小児科医
6NOT A FORECAST46%
日本における小児科医のキャリアは、子供たちの健康と幸福に直接関与する重要な役割を果たします。小児科医は、成長過程における様々な健康問題を診断し、治療する専門家であり、特に子供の発達に関する知識が求められます。日本では、子供の医療に対する需要が高まっており、優れた小児科医に対するニーズも増加しています。
THE DOOR: ENTRY DIFFICULTY TODAY, graded A (easy) to E (extremely hard). A Careermash rule-of-thumb index built from our AI exposure index and the job's moat class. It is not a forecast and not a count of job openings.
AI EXPOSURE TODAY is a Careermash index from 0 to 100 of how exposed this job's everyday tasks are to AI today. We estimate it by matching published research on how people use AI to this job, usually by keyword or subject area, and we lower it where the work is protected (for example by physical, personal or legal requirements). It is not a direct measurement of how much people in this job use AI.
These figures come from a Careermash rule of thumb, not a forecast. Use them to think about the job, not to predict it.
| WHAT CHANGES | Today | 5 yrs (scenario) | 10 yrs (scenario) | 20 yrs (scenario) |
|---|---|---|---|---|
| AI exposure today, then scenario share of tasks | 6 | 19% | 34% | 46% |
| THE DOOR · Entry difficulty today (rule of thumb) | B - achievable | |||
AI exposure today for this job is 6 on our index, which is an estimate, not a measurement of how much people in this job use AI. In our Careermash scenario that could reach around 46% of the work in 20 years, but that is a scenario, not a forecast. We do not have a reliable forecast of how many of these jobs there will be. Getting your first job here is fairly easy today. The law requires human oversight. That human could be you.
In our Careermash scenario AI would be used for about 19% of this job's day-to-day work by this point. This is a scenario, not a forecast.
In our Careermash scenario AI would be used for about 34% of this job's day-to-day work by this point. This is a scenario, not a forecast.
In our Careermash scenario AI would be used for about 46% of this job's day-to-day work by this point. This is a scenario, not a forecast.
A professional qualification or registration is the real protection here. Find out which body governs this career and start working towards what it requires.
Practise explaining decisions clearly and owning the outcome. Being the person who signs off is the actual job.
AI can draft and check work, but someone has to be legally responsible for it. Build the judgement to catch what it gets wrong.
Sources: AI exposure today blends published AI-usage research (Anthropic 2026; OpenAI 2026), matched to each job by keyword or subject area, with our own UK reviews of labour-market moats, robotics and scientific developments. It is an estimate, not a direct measurement of use in each job. The entry difficulty grade, the job security grade and the scenario figures are Careermash rules of thumb built from our exposure index and each job's moat class. They are not forecasts. Grades and verdicts are Careermash editorial judgment.