Robotics Engineers
Research, design, develop, or test robotic applications.
How AI Impacts Each Task
24 tasks analyzed
Review or approve designs, calculations, or cost estimates.
Process or interpret signals or sensor data.
Debug robotics programs.
Build, configure, or test robots or robotic applications.
Create back-ups of robot programs or parameters.
Provide technical support for robotic systems.
Design end-of-arm tooling.
Design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems.
Supervise technologists, technicians, or other engineers.
Design software to control robotic systems for applications, such as military defense or manufacturing.
Conduct research on robotic technology to create new robotic systems or system capabilities.
Investigate mechanical failures or unexpected maintenance problems.
Integrate robotics with peripherals, such as welders, controllers, or other equipment.
Evaluate robotic systems or prototypes.
Install, calibrate, operate, or maintain robots.
Conduct research into the feasibility, design, operation, or performance of robotic mechanisms, components, or systems, such as planetary rovers, multiple mobile robots, reconfigurable robots, or man-machine interactions.
Document robotic application development, maintenance, or changes.
Design automated robotic systems to increase production volume or precision in high-throughput operations, such as automated ribonucleic acid (RNA) analysis or sorting, moving, or stacking production materials.
Design or program robotics systems for environmental clean-up applications to minimize human exposure to toxic or hazardous materials or to improve the quality or speed of clean-up operations.
Write algorithms or programming code for ad hoc robotic applications.
Plan mobile robot paths and teach path plans to robots.
Make system device lists or event timing charts.
Design robotics applications for manufacturers of green products, such as wind turbines or solar panels, to increase production time, eliminate waste, or reduce costs.
Automate assays on laboratory robotics.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Review or approve designs, calculations, or cost estimates. | 50Estimated | 47.0% | 4% | |
| Process or interpret signals or sensor data. | 70Estimated | 55.0% | 5% | |
| Debug robotics programs. | 63.28Observed | 52.3% | 6% | |
| Build, configure, or test robots or robotic applications. | 10Estimated | 13.0% | 6% | |
| Create back-ups of robot programs or parameters. | 97Estimated | 88.0% | 2% | |
| Provide technical support for robotic systems. | 63.78Observed | 40.5% | 4% | |
| Design end-of-arm tooling. | 50Estimated | 47.0% | 4% | |
| Design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems. | 73.83Observed | 56.5% | 6% | |
| Supervise technologists, technicians, or other engineers. | 10Estimated | 19.0% | 4% | |
| Design software to control robotic systems for applications, such as military defense or manufacturing. | 68.38Observed | 54.4% | 6% | |
| Conduct research on robotic technology to create new robotic systems or system capabilities. | 50Estimated | 47.0% | 4% | |
| Investigate mechanical failures or unexpected maintenance problems. | 40Estimated | 43.0% | 5% | |
| Integrate robotics with peripherals, such as welders, controllers, or other equipment. | 40Estimated | 43.0% | 5% | |
| Evaluate robotic systems or prototypes. | 39.7Observed | 42.9% | 4% | |
| Install, calibrate, operate, or maintain robots. | 55.15Observed | 31.1% | 5% | |
| Conduct research into the feasibility, design, operation, or performance of robotic mechanisms, components, or systems, such as planetary rovers, multiple mobile robots, reconfigurable robots, or man-machine interactions. | 65.48Observed | 53.2% | 4% | |
| Document robotic application development, maintenance, or changes. | 54.02Observed | 70.8% | 3% | |
| Design automated robotic systems to increase production volume or precision in high-throughput operations, such as automated ribonucleic acid (RNA) analysis or sorting, moving, or stacking production materials. | 55Estimated | 49.0% | 4% | |
| Design or program robotics systems for environmental clean-up applications to minimize human exposure to toxic or hazardous materials or to improve the quality or speed of clean-up operations. | 50Estimated | 47.0% | 3% | |
| Write algorithms or programming code for ad hoc robotic applications. | 63.7Observed | 52.5% | 4% | |
| Plan mobile robot paths and teach path plans to robots. | 38.32Observed | 42.3% | 3% | |
| Make system device lists or event timing charts. | 92Estimated | 86.0% | 3% | |
| Design robotics applications for manufacturers of green products, such as wind turbines or solar panels, to increase production time, eliminate waste, or reduce costs. | 55Estimated | 49.0% | 3% | |
| Automate assays on laboratory robotics. | 60Estimated | 51.0% | 2% |
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.
High reliance on Programming 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.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Robotics Engineers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Machine Learning Specialization
by Stanford / DeepLearning.AI
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Systems Thinking In Practice
by The Open University
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Strengthen Your Edge
Double down on skills AI can't replicate
Design Patterns in C# and .NET
by Pluralsight
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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
overall change
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
Related News
Recent articles about AI affecting this occupation
US Ban on Chinese Robots Threatens American Manufacturing Supply Chains
New U.S. restrictions on Chinese robotics could disrupt domestic manufacturing operations that rely heavily on imported components. The ban highlights a critical vulnerability for American factory floors and automation timelines.
Experts call FCC’s block on foreign robotics a nearshoring tactic
The FCC's recent move to block foreign robotics is being viewed as a strategic push to force domestic manufacturing. This regulatory shift could rapidly accelerate US-based industrial automation and reshape factory hiring.
New AI Robotics and Open Models Signal Shifting Tech Skill Demands
Recent advancements in open AI models and intelligent robotics from Google and Nvidia indicate a rapid shift toward embodied AI. Tech professionals will need to adapt as hardware-software integration becomes the new industry standard.
Nvidia pushes 'physical AI' in Japan, accelerating robotics automation
The chip giant is rolling out Cosmos 3 Edge and investing heavily in Japan's robotics infrastructure. This move signals a major push toward deploying AI in physical, blue-collar environments.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis