Takeover Tracker

29%medium risk
Nanosystems Engineers
vs

61 shared · 22 different

core competencies

28%medium risk
Petroleum Engineers

Side-by-Side Comparison

MetricNanosystems EngineersPetroleum Engineers
Risk Score29.3%28.3%
Risk TierMedium RiskMedium Risk
Risk Percentile34th31th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$117,750$141,280
Employment151K19K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Inspecting Equipment, Structures, or Material
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Chemistry
Production and Processing
Communicating with Persons Outside Organization
MathematicsAI-Vulnerable
Training and Teaching Others
Thinking Creatively
Science
Physics
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Nanosystems Engineers

33%

total discount

Petroleum 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.

Petroleum Engineers

5 of 15 at risk
86%Maintain records of drilling and production operations.
86%Write technical reports for engineering and management personnel.
51%Analyze data to recommend placement of wells and supplementary processes to enhance production.
51%Monitor production rates, and plan rework processes to improve production.
51%Simulate reservoir performance for different recovery techniques, using computer models.

Wage Comparison

Petroleum Engineers earns +$23,530(+20%) vs Nanosystems Engineers
Nanosystems EngineersPetroleum Engineers
10th
$62,840$78,840
25th
$85,750$107,330
Median
$117,750$141,280
75th
$152,670$191,100
90th
$183,510$228,790

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