill Comparison
|
Sorted by largest difference
Economics and Accounting
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Establishing and Maintaining Interpersonal Relationships
Training and Teaching Others
Selling or Influencing Others
Resolving Conflicts and Negotiating with Others
Law and Government
MathematicsAI-Vulnerable
Interacting With Computers
Geography
Analyzing Data or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Climate Change Analysts
30%
total discount
Economists
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Climate Change Analysts
6 of 14 at risk86%Gather and review climate-related studies from government agencies, research laboratories, and other organizations.
84%Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.
55%Write reports or academic papers to communicate findings of climate-related studies.
53%Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change.
50%Review existing policies or legislation to identify environmental impacts.
Economists
2 of 13 at risk53%Forecast production and consumption of renewable resources and supply, consumption, and depletion of non-renewable resources.
51%Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
50%Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
49%Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.
49%Conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.
Wage Comparison
Economists earns +$35,380(+44%) vs Climate Change Analysts
Climate Change AnalystsEconomists
10th
$50,130$62,340
25th
$62,090$82,260
Median
$80,060$115,440
75th
$103,730$166,030
90th
$134,830$212,710
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Climate Change Analysts2028–2035
Economists2028–2035
20242030203520402045
Economists has a longer runway before significant displacement, projected 0 years later than Climate Change Analysts.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Climate Change Analysts
$54,000
from $80,060
Economists
$79,527
from $115,440
After adjusting for AI risk, Economists offers $25,526 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Climate
0
Unique to Economists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Social Intelligence
Regulatory Barriers
Decision Complexity
Creativity
Climate Change AnalystsEconomists