AITakeover Tracker
29%medium risk

Radiologic Technologists

Take x rays and CAT scans or administer nonradioactive materials into patient's blood stream for diagnostic purposes. Includes technologists who specialize in other scanning modalities.

Higher risk than 32% of occupations

AI Impact Summary

Radiologic Technologists faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 32% 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)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering 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.

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.

Coordination70%

Coordination 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.

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)

WritingCritical ThinkingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Radiologic Technologists 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

-6.9pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.3pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/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 College24%
Post-Secondary Certificate4%
Associate's Degree63%
Bachelor's Degree3%
Level 106%

Prior Experience Needed

Work experience required to enter this job

None48%
Up to 1 month1%
1-3 months4%
3-6 months7%
6 months - 1 year4%
1-2 years25%
2-4 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

None5%
Up to 1 month32%
1-3 months32%
3-6 months20%
6 months - 1 year8%
1-2 years2%
2-4 years1%

How AI Impacts Each Task

23 tasks analyzed

Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.

Risk: 59.0%AI: 80EstimatedTime: 7%

Operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.

Risk: 47.0%AI: 35EstimatedTime: 9%

Use radiation safety measures and protection devices to comply with government regulations and to ensure safety of patients and staff.

Risk: 41.0%AI: 20EstimatedTime: 5%

Position imaging equipment and adjust controls to set exposure time and distance, according to specification of examination.

Risk: 51.0%AI: 45EstimatedTime: 7%

Explain procedures and observe patients to ensure safety and comfort during scan.

Risk: 21.0%AI: 15EstimatedTime: 7%

Position and immobilize patient on examining table.

Risk: 11.0%AI: 5EstimatedTime: 8%

Take thorough and accurate patient medical histories.

Risk: 85.2%AI: 90EstimatedTime: 5%

Key commands and data into computer to document and specify scan sequences, adjust transmitters and receivers, or photograph certain images.

Risk: 86.0%AI: 92EstimatedTime: 5%

Set up examination rooms, ensuring that all necessary equipment is ready.

Risk: 41.0%AI: 20EstimatedTime: 4%

Monitor patients' conditions and reactions, reporting abnormal signs to physician.

Risk: 47.0%AI: 50EstimatedTime: 5%

Prepare and administer oral or injected contrast media to patients.

Risk: 11.0%AI: 5EstimatedTime: 4%

Record, process, and maintain patient data or treatment records and prepare reports.

Risk: 65.3%AI: 40.28ObservedTime: 5%

Monitor video display of area being scanned and adjust density or contrast to improve picture quality.

Risk: 61.0%AI: 85EstimatedTime: 5%

Coordinate work with clerical personnel or other technologists.

Risk: 31.0%AI: 40EstimatedTime: 3%

Remove and process film.

Risk: 45.0%AI: 30EstimatedTime: 2%

Provide assistance in dressing or changing seriously ill, injured, or disabled patients.

Risk: 11.0%AI: 5EstimatedTime: 3%

Operate fluoroscope to aid physician to view and guide wire or catheter through blood vessels to area of interest.

Risk: 13.0%AI: 10EstimatedTime: 3%

Collaborate with other medical team members, such as physicians or nurses, to conduct angiography or special vascular procedures.

Risk: 23.0%AI: 20EstimatedTime: 3%

Measure thickness of section to be radiographed, using instruments similar to measuring tapes.

Risk: 63.0%AI: 75EstimatedTime: 2%

Assign duties to radiologic staff to maintain patient flows and achieve production goals.

Risk: 35.0%AI: 50EstimatedTime: 2%

Perform scheduled maintenance or minor emergency repairs on radiographic equipment.

Risk: 13.0%AI: 10EstimatedTime: 2%

Demonstrate new equipment, procedures, or techniques to staff and provide technical assistance.

Risk: 27.0%AI: 30EstimatedTime: 2%

Perform administrative duties, such as developing departmental operating budget, coordinating purchases of supplies or equipment, or preparing work schedules.

Risk: 85.2%AI: 90EstimatedTime: 2%

Protective Factors

Total protective discount: 34.2%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityCooperationSelf ControlAttention to DetailConcern for OthersIndependenceAdaptability/FlexibilityStress ToleranceInitiativeSocial OrientationPersistence

Wage & Employment (2024)

Median Wage

$77,660

per year

Mean Wage

$79,760

per year

Employment

223K

workers

Wage Range

$52,360 - $106,990

10th - 90th pct

Wage Distribution

$52,360Median: $77,660$106,990
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Radiologic Technologists professionals should diversify beyond them.

  • 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.

  • 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.

  • 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.

  • Coordination

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

  • Service Orientation

    Service Orientation 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.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • 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.

  • Monitoring

    Monitoring 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.

Score History

Risk score over 2 scoring runs

-1.1

overall change

Checking for existing plan...