Takeover Tracker
29%medium risk
Nanosystems Engineers
vs

67 shared · 15 different

core competencies

33%medium risk
Photonics Engineers

Side-by-Side Comparison

MetricNanosystems EngineersPhotonics Engineers
Risk Score29.3%32.6%
Risk TierMedium RiskMedium Risk
Risk Percentile34th54th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$117,750$117,750
Employment151K151K

Skill Comparison

|

Sorted by largest difference

Chemistry
Monitor Processes, Materials, or Surroundings
Developing Objectives and Strategies
Production and Processing
Guiding, Directing, and Motivating Subordinates
Judging the Qualities of Things, Services, or People
Estimating the Quantifiable Characteristics of Products, Events, or Information
Design
Updating and Using Relevant Knowledge
Communicating with Persons Outside Organization
Controlling Machines and Processes
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Nanosystems Engineers

33%

total discount

Photonics Engineers

31%

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.

Photonics Engineers

4 of 15 at risk
85%Document photonics system or component design processes, including objectives, issues, or outcomes.
57%Write reports or proposals related to photonics research or development projects.
53%Design, integrate, or test photonics systems or components.
51%Conduct research on new photonics technologies.
49%Conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.

Wage Comparison

Photonics Engineers earns $0(0%) vs Nanosystems Engineers
Nanosystems EngineersPhotonics Engineers
10th
$62,840$62,840
25th
$85,750$85,750
Median
$117,750$117,750
75th
$152,670$152,670
90th
$183,510$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nanosystems Engineers2028–2035
Photonics Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Nanosystems Engineers

$83,261

from $117,750

Photonics Engineers

$79,340

from $117,750

After adjusting for AI risk, Nanosystems Engineers offers $3,921 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nanosystems

0

Unique to Photonics

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Fine Manipulation
Decision Complexity
Nanosystems EngineersPhotonics Engineers
Find transitions from Nanosystems EngineersFind transitions from Photonics Engineers