Takeover Tracker
37%medium risk
Cost Estimators
vs

61 shared · 19 different

core competencies

42%medium risk
Sustainability Specialists

Side-by-Side Comparison

MetricCost EstimatorsSustainability Specialists
Risk Score37.0%42.2%
Risk TierMedium RiskMedium Risk
Risk Percentile72th86th
Tasks at Risk (>50%)8 / 1410 / 14
Median Salary$77,070$81,270
Employment220K1.1M

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Computers and Electronics
MathematicsAI-Vulnerable
Number Facility
Mathematical Reasoning
Analyzing Data or Information
Economics and Accounting
Management of Financial Resources
Education and Training
Developing Objectives and Strategies
Monitor Processes, Materials, or Surroundings
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cost Estimators

29%

total discount

Sustainability Specialists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cost Estimators

8 of 14 at risk
87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.

Sustainability Specialists

10 of 14 at risk
85%Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.
83%Collect information about waste stream management or green building practices to inform decision makers.
83%Develop reports or presentations to communicate the effectiveness of sustainability initiatives.
74%Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.
71%Create or maintain plans or other documents related to sustainability projects.

Wage Comparison

Sustainability Specialists earns +$4,200(+5%) vs Cost Estimators
Cost EstimatorsSustainability Specialists
10th
$46,330$46,230
25th
$59,830$60,820
Median
$77,070$81,270
75th
$99,630$110,030
90th
$128,640$147,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cost Estimators2028–2035
Sustainability Specialists2028–2035
20242030203520402045

Cost Estimators has a longer runway before significant displacement, projected 0 years later than Sustainability Specialists.

Risk-Adjusted Salary

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

Cost Estimators

$48,593

from $77,070

Sustainability Specialists

$46,974

from $81,270

After adjusting for AI risk, Cost Estimators offers $1,619 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cost

0

Unique to Sustainability

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Cost EstimatorsSustainability Specialists
Find transitions from Cost EstimatorsFind transitions from Sustainability Specialists