Biomedical Engineers
Apply knowledge of engineering, biology, and biomechanical principles to the design, development, and evaluation of biological and health systems and products, such as artificial organs, prostheses, instrumentation, medical information systems, and health management and care delivery systems.
AI Impact Summary
Biomedical Engineers faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 33% of all analyzed occupations. Of 20 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 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 Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Programming 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.
AI-Resistant Skills (11)
Complex Problem Solving 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.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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 Biomedical 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
Creative Writing Specialization
by Wesleyan University
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
20 tasks analyzed
Design and develop medical diagnostic and clinical instrumentation, equipment, and procedures, using the principles of engineering and biobehavioral sciences.
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
Manage teams of engineers by creating schedules, tracking inventory, creating and using budgets, and overseeing contract obligations and deadlines.
Adapt or design computer hardware or software for medical science uses.
Evaluate the safety, efficiency, and effectiveness of biomedical equipment.
Teach biomedical engineering or disseminate knowledge about the field through writing or consulting.
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
Diagnose and interpret bioelectric data, using signal processing techniques.
Design and deliver technology to assist people with disabilities.
Research new materials to be used for products, such as implanted artificial organs.
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.
Advise and assist in the application of instrumentation in clinical environments.
Install, adjust, maintain, repair, or provide technical support for biomedical equipment.
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.
Analyze new medical procedures to forecast likely outcomes.
Develop new applications for energy sources, such as using nuclear power for biomedical implants.
Conduct preventative maintenance on equipment.
Keep documentation of service histories on all biomedical equipment.
Advise hospital administrators on the planning, acquisition, and use of medical equipment.
Design and deliver technology, such as prosthetic devices, to assist people with disabilities.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Design and develop medical diagnostic and clinical instrumentation, equipment, and procedures, using the principles of engineering and biobehavioral sciences. | 40Estimated | 43.0% | 10% | |
| Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals. | 56.93Observed | 49.8% | 10% | |
| Manage teams of engineers by creating schedules, tracking inventory, creating and using budgets, and overseeing contract obligations and deadlines. | 35Estimated | 29.0% | 5% | |
| Adapt or design computer hardware or software for medical science uses. | 50Estimated | 47.0% | 8% | |
| Evaluate the safety, efficiency, and effectiveness of biomedical equipment. | 30Estimated | 39.0% | 8% | |
| Teach biomedical engineering or disseminate knowledge about the field through writing or consulting. | 68.85Observed | 42.5% | 4% | |
| Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes. | 60Estimated | 51.0% | 6% | |
| Diagnose and interpret bioelectric data, using signal processing techniques. | 70Estimated | 55.0% | 6% | |
| Design and deliver technology to assist people with disabilities. | 30Estimated | 39.0% | 4% | |
| Research new materials to be used for products, such as implanted artificial organs. | 60Estimated | 51.0% | 6% | |
| Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment. | 92Estimated | 86.0% | 5% | |
| Advise and assist in the application of instrumentation in clinical environments. | 15Estimated | 21.0% | 4% | |
| Install, adjust, maintain, repair, or provide technical support for biomedical equipment. | 10Estimated | 13.0% | 4% | |
| Conduct training or in-services to educate clinicians and other personnel on proper use of equipment. | 30Estimated | 27.0% | 3% | |
| Analyze new medical procedures to forecast likely outcomes. | 60Estimated | 51.0% | 3% | |
| Develop new applications for energy sources, such as using nuclear power for biomedical implants. | 30Estimated | 39.0% | 2% | |
| Conduct preventative maintenance on equipment. | 40Estimated | 49.0% | 3% | |
| Keep documentation of service histories on all biomedical equipment. | 92Estimated | 86.0% | 2% | |
| Advise hospital administrators on the planning, acquisition, and use of medical equipment. | 20Estimated | 23.0% | 2% | |
| Design and deliver technology, such as prosthetic devices, to assist people with disabilities. | 30Estimated | 39.0% | 5% |
Protective Factors
Total protective discount: 35.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$106,950
per year
Mean Wage
$115,020
per year
Employment
22K
workers
Wage Range
$71,860 - $165,060
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Biomedical Engineers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics 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.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Programming
Programming 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.
- Complex Problem Solving
Complex Problem Solving 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.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Systems Analysis
Systems Analysis 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.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change
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