Refrigeration Mechanics and Installers
Install and repair industrial and commercial refrigerating systems.
AI Impact Summary
Refrigeration Mechanics and Installers faces low AI displacement risk with a score of 16/100. This occupation has higher AI displacement risk than 2% of all analyzed occupations. Of 21 analyzed tasks, 2 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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Refrigeration Mechanics and Installers 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
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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
21 tasks analyzed
Observe and test system operation, using gauges and instruments.
Adjust valves according to specifications and charge system with proper type of refrigerant by pumping the specified gas or fluid into the system.
Test lines, components, and connections for leaks.
Adjust or replace worn or defective mechanisms and parts and reassemble repaired systems.
Dismantle malfunctioning systems and test components, using electrical, mechanical, and pneumatic testing equipment.
Braze or solder parts to repair defective joints and leaks.
Perform mechanical overhauls and refrigerant reclaiming.
Keep records of repairs and replacements made and causes of malfunctions.
Install expansion and control valves, using acetylene torches and wrenches.
Install wiring to connect components to an electric power source.
Mount compressor, condenser, and other components in specified locations on frames, using hand tools and acetylene welding equipment.
Schedule work with customers and initiate work orders, house requisitions, and orders from stock.
Estimate, order, pick up, deliver, and install materials and supplies needed to maintain equipment in good working condition.
Supervise and instruct assistants.
Cut, bend, thread, and connect pipe to functional components and water, power, or refrigeration system.
Lay out reference points for installation of structural and functional components, using measuring instruments.
Read blueprints to determine location, size, capacity, and type of components needed to build refrigeration system.
Lift and align components into position, using hoist or block and tackle.
Fabricate and assemble structural and functional components of refrigeration system, using hand tools, power tools, and welding equipment.
Drill holes and install mounting brackets and hangers into floor and walls of building.
Insulate shells and cabinets of systems.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Observe and test system operation, using gauges and instruments. | 25Estimated | 37.0% | 8% | |
| Adjust valves according to specifications and charge system with proper type of refrigerant by pumping the specified gas or fluid into the system. | 5Estimated | 11.0% | 6% | |
| Test lines, components, and connections for leaks. | 5Estimated | 11.0% | 6% | |
| Adjust or replace worn or defective mechanisms and parts and reassemble repaired systems. | 5Estimated | 11.0% | 8% | |
| Dismantle malfunctioning systems and test components, using electrical, mechanical, and pneumatic testing equipment. | 5Estimated | 11.0% | 8% | |
| Braze or solder parts to repair defective joints and leaks. | 5Estimated | 11.0% | 6% | |
| Perform mechanical overhauls and refrigerant reclaiming. | 5Estimated | 11.0% | 6% | |
| Keep records of repairs and replacements made and causes of malfunctions. | 95Estimated | 87.2% | 4% | |
| Install expansion and control valves, using acetylene torches and wrenches. | 5Estimated | 11.0% | 5% | |
| Install wiring to connect components to an electric power source. | 5Estimated | 11.0% | 5% | |
| Mount compressor, condenser, and other components in specified locations on frames, using hand tools and acetylene welding equipment. | 5Estimated | 11.0% | 5% | |
| Schedule work with customers and initiate work orders, house requisitions, and orders from stock. | 95Estimated | 87.2% | 4% | |
| Estimate, order, pick up, deliver, and install materials and supplies needed to maintain equipment in good working condition. | 10Estimated | 13.0% | 4% | |
| Supervise and instruct assistants. | 15Estimated | 21.0% | 3% | |
| Cut, bend, thread, and connect pipe to functional components and water, power, or refrigeration system. | 5Estimated | 11.0% | 5% | |
| Lay out reference points for installation of structural and functional components, using measuring instruments. | 25Estimated | 37.0% | 3% | |
| Read blueprints to determine location, size, capacity, and type of components needed to build refrigeration system. | 70Estimated | 55.0% | 4% | |
| Lift and align components into position, using hoist or block and tackle. | 5Estimated | 11.0% | 3% | |
| Fabricate and assemble structural and functional components of refrigeration system, using hand tools, power tools, and welding equipment. | 5Estimated | 11.0% | 4% | |
| Drill holes and install mounting brackets and hangers into floor and walls of building. | 53.12Observed | 54.3% | 2% | |
| Insulate shells and cabinets of systems. | 59.62Observed | 56.9% | 2% |
Protective Factors
Total protective discount: 31.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$59,810
per year
Mean Wage
$62,690
per year
Employment
397K
workers
Wage Range
$39,130 - $91,020
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Refrigeration Mechanics and Installers 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
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- 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.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- 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.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring 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.
Score History
Risk score over 2 scoring runs
overall change