Takeover Tracker
vs

63 shared · 24 different

core competencies

Side-by-Side Comparison

MetricFood Scientists and TechnologistsIndustrial Engineering Technologists
Risk Score36.9%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile72th85th
Tasks at Risk (>50%)8 / 1310 / 15
Median Salary$85,310$77,390
Employment14K64K

Skill Comparison

|

Sorted by largest difference

Chemistry
Analyzing Data or Information
Physics
Design
Processing Information
Thinking Creatively
Law and Government
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Estimating the Quantifiable Characteristics of Products, Events, or Information
Developing Objectives and Strategies
Updating and Using Relevant Knowledge
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Scientists and Technologists

32%

total discount

Industrial Engineering Technologists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Scientists and Technologists

8 of 13 at risk
76%Check raw ingredients for maturity or stability for processing, and finished products for safety, quality, and nutritional value.
72%Inspect food processing areas to ensure compliance with government regulations and standards for sanitation, safety, quality, and waste management.
68%Test new products for flavor, texture, color, nutritional content, and adherence to government and industry standards.
54%Develop new or improved ways of preserving, processing, packaging, storing, and delivering foods, using knowledge of chemistry, microbiology, and other sciences.
53%Develop food standards and production specifications, safety and sanitary regulations, and waste management and water supply specifications.

Industrial Engineering Technologists

10 of 15 at risk
84%Compile operational data to develop cost or time estimates, schedules, or specifications.
84%Collect and analyze data related to quality or industrial health and safety programs.
78%Oversee or inspect production processes.
68%Analyze, estimate, or report production costs.
64%Interpret engineering drawings, sketches, or diagrams.

Wage Comparison

Industrial Engineering Technologists earns -$7,920(-9%) vs Food Scientists and Technologists
Food Scientists and TechnologistsIndustrial Engineering Technologists
10th
$49,580$47,010
25th
$65,240$59,700
Median
$85,310$77,390
75th
$111,700$97,760
90th
$141,860$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Scientists and Technologists20282035
Industrial Engineering Technologists20282035
20242030203520402045

Food Scientists and Technologists has a longer runway before significant displacement, projected 0 years later than Industrial Engineering Technologists.

Risk-Adjusted Salary

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

Food Scientists and Technologists

$53,822

from $85,310

Industrial Engineering Technologists

$45,126

from $77,390

After adjusting for AI risk, Food Scientists and Technologists offers $8,696 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Industrial

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Decision Complexity
Fine Manipulation
Food Scientists and TechnologistsIndustrial Engineering Technologists