Engineering & ArchitectureO*NET: 17-3021.00
Will AI Replace Aerospace Engineering and Operations Technologists and Technicians?
Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.
67out of 100
High Risk
AI Risk Score
67/100
Risk Level
High
Job Zone
3/5
Medium
Total Tasks Analyzed
8
🤖 What AI Can Do
- ▸Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.
- ▸Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.
- ▸Record and interpret test data on parts, assemblies, and mechanisms.
👤 What Requires Humans
- ▸Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.
- ▸Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.
- ▸Adjust, repair, or replace faulty components of test setups and equipment.
- ▸Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.
Task Breakdown
🤖AI Can Automate (3)
- Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.
- Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.
- Record and interpret test data on parts, assemblies, and mechanisms.
👤Requires Humans (4)
- Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.
- Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.
- Adjust, repair, or replace faulty components of test setups and equipment.
- Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.
⚡AI-Assisted (1)
- Confer with engineering personnel regarding details and implications of test procedures and results.
Key Skills Analysis
Critical ThinkingAI-Resistant
Importance: 3.88/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.75/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.75/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.75/5.00
Active Listening
Importance: 3.62/5.00
Speaking
Importance: 3.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.50/5.00
Troubleshooting
Importance: 3.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
WritingAI-Vulnerable
Importance: 3.12/5.00
Science
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Time ManagementAI-Resistant
Importance: 3.12/5.00
MathematicsAI-Vulnerable
Importance: 3.00/5.00
Active LearningAI-Resistant
Importance: 3.00/5.00
Related Occupations
Calibration Technologists and Technicians
10/100 — Very Low Risk
Avionics Technicians
66/100 — High Risk
Electro-Mechanical and Mechatronics Technologists and Technicians
87/100 — Critical Risk
Mechanical Engineering Technologists and Technicians
60/100 — High Risk
Automotive Engineering Technicians
60/100 — High Risk
Future-Proof Your Career
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Frequently Asked Questions
Based on our analysis, Aerospace Engineering and Operations Technologists and Technicians have a high risk of AI replacement with a score of 67/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research