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How a radiologist can use AI, task by task

O*NET 29-1224.00: RadiologistsMedian pay $420,860/year (BLS, May 2025)30 tasksJob Zone 5: Extensive preparation

Diagnose and treat diseases and injuries using medical imaging techniques, such as x rays, magnetic resonance imaging (MRI), nuclear medicine, and ultrasounds. May perform minimally invasive medical procedures and tests.

Your job title Type your own title and every prompt on this page updates to match. Also called: Attending Physician, Diagnostic Radiologist, Interventional Neuroradiologist, Interventional Radiologist, Musculoskeletal Specialty Radiologist (MSK Specialty Radiologist), Neuroradiologist, Nuclear Medicine Physician, Nuclear Medicine Specialist, Physician, Radiologist.

Where AI fits in this job

AI-ready 12%AI-assist 30%Stays human 58%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 2 AI-ready, 9 AI-assist and 19 human-led tasks out of 30. This measures where AI can help, not whether the job will disappear.

Information & paperwork

Thinking & planning

People & communication

Leading & teaching

Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.Prepare to ask · Hourly or more
Prepare comprehensive interpretive reports of findings.Write it up · Hourly or more
Document the performance, interpretation, or outcomes of all procedures performed.Write it up · Several times a day

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.Hands-on care · Hourly or more
Review or transmit images and information using picture archiving or communications systems.Make the call · Hourly or more
Communicate examination results or diagnostic information to referring physicians, patients, or families.Be there for people · Several times a day

Skills to build & where you could move ↓

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 2

AI produces a usable first pass. You review it, fix it and own it.

Prepare comprehensive interpretive reports of findings.

Hourly or more

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 49% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a radiologist. Part of my job is to prepare comprehensive interpretive reports of findings.

Context: We use Epic Systems and MEDITECH software.
Care provided: [assessments, training, progress]
Notes: [paste without names]

Draft a progress or discharge report. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Care summary report

Step 1Pick a real example: the next time you prepare comprehensive interpretive reports of findings (today).

Step 2Fill in [Care provided] and [Notes] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 5.0/5 · core task · O*NET work activity: Prepare reports summarizing patient diagnostic or care activities..

Document the performance, interpretation, or outcomes of all procedures performed.

Several times a day

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a radiologist. Part of my job is to document the performance, interpretation, or outcomes of all procedures performed.

Context: We use Epic Systems and MEDITECH software.
Specialty: [chiropractic, dental, general]
What to capture: [conditions, meds, allergies, history]

Draft a medical history template with prompts. No patient data. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: History-taking template

Step 1Pick a real example: the next time you document the performance, interpretation and outcomes of all procedures.

Step 2Fill in [Specialty] and [What to capture] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.9/5 · core task · O*NET work activity: Record patient medical histories..

AI can help you prep these 9

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.

Hourly or more

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a radiologist. Part of my job is to obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.

Context: We use Epic Systems and MEDITECH software; the work draws on medicine and dentistry, biology and physics.
Setting: [pre-anesthesia, therapy, respiratory care]
What I must capture: [conditions, meds, allergies]

Write a structured intake question list in plain language, follow-ups for vague answers, and red flags that need escalation. No patient data.

10-minute exercise: Health history intake

Step 1Pick a real example: the next time you obtain patients' histories (today). Leave out names and identifying details.

Step 2Fill in [Setting] and [What I must capture] with the real details, then run the prompt.

Step 3Compare it with your current form. Add only questions your protocol allows.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.8/5 · core task · O*NET work activity: Gather medical information from patient histories.. Also involves: Collect medical information from patients, family members, or other medical professionals..

Develop or monitor procedures to ensure adequate quality control of images.

Several times a day

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a radiologist. Part of my job is to develop or monitor procedures to ensure adequate quality control of images.

Context: We use Epic Systems and MEDITECH software.
Area: [imaging quality, medication, procedures]
Risks: [what could go wrong]
Standards: [regulations, accreditation]

Draft a procedure with purpose, steps, responsibilities, checks and documentation. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Quality and safety procedure

Step 1Pick a real example: the next time you develop or monitor procedures to ensure adequate quality control of images.

Step 2Fill in [Area], [Risks] and [Standards] with the real details, then run the prompt.

Step 3Pilot it for a month before finalizing.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.6/5 · core task · O*NET work activity: Develop healthcare quality and safety procedures..

Instruct radiologic staff in desired techniques, positions, or projections.

Daily

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a radiologist. Part of my job is to instruct radiologic staff in desired techniques, positions, or projections.

Context: We use Epic Systems and MEDITECH software; the work draws on medicine and dentistry, biology and physics.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Teach clinical techniques

Step 1Pick a real example: the next time you instruct radiologic staff (today).

Step 2Fill in [Technique] and [Learners] with the real details, then run the prompt.

Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.4/5 · core task · O*NET work activity: Train medical providers..

Establish or enforce standards for protection of patients or personnel.

Weekly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a radiologist. Part of my job is to establish or enforce standards for protection of patients or personnel.

Context: We use Epic Systems and MEDITECH software; the work draws on medicine and dentistry, biology and physics.
Activity: [orders, equipment, procedures]
Standards: [protocols, regulations]

Make a checklist to verify each standard is met, with evidence. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Medical standards check

Step 1Pick a real example: the next time you establish or enforce standards (this week). Leave out names and identifying details.

Step 2Fill in [Activity] and [Standards] with the real details, then run the prompt.

Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.5/5 · core task · O*NET work activity: Verify that medical activities or operations meet standards.. Also involves: Determine protocols for medical procedures..

Participate in continuing education activities to maintain and develop expertise.

Monthly

AI explains and quizzes you; confirm against official sources.

Show prompt & steps

AI can explain new developments and quiz you. Confirm what you learn against official sources.

Ready-to-use prompt

I work as a radiologist. Part of my job is to participate in continuing education activities to maintain and develop expertise.

Context: The work draws on medicine and dentistry, biology and physics.
Specialty: [describe]
Topic: [guideline, technique]

Summarize recent evidence, quiz me, and list guidelines to read. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Clinical update

Step 1Pick a real example: the next time you participate in continuing education activities.

Step 2Fill in [Specialty] and [Topic] with the real details, then run the prompt.

Step 3Check one claim against an official or professional source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 4.2/5 · core task · O*NET work activity: Maintain medical or professional knowledge..

Participate in quality improvement activities including discussions of areas where risk of error is high.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a radiologist. Part of my job is to participate in quality improvement activities including discussions of areas where risk of error is high.

Context: We use Epic Systems and MEDITECH software.
Area: [imaging quality, medication, procedures]
Risks: [what could go wrong]
Standards: [regulations, accreditation]

Draft a procedure with purpose, steps, responsibilities, checks and documentation. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Quality and safety procedure

Step 1Pick a real example: the next time you participate in quality improvement activities.

Step 2Fill in [Area], [Risks] and [Standards] with the real details, then run the prompt.

Step 3Pilot it for a month before finalizing.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.1/5 · core task · O*NET work activity: Develop healthcare quality and safety procedures..

Establish and enforce radiation protection standards for patients and staff.

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a radiologist. Part of my job is to establish and enforce radiation protection standards for patients and staff.

Context: We use Epic Systems and MEDITECH software; the work draws on medicine and dentistry, biology and physics.
Activity: [orders, equipment, procedures]
Standards: [protocols, regulations]

Make a checklist to verify each standard is met, with evidence. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Medical standards check

Step 1Pick a real example: the next time you establish and enforce radiation protection standards. Leave out names and identifying details.

Step 2Fill in [Activity] and [Standards] with the real details, then run the prompt.

Step 3Do your usual review too, and note what AI caught and what it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

O*NET work activity: Verify that medical activities or operations meet standards.. Also involves: Determine protocols for medical procedures..

Review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used.

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a radiologist. Part of my job is to review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used.

Context: We use Epic Systems and MEDITECH software.
What I verify: [prescriptions, orders, IDs]
Checks required: [your protocol]

Make a verification checklist. No patient details. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Patient information verification

Step 1Pick a real example: the next time you review procedure requests and patients' medical histories. Leave out names and identifying details.

Step 2Fill in [What I verify] and [Checks required] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

O*NET work activity: Verify accuracy of patient information..

Teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level.

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a radiologist. Part of my job is to teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level.

Context: We use Epic Systems and MEDITECH software; the work draws on medicine and dentistry, biology and physics.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Teach clinical techniques

Step 1Pick a real example: the next time you teach nuclear medicine and diagnostic radiology.

Step 2Fill in [Technique] and [Learners] with the real details, then run the prompt.

Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

O*NET work activity: Train medical providers..

These stay human 19

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Frequency of decisions: every day · Dealing with the public: very important · Impact of decisions: important results

Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.

Hourly or more

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a radiologist. Part of my job is to perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.

Context: The work draws on medicine and dentistry, biology and physics.
Modality: [CT, MRI, ultrasound]
Exam: [type]

List set-up and safety checks. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Imaging equipment use

Step 1Pick a real example: the next time you perform or interpret the outcomes of diagnostic imaging procedures (today).

Step 2Fill in [Modality] and [Exam] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.9/5 · core task · O*NET work activity: Operate diagnostic imaging equipment.. Also involves: Analyze test data or images to inform diagnosis or treatment..

Review or transmit images and information using picture archiving or communications systems.

Hourly or more

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a radiologist. Part of my job is to review or transmit images and information using picture archiving or communications systems.

Context: The work draws on medicine and dentistry, biology and physics.
Test or image: [x-ray, lab, scan]
Clinical question: [what to rule in or out]

List systematic review steps and pitfalls. I make the diagnosis. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Interpretation checklist

Step 1Pick a real example: the next time you review or transmit images and information (today).

Step 2Fill in [Test or image] and [Clinical question] with the real details, then run the prompt.

Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.8/5 · core task · O*NET work activity: Analyze test data or images to inform diagnosis or treatment.. Also involves: Send information, materials or documentation..

Communicate examination results or diagnostic information to referring physicians, patients, or families.

Several times a day

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a radiologist. Part of my job is to communicate examination results or diagnostic information to referring physicians, patients, or families.

Context: The work draws on medicine and dentistry, biology and physics.
Conversation: [treatment plan, medication advice, costs; no patient details]
Who: [patient, family]

Help me explain it clearly: key points, plain words for medical terms, questions they may ask, and how to check understanding. Then play the patient so I can practice.

10-minute exercise: Discussing treatment information

Step 1Pick a real example: the next time you communicate examination results or diagnostic information. Leave out names and identifying details.

Step 2Fill in [Conversation] and [Who] with the real details, then run the prompt.

Step 3Use teach-back in the real conversation to check understanding.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.8/5 · core task · O*NET work activity: Communicate detailed medical information to patients or family members.. Also involves: Communicate test or assessment results to medical professionals..

Confer with medical professionals regarding image-based diagnoses.

Several times a day

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a radiologist. Part of my job is to confer with medical professionals regarding image-based diagnoses.

Context: The work draws on medicine and dentistry, biology and physics.
Patient situation: [general, no identifiers]
Who: [physician, physicist, team]

Prepare an SBAR-style update and questions. Then play the clinician so I can practice. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Update the care team

Step 1Pick a real example: the next time you confer with medical professionals regarding image-based diagnoses.

Step 2Fill in [Patient situation] and [Who] with the real details, then run the prompt.

Step 3Use your facility's handoff format in the real update.

Importance 4.8/5 · core task · O*NET work activity: Inform medical professionals regarding patient conditions and care..

Coordinate radiological services with other medical activities.

Daily

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a radiologist. Part of my job is to coordinate radiological services with other medical activities.

Context: The work draws on medicine and dentistry, biology and physics.
Case: [general, no identifiers]
Question: [what you need from colleagues]

Prepare a summary, the question and options. Then play the colleague. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Interdisciplinary consult prep

Step 1Pick a real example: the next time you coordinate radiological services with other medical activities (today).

Step 2Fill in [Case] and [Question] with the real details, then run the prompt.

Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.4/5 · core task · O*NET work activity: Collaborate with healthcare professionals to plan or provide treatment..

Provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments.

Daily

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a radiologist. Part of my job is to provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments.

Context: The work draws on medicine and dentistry, biology and physics.
Procedure or result: [describe generally, no patient details]
Who: [patient, family]

Prepare a calm explanation, risks in plain words, and answers to likely fears. Then play the patient.

10-minute exercise: Explain a procedure or result

Step 1Pick a real example: the next time you provide counseling (today). Leave out names and identifying details.

Step 2Fill in [Procedure or result] and [Who] with the real details, then run the prompt.

Step 3Check facts with the treating clinician first.

Importance 4.5/5 · core task · O*NET work activity: Explain medical procedures or test results to patients or family members..

Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement.

Daily

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Prep prompt

I work as a radiologist. Part of my job is to perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement.

Context: The work draws on medicine and dentistry, biology and physics.
Procedure: [type]
Key steps: [describe]

Summarize as study notes with risks and patient education points. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Surgical case prep notes

Step 1Pick a real example: the next time you perform interventional procedures (today).

Step 2Fill in [Procedure] and [Key steps] with the real details, then run the prompt.

Step 3Your training and guidelines are the authority.

Importance 4.7/5 · O*NET work activity: Operate on patients to treat conditions..

Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.

Monthly

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Prep prompt

I work as a radiologist. Part of my job is to recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.

Context: The work draws on medicine and dentistry, biology and physics.
Procedure: [type]
Recovery period: [timing]

List complications to watch for, when to escalate, and plain-language aftercare instructions for patients. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Post-procedure watch list

Step 1Pick a real example: the next time you recognize or treat complications.

Step 2Fill in [Procedure] and [Recovery period] with the real details, then run the prompt.

Step 3Use the aftercare wording with your next patient.

Importance 4.8/5 · core task · O*NET work activity: Monitor patients following surgeries or other treatments..

Develop treatment plans for radiology patients.

Daily

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a radiologist. Part of my job is to develop treatment plans for radiology patients.

Context: The work draws on medicine and dentistry, biology and physics.
Situation: [condition or project, no names]
Options: [list]

Compare options and risks; list information needed. I decide. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Plan options review

Step 1Pick a real example: the next time you develop treatment plans for radiology patients (today). Leave out names and identifying details.

Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.

Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.3/5 · O*NET work activity: Develop medical treatment plans..

Administer radioisotopes to clinical patients or research subjects.

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Prep prompt

I work as a radiologist. Part of my job is to administer radioisotopes to clinical patients or research subjects.

Context: The work draws on medicine and dentistry, biology and physics.
Agent: [contrast, radioisotope]
Procedure: [describe]

Summarize screening, safety and monitoring. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Contrast or tracer administration notes

Step 1Pick a real example: the next time you administer radioisotopes. Leave out names and identifying details.

Step 2Fill in [Agent] and [Procedure] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

O*NET work activity: Administer medical substances for imaging or other procedures..

Advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials.

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a radiologist. Part of my job is to advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials.

Context: The work draws on medicine and dentistry, biology and physics.
Question: [discharge, communication, specialty topic]
Who: [clinicians, educators]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Clinical consultation

Step 1Pick a real example: the next time you advise limitations, assessments and risks of diagnostic and therapeutic.

Step 2Fill in [Question] and [Who] with the real details, then run the prompt.

Step 3After the real conversation, write down what worked so you can reuse it.

O*NET work activity: Advise medical personnel regarding healthcare issues..

Calculate, measure, or prepare radioisotope dosages.

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a radiologist. Part of my job is to calculate, measure, or prepare radioisotope dosages.

Context: The work draws on medicine and dentistry, biology and physics.
Preparation: [sterile solution, compound]
Standards: [USP, facility SOP]

Make a step checklist with calculations to double-check and documentation. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Compounding checklist

Step 1Pick a real example: the next time you calculate, measure, or prepare radioisotope dosages.

Step 2Fill in [Preparation] and [Standards] with the real details, then run the prompt.

Step 3Follow your facility SOP over anything here.

O*NET work activity: Prepare medications or medical solutions.. Also involves: Calculate numerical data for medical activities..

Check and approve the quality of diagnostic images before patients are discharged.

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a radiologist. Part of my job is to check and approve the quality of diagnostic images before patients are discharged.

Context: The work draws on medicine and dentistry, biology and physics.
Imaging type: [x-ray, CT, MRI]
Quality criteria: [positioning, exposure, artifacts]

Make a quality checklist and common faults with fixes. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Image quality checklist

Step 1Pick a real example: the next time you check and approve the quality of diagnostic images. Leave out names and identifying details.

Step 2Fill in [Imaging type] and [Quality criteria] with the real details, then run the prompt.

Step 3Make the call yourself, then note whether anything it raised changed your mind.

O*NET work activity: Check quality of diagnostic images..

Compare nuclear medicine procedures with other types of procedures, such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a radiologist. Part of my job is to compare nuclear medicine procedures with other types of procedures, such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.

Context: The work draws on medicine and dentistry, biology and physics.
Condition: [general, no patient details]
Options: [list]

Compare options on benefits, risks, evidence strength and patient preferences, with sources to verify. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Treatment options comparison

Step 1Pick a real example: the next time you compare nuclear medicine procedures.

Step 2Fill in [Condition] and [Options] with the real details, then run the prompt.

Step 3Use it to prepare for a shared decision conversation.

O*NET work activity: Evaluate treatment options to guide medical decisions..

Direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections.

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a radiologist. Part of my job is to direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections.

Context: The work draws on medicine and dentistry, biology and physics.
Team: [counselors, clinicians, staff]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising care staff

Step 1Pick a real example: the next time you direct nuclear medicine technologists or technicians regarding desired dosages.

Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.

Step 3Afterward, note one thing people responded to and one thing you'd change.

O*NET work activity: Supervise patient care personnel..

Formulate plans and procedures for nuclear medicine departments.

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a radiologist. Part of my job is to formulate plans and procedures for nuclear medicine departments.

Context: The work draws on medicine and dentistry, biology and physics.
Service: [describe]
Issue: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Managing healthcare operations

Step 1Pick a real example: the next time you formulate plans and procedures.

Step 2Fill in [Service] and [Issue] with the real details, then run the prompt.

Step 3Afterward, note one thing people responded to and one thing you'd change.

O*NET work activity: Manage healthcare operations..

Monitor handling of radioactive materials to ensure that established procedures are followed.

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a radiologist. Part of my job is to monitor handling of radioactive materials to ensure that established procedures are followed.

Context: The work draws on medicine and dentistry, biology and physics.
Materials: [type of hazardous or medical waste]
Procedures: [your handling rules]

Make an observation checklist for safe handling, labelling, storage and records. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Hazardous materials handling check

Step 1Pick a real example: the next time you monitor handling of radioactive materials.

Step 2Fill in [Materials] and [Procedures] with the real details, then run the prompt.

Step 3Compare with regulations and your safety plan.

O*NET work activity: Monitor the handling of hazardous materials or medical wastes..

Prescribe radionuclides and dosages to be administered to individual patients.

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a radiologist. Part of my job is to prescribe radionuclides and dosages to be administered to individual patients.

Context: The work draws on medicine and dentistry, biology and physics.
Indication: [general]
Options: [drugs]

List considerations, interactions and dosing to verify. I prescribe. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Prescribing check

Step 1Pick a real example: the next time you prescribe radionuclides and dosages. Leave out names and identifying details.

Step 2Fill in [Indication] and [Options] with the real details, then run the prompt.

Step 3Make the call yourself, then note whether anything it raised changed your mind.

O*NET work activity: Prescribe medications..

Test dosage evaluation instruments and survey meters to ensure they are operating properly.

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a radiologist. Part of my job is to test dosage evaluation instruments and survey meters to ensure they are operating properly.

Context: The work draws on medicine and dentistry, biology and physics.
Equipment: [anesthesia machine, therapy unit, monitor]
Manufacturer checks: [paste]

Make a pre-use test sequence and log. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Medical equipment pre-test

Step 1Pick a real example: the next time you test dosage evaluation instruments.

Step 2Fill in [Equipment] and [Manufacturer checks] with the real details, then run the prompt.

Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

O*NET work activity: Examine medical instruments or equipment to ensure proper operation..

Get the full prompt pack for Radiologists

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

Active Listeningimportance 4.2/5
Used in: Interpreting the Meaning of Information for Others
Critical Thinkingimportance 4.1/5
Used in: Interpreting the Meaning of Information for Others
Speakingimportance 4.2/5
Used in: Interpreting the Meaning of Information for Others
Reading Comprehensionimportance 4.2/5
Used in: Interpreting the Meaning of Information for Others

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

Active Learningimportance 3.9/5
Used in: Training and Teaching Others
Learning Strategiesimportance 3.2/5
Used in: Training and Teaching Others
Judgment and Decision Makingimportance 4.1/5
Used in: Training and Teaching Others
Management of Personnel Resourcesimportance 3.0/5
Used in: Training and Teaching Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Ophthalmologists, Except Pediatric90% human-led · Same preparation · $300,080/yr · usually post-doctoral training
Skills to build: Persuasion, Mathematics, Instructing
Physicians, Pathologists65% human-led · Same preparation · $312,400/yr · usually post-doctoral training
Skills to build: Writing, Management of Personnel Resources, Judgment and Decision Making

Getting into this job

Post-doctoral training is most common (58% of workers)

Certificate or some college 3%
Associate's 11%
Graduate degree 86%

On-the-job training: 1–2 years
Related experience: 4–6 years
Professional certification: important (4.9/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

eClinicalWorks EHR softwareEpic SystemsMEDITECH softwareMicrosoft ExcelMicrosoft Word