Dhakhtar Ciyaaraha
Soomaaliya, dhakhtarnimada ciyaaraha ayaa si xawli ah u kobcaysa, gaar ahaan dhalinyarada raadinaya inay kor u qaadaan waxqabadkooda ciyaareed. Dhakhtar ciyaaraha ah, waxaad door muhiim ah ka ciyaari doontaa kor u qaadista caafimaadka iyo maaraynta dhaawacyada ciyaaraha. Iyada oo la kordhinayo akadeemiyada ciyaaraha iyo xarumaha jimicsiga, baahida loo qabo khubarada ku takhasustay arrintan ayaa sii kordheysa, taasoo ka dhigaysa xirfad xiiso leh oo loogu talagalay ardayda hami leh.
How this job changes over time
Our best estimates, shown as ranges and grades, not exact predictions.
| WHAT CHANGES | Now | 5 yrs | 10 yrs | 20 yrs |
|---|---|---|---|---|
| Tasks AI is used for | 6% | 21% | 36% | 51% |
| Number of jobs | 98-105% | 92-105% | 78-100% | 50-85% |
| How hard to get in | B - achievable | B - achievable | C - hard | D - very hard |
| Job security | Weak | Weak | Weak | Gone |
Right now, AI is already used for about 6% of the day-to-day work in this job, and by 20 years from now that could be around 51%. There are likely to be fewer of these jobs over time, very roughly 50-85% of the 2024 number, 20 years out. Getting your first job here is fairly easy today, and it looks set to get harder. We have not yet classified what structurally protects this job, so treat the security row as our general model for jobs at this exposure level.
What happens, and when
At this horizon the model has AI used for about 21% of this job's day-to-day work, and the number of these roles is projected at roughly 92-105% of the 2024 total. Getting in is graded B - achievable, and job security here is rated Weak.
At this horizon the model has AI used for about 36% of this job's day-to-day work, and the number of these roles is projected at roughly 78-100% of the 2024 total. Getting in is graded C - hard, and job security here is rated Weak.
At this horizon the model has AI used for about 51% of this job's day-to-day work, and the number of these roles is projected at roughly 50-85% of the 2024 total. Getting in is graded D - very hard, and job security here is rated Gone.
How to aim for this career
When you start, AI will do most of the quick, routine work. So build the parts that stay human: good judgement, working well with people, and knowing one subject deeply.
The people who do well will use these tools to get real results, not fear them. Start now: try AI tools on school projects and learn how to guide them to a good answer.
Aim for the part of a job where a person still decides what to make, checks the work, and owns the result. Keep your options open too, since the same skills suit nearby jobs that AI changes less.
A note on the security row: we have not yet classified what structurally protects this specific job, so the grades above use our general model for careers at this exposure level. The exposure score itself is a real, curated figure for this line of work.
Sources: exposure figures from Anthropic labour market research (2026), observed real-world AI usage by occupation. Job-security forecast from OpenAI, "The AI Jobs Transition Framework" (Richmond, 2026, OpenAI Economic Research), CC BY 4.0. Grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions.