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AI Automation Index
Task-level automation exposure for Pediatric Surgeons: 18 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
18 of 18 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
1,190 people hold this job — size, not growth
Projected 2025–35
0 openings a year · BLS line item
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
18 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
1 tasks
9 tasks
8 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.
decision support — Treatment goals need clinical accountability and context
Conduct research to develop and test surgical techniques that can improve operating procedures and outcomes.
information retrieval — Literature review aided; wet-lab and clinical research human
Consult with patient's other medical care specialists, such as cardiologist and endocrinologist, to determine if surgery is necessary.
interpersonal — Care planning conferral is collaborative clinical judgment
Describe preoperative and postoperative treatments and procedures, such as sedatives, diets, antibiotics, or preparation and treatment of the patient's operative area, to parents or guardians of the patient.
decision support — Prescribing therapy requires licensed clinical accountability
Direct and coordinate activities of nurses, assistants, specialists, residents, and other medical staff.
interpersonal — Patient care supervision is live clinical leadership
Examine fetuses, infants, children, and adolescents, and diagnose health issues to determine need for intervention, such as surgery.
decision support — AI suggests differentials; clinician examines and owns diagnosis
Examine instruments, equipment, and operating room to ensure sterility.
physical manipulation — Loading and operating sterilizing equipment by hand
Examine patient to obtain information on medical condition and surgical risk.
visual inspection — Patient physical assessment is hands-on clinical work
Follow established surgical techniques during the operation.
decision support — AI recalls protocols; execution and accountability are human
Inform parents and guardians of child's health problems and surgical procedures through various channels, such as in-person and telecommunication systems.
interpersonal — Results delivery needs empathy and clinical judgment
Interpret results of preoperative tests and physical examinations.
visual inspection — Image interpretation assists; radiologist owns diagnosis
Manage surgery services, including planning, scheduling and coordination, determination of procedures, or procurement of supplies and equipment.
decision support — Medical supply ordering via systems; human approves
Monitor patient's recovery, making follow-up visits and using postoperative assessment techniques, such as blood and imaging tests.
decision support — AI aids chart review; clinical observation of patient is human
Operate on fetuses, infants, children, and adolescents to correct deformities, repair injuries, prevent and treat diseases, or improve or restore patients' functions.
physical manipulation — Surgery is physical and high-accountability
Perform transplantation operations, such as organ transplants, on fetuses, infants, children, and adolescents.
physical manipulation — Surgery is physical and high-accountability
Prepare case histories.
interpersonal — Patient history requires live elicitation and judgment
Provide consultation and surgical assistance to other physicians and surgeons.
decision support — Clinical advice needs licensed accountability and context
Refer patient to medical specialist or other practitioners when necessary.
decision support — Clinical referral judgment needs licensed human accountability
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Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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