Takeover Tracker

32%medium risk
Industrial Ecologists
vs

60 shared · 15 different

core competencies

Side-by-Side Comparison

MetricIndustrial EcologistsBusiness Intelligence Analysts
Risk Score32.2%40.6%
Risk TierMedium RiskMedium Risk
Risk Percentile52th83th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$80,060N/A
Employment85KN/A

Skill Comparison

|

Sorted by largest difference

Sales and Marketing
Engineering and Technology
Production and Processing
Establishing and Maintaining Interpersonal Relationships
Organizing, Planning, and Prioritizing Work
Evaluating Information to Determine Compliance with Standards
Education and Training
Communicating with Persons Outside Organization
Law and Government
Communicating with Supervisors, Peers, or Subordinates
Problem Sensitivity
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Ecologists

30%

total discount

Business Intelligence Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Industrial Ecologists

7 of 15 at risk
85%Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.
57%Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.
55%Prepare technical and research reports such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
53%Identify sustainable alternatives to industrial or waste management practices.
51%Identify environmental impacts caused by products, systems, or projects.

Business Intelligence Analysts

12 of 15 at risk
76%Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
70%Disseminate information regarding tools, reports, or metadata enhancements.
70%Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
69%Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
67%Maintain library of model documents, templates, or other reusable knowledge assets.

Wage Comparison

Industrial EcologistsBusiness Intelligence Analysts
10th
$50,130N/A
25th
$62,090N/A
Median
$80,060N/A
75th
$103,730N/A
90th
$134,830N/A

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Head-to-head task automation timeline
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Combined protective factor strategy
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