Takeover Tracker
30%medium risk

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.

Higher risk than 41% of occupations
Checking for existing plan...

How AI Impacts Each Task

28 tasks analyzed

Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.

Risk: 41.4%AI: 36.05ObservedTime: 6%

Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

Risk: 39.0%AI: 30EstimatedTime: 8%

Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.

Risk: 27.0%AI: 30EstimatedTime: 6%

Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.

Risk: 49.0%AI: 55EstimatedTime: 5%

Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.

Risk: 47.0%AI: 50EstimatedTime: 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.

Risk: 53.0%AI: 65EstimatedTime: 5%

Recommend the use of utility or energy services that minimize carbon footprints.

Risk: 51.0%AI: 60EstimatedTime: 2%

Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.

Risk: 49.0%AI: 55EstimatedTime: 4%

Recommend design modifications to eliminate machine or system malfunctions.

Risk: 55.1%AI: 70.35ObservedTime: 5%

Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.

Risk: 51.0%AI: 60EstimatedTime: 4%

Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.

Risk: 23.0%AI: 20EstimatedTime: 3%

Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.

Risk: 49.0%AI: 55EstimatedTime: 5%

Evaluate mechanical designs or prototypes for energy performance or environmental impact.

Risk: 51.0%AI: 60EstimatedTime: 3%

Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.

Risk: 23.0%AI: 20EstimatedTime: 2%

Design test control apparatus or equipment or develop procedures for testing products.

Risk: 47.0%AI: 50EstimatedTime: 3%

Provide feedback to design engineers on customer problems or needs.

Risk: 31.0%AI: 40EstimatedTime: 3%

Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.

Risk: 53.0%AI: 65EstimatedTime: 4%

Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.

Risk: 51.0%AI: 60EstimatedTime: 2%

Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.

Risk: 41.0%AI: 35EstimatedTime: 3%

Estimate costs or submit bids for engineering, construction, or extraction projects.

Risk: 84.0%AI: 87EstimatedTime: 3%

Write performance requirements for product development or engineering projects.

Risk: 53.0%AI: 65EstimatedTime: 3%

Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.

Risk: 21.0%AI: 15EstimatedTime: 3%

Solicit new business.

Risk: 32.7%AI: 44.12ObservedTime: 2%

Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.

Risk: 78.0%AI: 72EstimatedTime: 2%

Provide technical customer service.

Risk: 32.4%AI: 43.55ObservedTime: 3%

Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.

Risk: 51.0%AI: 60EstimatedTime: 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.

Risk: 84.0%AI: 87EstimatedTime: 2%

Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.

Risk: 13.0%AI: 10EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-7.9pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk+$6K/yr salary

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.

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Score History

Risk score over 2 scoring runs

-3.6

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate5%
Associate's Degree7%
Bachelor's Degree83%
Master's Degree5%

Prior Experience Needed

Work experience required to enter this job

None4%
6 months - 1 year10%
1-2 years7%
2-4 years26%
4-6 years26%
6-8 years18%
8-10 years6%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None16%
Up to 1 month5%
1-3 months23%
3-6 months14%
6 months - 1 year13%
1-2 years24%
2-4 years4%
4-6 years1%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis