Takeover Tracker
29%medium risk
Nanosystems Engineers
vs

70 shared · 13 different

core competencies

32%medium risk
Hydrologists

Side-by-Side Comparison

MetricNanosystems EngineersHydrologists
Risk Score29.3%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile34th50th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$117,750$92,060
Employment151K6K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Engineering and Technology
Design
Inspecting Equipment, Structures, or Material
Chemistry
Operations Analysis
Repairing and Maintaining Electronic Equipment
Mechanical
Physics
Updating and Using Relevant Knowledge
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Nanosystems Engineers

33%

total discount

Hydrologists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Nanosystems Engineers

4 of 15 at risk
84%Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy.
53%Prepare nanotechnology-related invention disclosures or patent applications.
52%Write proposals to secure external funding or to partner with other companies.
51%Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency.
49%Identify new applications for existing nanotechnologies.

Hydrologists

7 of 15 at risk
86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

Wage Comparison

Hydrologists earns -$25,690(-22%) vs Nanosystems Engineers
Nanosystems EngineersHydrologists
10th
$62,840$60,010
25th
$85,750$73,330
Median
$117,750$92,060
75th
$152,670$114,940
90th
$183,510$139,420

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nanosystems Engineers2028–2035
Hydrologists2028–2035
20242030203520402045

Nanosystems Engineers has a longer runway before significant displacement, projected 0 years later than Hydrologists.

Risk-Adjusted Salary

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

Nanosystems Engineers

$83,261

from $117,750

Hydrologists

$62,739

from $92,060

After adjusting for AI risk, Nanosystems Engineers offers $20,522 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nanosystems

0

Unique to Hydrologists

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Nanosystems EngineersHydrologists
Find transitions from Nanosystems EngineersFind transitions from Hydrologists