Takeover Tracker
31%medium risk
Nanotechnology Engineering Technologists
vs

59 shared · 22 different

core competencies

36%medium risk
Chemists

Side-by-Side Comparison

MetricNanotechnology Engineering TechnologistsChemists
Risk Score31.2%35.8%
Risk TierMedium RiskMedium Risk
Risk Percentile46th68th
Tasks at Risk (>50%)4 / 159 / 13
Median Salary$77,390$84,150
Employment64K83K

Skill Comparison

|

Sorted by largest difference

Physics
Engineering and Technology
Thinking Creatively
Controlling Machines and Processes
Science
Customer and Personal Service
Guiding, Directing, and Motivating Subordinates
Communicating with Persons Outside Organization
Making Decisions and Solving Problems
Mathematical Reasoning
Updating and Using Relevant Knowledge
Number Facility

Protective Factors

Higher values indicate stronger protection against AI displacement

Nanotechnology Engineering Technologists

29%

total discount

Chemists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Nanotechnology Engineering Technologists

4 of 15 at risk
86%Prepare capability data, training materials, or other documentation for transfer of processes to production.
76%Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.
71%Collect or compile nanotechnology research or engineering data.
51%Contribute written material or data for grant or patent applications.
49%Mix raw materials or catalysts to manufacture nanoparticles according to specifications, ensuring proper particle size, shape, or organization.

Chemists

9 of 13 at risk
86%Purchase laboratory supplies, such as chemicals, when supplies are low or near their expiration date.
78%Conduct quality control tests.
59%Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.
55%Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.
53%Evaluate laboratory safety procedures to ensure compliance with standards or to make improvements as needed.

Wage Comparison

Chemists earns +$6,760(+9%) vs Nanotechnology Engineering Technologists
Nanotechnology Engineering TechnologistsChemists
10th
$47,010$53,210
25th
$59,700$63,930
Median
$77,390$84,150
75th
$97,760$120,210
90th
$114,630$154,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nanotechnology Engineering Technologists2028–2035
Chemists2028–2035
20242030203520402045

Nanotechnology Engineering Technologists has a longer runway before significant displacement, projected 0 years later than Chemists.

Risk-Adjusted Salary

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

Nanotechnology Engineering Technologists

$53,229

from $77,390

Chemists

$54,024

from $84,150

After adjusting for AI risk, Chemists offers $795 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nanotechnology

0

Unique to Chemists

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Nanotechnology Engineering TechnologistsChemists
Find transitions from Nanotechnology Engineering TechnologistsFind transitions from Chemists