Mechanical Engineers
Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems.
AI Impact Summary
Mechanical Engineers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 41% of all analyzed occupations. Of 28 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Mechanical Engineers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Machine Learning Specialization
by Stanford / DeepLearning.AI
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
28 tasks analyzed
Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.
Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.
Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.
Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.
Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.
Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.
Recommend the use of utility or energy services that minimize carbon footprints.
Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.
Recommend design modifications to eliminate machine or system malfunctions.
Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.
Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.
Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.
Evaluate mechanical designs or prototypes for energy performance or environmental impact.
Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.
Design test control apparatus or equipment or develop procedures for testing products.
Provide feedback to design engineers on customer problems or needs.
Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.
Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.
Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.
Estimate costs or submit bids for engineering, construction, or extraction projects.
Write performance requirements for product development or engineering projects.
Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.
Solicit new business.
Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.
Provide technical customer service.
Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.
Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.
Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Read and interpret blueprints, technical drawings, schematics, or computer-generated reports. | 36.05Observed | 41.4% | 6% | |
| Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements. | 30Estimated | 39.0% | 8% | |
| Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information. | 30Estimated | 27.0% | 6% | |
| Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions. | 55Estimated | 49.0% | 5% | |
| Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs. | 50Estimated | 47.0% | 5% | |
| Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification. | 65Estimated | 53.0% | 5% | |
| Recommend the use of utility or energy services that minimize carbon footprints. | 60Estimated | 51.0% | 2% | |
| Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations. | 55Estimated | 49.0% | 4% | |
| Recommend design modifications to eliminate machine or system malfunctions. | 70.35Observed | 55.1% | 5% | |
| Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software. | 60Estimated | 51.0% | 4% | |
| Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications. | 20Estimated | 23.0% | 3% | |
| Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems. | 55Estimated | 49.0% | 5% | |
| Evaluate mechanical designs or prototypes for energy performance or environmental impact. | 60Estimated | 51.0% | 3% | |
| Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems. | 20Estimated | 23.0% | 2% | |
| Design test control apparatus or equipment or develop procedures for testing products. | 50Estimated | 47.0% | 3% | |
| Provide feedback to design engineers on customer problems or needs. | 40Estimated | 31.0% | 3% | |
| Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications. | 65Estimated | 53.0% | 4% | |
| Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency. | 60Estimated | 51.0% | 2% | |
| Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering. | 35Estimated | 41.0% | 3% | |
| Estimate costs or submit bids for engineering, construction, or extraction projects. | 87Estimated | 84.0% | 3% | |
| Write performance requirements for product development or engineering projects. | 65Estimated | 53.0% | 3% | |
| Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers. | 15Estimated | 21.0% | 3% | |
| Solicit new business. | 44.12Observed | 32.7% | 2% | |
| Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges. | 72Estimated | 78.0% | 2% | |
| Provide technical customer service. | 43.55Observed | 32.4% | 3% | |
| Study industrial processes to maximize the efficiency of equipment applications, including equipment placement. | 60Estimated | 51.0% | 3% | |
| Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition. | 87Estimated | 84.0% | 2% | |
| Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution. | 10Estimated | 13.0% | 2% |
Protective Factors
Total protective discount: 30.6%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$102,320
per year
Mean Wage
$110,080
per year
Employment
287K
workers
Wage Range
$68,740 - $161,240
10th - 90th pct
Wage Distribution
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Manufacturing Engineering Technologists
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Product Safety Engineers
35%Median salary: $109,660
Higher risk than 66% of other occupations
Industrial Engineers
36%Median salary: $101,140
Higher risk than 68% of other occupations
Validation Engineers
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Higher risk than 74% of other occupations
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Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
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Marketing Managers
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Advertising and Promotions Managers
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Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Mechanical Engineers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change
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