AITakeover Tracker
26%medium risk

Radiologic Technicians

Maintain and use equipment and supplies necessary to demonstrate portions of the human body on x-ray film or fluoroscopic screen for diagnostic purposes.

Higher risk than 22% of occupations

AI Impact Summary

Radiologic Technicians faces moderate AI displacement risk with a score of 26/100. This occupation has higher AI displacement risk than 22% of all analyzed occupations. Of 23 analyzed tasks, 7 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)

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%

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

Memorization5%

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

Mathematics10%

Mathematics 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.

Social Perceptiveness90%

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

Service Orientation82%

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

Manual Dexterity80%

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

Coordination70%

Coordination 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.

Instructing75%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Radiologic 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.8pt risk+$3K/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.

Education & Training

Percentage of workers at each education and training level

Education Level

Some College26%
Post-Secondary Certificate4%
Associate's Degree67%
Bachelor's Degree2%

Prior Experience Needed

Work experience required to enter this job

None13%
1-3 months13%
3-6 months18%
6 months - 1 year8%
1-2 years32%
2-4 years17%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month51%
1-3 months27%
3-6 months12%
6 months - 1 year9%
1-2 years2%

How AI Impacts Each Task

23 tasks analyzed

Position x-ray equipment and adjust controls to set exposure factors, such as time and distance.

Risk: 13.0%AI: 10EstimatedTime: 8%

Use beam-restrictive devices and patient-shielding techniques to minimize radiation exposure to patient and staff.

Risk: 9.0%AI: 0EstimatedTime: 5%

Position patient on examining table and set up and adjust equipment to obtain optimum view of specific body area as requested by physician.

Risk: 9.0%AI: 0EstimatedTime: 8%

Process exposed radiographs using film processors or computer generated methods.

Risk: 86.0%AI: 92EstimatedTime: 4%

Explain procedures to patients to reduce anxieties and obtain cooperation.

Risk: 19.0%AI: 10EstimatedTime: 6%

Determine patients' x-ray needs by reading requests or instructions from physicians.

Risk: 84.0%AI: 87EstimatedTime: 4%

Prepare and set up x-ray room for patient.

Risk: 47.0%AI: 35EstimatedTime: 5%

Make exposures necessary for the requested procedures, rejecting and repeating work that does not meet established standards.

Risk: 51.0%AI: 60EstimatedTime: 8%

Operate digital picture archiving communications systems.

Risk: 88.0%AI: 97EstimatedTime: 3%

Transport patients to or from exam rooms.

Risk: 9.0%AI: 0EstimatedTime: 4%

Provide assistance to physicians or other technologists in the performance of more complex procedures.

Risk: 11.0%AI: 5EstimatedTime: 4%

Operate mobile x-ray equipment in operating room, emergency room, or at patient's bedside.

Risk: 9.0%AI: 0EstimatedTime: 5%

Prepare contrast material, radiopharmaceuticals, or anesthetic or antispasmodic drugs under the direction of a radiologist.

Risk: 47.0%AI: 35EstimatedTime: 3%

Perform procedures, such as linear tomography, mammography, sonograms, joint and cyst aspirations, routine contrast studies, routine fluoroscopy, or examinations of the head, trunk, or extremities under supervision of physician.

Risk: 11.0%AI: 5EstimatedTime: 6%

Coordinate work of other technicians or technologists when procedures require more than one person.

Risk: 21.0%AI: 15EstimatedTime: 3%

Collect and maintain records of patients examined, examinations performed, patient medical histories, views taken, or technical factors used.

Risk: 88.0%AI: 97EstimatedTime: 4%

Assure that sterile or non-sterile supplies such as contrast materials, catheters, films, chemicals, or other required equipment, are present and in working order or requisition materials.

Risk: 76.0%AI: 67EstimatedTime: 3%

Complete quality control activities, monitor equipment operation, and report malfunctioning equipment to supervisor.

Risk: 84.0%AI: 87EstimatedTime: 3%

Maintain a current file of examination protocols.

Risk: 65.5%AI: 40.77ObservedTime: 2%

Provide students or other technicians with suggestions of additional views, alternate positioning, or improved techniques to ensure the images produced are of the highest quality.

Risk: 31.0%AI: 40EstimatedTime: 3%

Perform general administrative tasks, such as answering phones, scheduling patient appointments, or pulling and filing films.

Risk: 86.0%AI: 92EstimatedTime: 4%

Assist with on-the-job training of new employees or students or provide input to supervisors regarding training performance.

Risk: 21.0%AI: 15EstimatedTime: 3%

Provide assistance in radiopharmaceutical administration, monitoring patients' vital signs and notifying the radiologist of any relevant changes.

Risk: 41.0%AI: 35EstimatedTime: 2%

Protective Factors

Total protective discount: 32.7%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityConcern for OthersAttention to DetailDependabilityAdaptability/FlexibilityCooperationSelf ControlInitiativeStress ToleranceIndependenceInnovationAchievement/Effort

Wage & Employment (2024)

Median Wage

$48,790

per year

Mean Wage

$56,370

per year

Employment

174K

workers

Wage Range

$37,290 - $81,290

10th - 90th pct

Wage Distribution

$37,290Median: $48,790$81,290
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Radiologic 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

    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.

  • Mathematics

    Mathematics 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.

  • Leadership

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

  • Social Perceptiveness

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

  • Service Orientation

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

  • Manual Dexterity

    Manual Dexterity 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

-0.8

overall change

Checking for existing plan...