Robotics Technicians
Build, install, test, or maintain robotic equipment or related automated production systems.
AI Impact Summary
Robotics Technicians faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 31% of all analyzed occupations. Of 23 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 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.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Robotics Technicians 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
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Design Patterns in C# and .NET
by Pluralsight
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
23 tasks analyzed
Make repairs to robots or peripheral equipment, such as replacement of defective circuit boards, sensors, controllers, encoders, or servomotors.
Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.
Install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors.
Maintain service records of robotic equipment or automated production systems.
Modify computer-controlled robot movements.
Perform preventive or corrective maintenance on robotic systems or components.
Align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes.
Attach wires between controllers.
Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.
Program complex robotic systems, such as vision systems.
Test performance of robotic assemblies, using instruments such as oscilloscopes, electronic voltmeters, or bridges.
Develop robotic path motions to maximize efficiency, safety, and quality.
Train customers or other personnel to install, use, or maintain robots.
Build or assemble robotic devices or systems.
Fabricate housings, jigs, fittings, or fixtures, using metalworking machines.
Document robotics test procedures and results.
Assist engineers in the design, configuration, or application of robotic systems.
Install new robotic systems in stationary positions or on tracks.
Train robots, using artificial intelligence software or interactive training techniques, to perform simple or complex tasks, such as designing and carrying out a series of iterative tests of chemical samples.
Maintain inventories of robotic production supplies, such as sensors or cables.
Inspect installation sites.
Develop three-dimensional simulations of automation systems.
Operate robots to perform customized tasks, such as environmental cleanup or explosive detection operations.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Make repairs to robots or peripheral equipment, such as replacement of defective circuit boards, sensors, controllers, encoders, or servomotors. | 5Estimated | 11.0% | 8% | |
| Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics. | 60Estimated | 51.0% | 8% | |
| Install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors. | 10Estimated | 13.0% | 7% | |
| Maintain service records of robotic equipment or automated production systems. | 95Estimated | 87.2% | 4% | |
| Modify computer-controlled robot movements. | 42.65Observed | 44.1% | 5% | |
| Perform preventive or corrective maintenance on robotic systems or components. | 5Estimated | 11.0% | 6% | |
| Align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes. | 30Estimated | 45.0% | 5% | |
| Attach wires between controllers. | 30Estimated | 45.0% | 4% | |
| Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality. | 65Estimated | 53.0% | 5% | |
| Program complex robotic systems, such as vision systems. | 70Estimated | 55.0% | 4% | |
| Test performance of robotic assemblies, using instruments such as oscilloscopes, electronic voltmeters, or bridges. | 27.58Observed | 38.0% | 5% | |
| Develop robotic path motions to maximize efficiency, safety, and quality. | 75Estimated | 57.0% | 4% | |
| Train customers or other personnel to install, use, or maintain robots. | 40Estimated | 31.0% | 4% | |
| Build or assemble robotic devices or systems. | 72.38Observed | 62.0% | 4% | |
| Fabricate housings, jigs, fittings, or fixtures, using metalworking machines. | 10Estimated | 13.0% | 3% | |
| Document robotics test procedures and results. | 95Estimated | 87.2% | 3% | |
| Assist engineers in the design, configuration, or application of robotic systems. | 70.23Observed | 55.1% | 4% | |
| Install new robotic systems in stationary positions or on tracks. | 5Estimated | 11.0% | 4% | |
| Train robots, using artificial intelligence software or interactive training techniques, to perform simple or complex tasks, such as designing and carrying out a series of iterative tests of chemical samples. | 56.25Observed | 49.5% | 3% | |
| Maintain inventories of robotic production supplies, such as sensors or cables. | 95Estimated | 87.2% | 3% | |
| Inspect installation sites. | 40Estimated | 43.0% | 3% | |
| Develop three-dimensional simulations of automation systems. | 70Estimated | 55.0% | 2% | |
| Operate robots to perform customized tasks, such as environmental cleanup or explosive detection operations. | 27.43Observed | 20.0% | 2% |
Protective Factors
Total protective discount: 30.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$70,760
per year
Mean Wage
$75,710
per year
Employment
15K
workers
Wage Range
$47,770 - $109,580
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
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Higher risk than 10% of other occupations
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26%Median salary: $62,630
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Electrical Engineering Technicians
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Higher risk than 24% of other occupations
Electrical and Electronics Repairers, Commercial and Industrial Equipment
27%Median salary: $71,300
Higher risk than 24% of other occupations
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
28%Median salary: $100,940
Higher risk than 28% of other occupations
Electronics Engineering Technologists
29%Median salary: $77,390
Higher risk than 32% of other occupations
Geological Sample Test Technicians
31%Higher risk than 45% of other occupations
Mechanical Engineering Technicians
31%Median salary: $68,730
Higher risk than 46% of other occupations
Environmental Engineering Technicians
37%Median salary: $58,890
Higher risk than 71% of other occupations
Manufacturing Production Technicians
40%Median salary: $77,390
Higher risk than 82% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Robotics Technicians professionals should diversify beyond them.
- 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.
- 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.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance 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.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership 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.
- 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.
- 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.
- Monitoring
Monitoring 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