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The best jobs in the world

22 jobs, scored on 14 conditions, based on the WEF Future of Jobs Report 2025 (the fastest growth and the most new jobs until 2030) and the 2025 ManpowerGroup talent shortage survey.

Photo: Amanda da Silva / Unsplash

Questions the analysis answers

The ranking

22 positions scored on 14 conditions adapted to this topic. The scores are judgement based on the cited sources, with a rationale for each position. Conditions that cannot be assessed yet get 5 (neutral) in the score and do not count as met. The scores are frozen in the snapshot of 3 November 2026 (fingerprint in the .sha256 file).

Extended to 22 entries on 5 November 2026: the first 11 keep the same scores, and 11 new entries were added, with sources. The previous snapshot stays published: social-meserii-lume-2026-11-03.json.

#NameConditionsScoreSubstance / form
1Information security specialist12/147.80Substance without form
2Renewable energy engineer12/147.38Substance without form
3Environmental engineer11/147.20Substance without form
4Internet of Things specialist11/147.16Substance without form
5Autonomous and electric vehicle specialist11/147.12Substance without form
6Personal care aide10/147.16Substance being confirmed
7Nurse9/147.44Substance being confirmed
8FinTech engineer9/147.28Substance confirmed
9Data analyst and scientist9/147.04Substance confirmed
10Project manager9/147.04Substance without form
11Construction worker9/146.68Substance being confirmed
12AI and machine learning specialist8/147.18Substance confirmed
13Teacher (secondary and higher education)8/146.94Substance being confirmed
14Big data specialist7/147.20Substance confirmed
15DevOps and cloud engineer7/147.04Substance without form
16Social worker and counsellor7/146.56Substance being confirmed
17UI and UX designer7/146.54Substance confirmed
18Food processing worker6/145.84Substance being confirmed
19Farmworker6/145.62Substance being confirmed
20Delivery driver6/145.50Substance being confirmed
21Salesperson5/145.70Substance being confirmed
22Software developer4/146.10Substance confirmed

Each position, condition by condition

Information security specialist · 12/14 · score 7.80 · Substance without form

Security specialists are among the fastest-growing jobs in the WEF report. Stable demand in every country and every industry, including the public sector.

#ConditionScoreIn plain words
C1Earnings9Earnings far above the national average.
C2Employer demand9Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI8Hard for AI or robots to replace.
C5Training time5Average training.
C6Working conditions7Good conditions.
C7Stability9Very stable.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness8Essential to others.
C10Ease of entry5Quite hard.
C11Media (non-linear)7Balanced attention.
C12Pay trend8Wages are rising fast.
C13Crowding (inverse)7Few candidates.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Renewable energy engineer · 12/14 · score 7.38 · Substance without form

Among the 15 fastest-growing jobs in the WEF report, alongside environmental engineers; the energy transition creates demand on every continent.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI8Hard for AI or robots to replace.
C5Training time4Very long training.
C6Working conditions7Good conditions.
C7Stability7Very stable.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness8Essential to others.
C10Ease of entry5Quite hard.
C11Media (non-linear)8Balanced attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)8Few candidates.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Environmental engineer · 11/14 · score 7.20 · Substance without form

Among the top 15 fastest-growing jobs in the WEF report, alongside renewable energy engineers. Environmental regulation keeps demand stable.

#ConditionScoreIn plain words
C1Earnings7Earnings far above the national average.
C2Employer demand7Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI8Hard for AI or robots to replace.
C5Training time4Very long training.
C6Working conditions7Good conditions.
C7Stability8Very stable.
C8International mobility8In demand and recognised in many countries.
C9Social usefulness9Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)7Balanced attention.
C12Pay trend6Wages are rising moderately.
C13Crowding (inverse)8Few candidates.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Internet of Things specialist · 11/14 · score 7.16 · Substance without form

Tenth among the fastest-growing jobs in the WEF report: sensors, factories and connected cities. It combines electronics with software, a rare combination on the market.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI7Hard for AI or robots to replace.
C5Training time5Average training.
C6Working conditions7Good conditions.
C7Stability7Very stable.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)7Balanced attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)7Few candidates.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; EU Digital Skills Platform: the 10 fastest-growing jobs to 2030 (WEF)

Autonomous and electric vehicle specialist · 11/14 · score 7.12 · Substance without form

Seventh among the fastest-growing jobs in the WEF report, thanks to the shift to electric and autonomous cars. Demand depends on the pace of investment in the car industry.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI8Hard for AI or robots to replace.
C5Training time4Very long training.
C6Working conditions7Good conditions.
C7Stability7Very stable.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry5Quite hard.
C11Media (non-linear)7Balanced attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)7Few candidates.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; EU Digital Skills Platform: the 10 fastest-growing jobs to 2030 (WEF)

Personal care aide · 10/14 · score 7.16 · Substance being confirmed

Among the care jobs with the largest absolute growth in the WEF report; ageing populations raise demand everywhere. Modestly paid and physically and emotionally hard.

#ConditionScoreIn plain words
C1Earnings3Earnings below the national average.
C2Employer demand10Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI10Hard for AI or robots to replace.
C5Training time9Short training.
C6Working conditions4Hard conditions.
C7Stability8Very stable.
C8International mobility8In demand and recognised in many countries.
C9Social usefulness10Essential to others.
C10Ease of entry9Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend6Wages are rising moderately.
C13Crowding (inverse)9Few candidates.
C14Risks5A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Nurse · 9/14 · score 7.44 · Substance being confirmed

Among the jobs with the largest absolute growth until 2030, according to the WEF; healthcare is the sector with the biggest staff shortage in the world (77% of employers), according to ManpowerGroup. The work is hard, with shifts and stress.

#ConditionScoreIn plain words
C1Earnings6Earnings close to the average.
C2Employer demand10Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI10Hard for AI or robots to replace.
C5Training time5Average training.
C6Working conditions4Hard conditions.
C7Stability10Very stable.
C8International mobility8In demand and recognised in many countries.
C9Social usefulness10Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)8Balanced attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)9Few candidates.
C14Risks5A few risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

FinTech engineer · 9/14 · score 7.28 · Substance confirmed

The second fastest-growing job to 2030, after big data specialists, according to the WEF. It combines programming with finance and regulation; it is exposed to cycles in the financial sector.

#ConditionScoreIn plain words
C1Earnings9Earnings far above the national average.
C2Employer demand9Very high demand: employers cannot find people.
C3Future growth10Demand will grow strongly until 2030.
C4Resistance to AI7Hard for AI or robots to replace.
C5Training time5Average training.
C6Working conditions8Good conditions.
C7Stability7Very stable.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry5Quite hard.
C11Media (non-linear)5Moderate attention.
C12Pay trend8Wages are rising fast.
C13Crowding (inverse)5Moderate competition.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; EU Digital Skills Platform: the 10 fastest-growing jobs to 2030 (WEF)

Data analyst and scientist · 9/14 · score 7.04 · Substance confirmed

Among the top 15 fastest-growing jobs in the WEF report. Demand in every industry; but routine analysis is increasingly automated, so the value comes from understanding the business.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI6Partly automatable.
C5Training time5Average training.
C6Working conditions8Good conditions.
C7Stability7Very stable.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)5Moderate attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)5Moderate competition.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Project manager · 9/14 · score 7.04 · Substance without form

Among the jobs with the largest absolute growth to 2030, according to the WEF. International certifications (PMP, PRINCE2) are recognised everywhere, but the role needs years of experience.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth8Demand will grow strongly until 2030.
C4Resistance to AI7Hard for AI or robots to replace.
C5Training time6Average training.
C6Working conditions6Acceptable conditions.
C7Stability7Very stable.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)7Balanced attention.
C12Pay trend6Wages are rising moderately.
C13Crowding (inverse)6Moderate competition.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Construction worker · 9/14 · score 6.68 · Substance being confirmed

Among the jobs with the largest absolute growth until 2030, according to the WEF. Short training and high demand everywhere, but the work is hard and accident-prone.

#ConditionScoreIn plain words
C1Earnings5Earnings close to the average.
C2Employer demand9Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI8Hard for AI or robots to replace.
C5Training time9Short training.
C6Working conditions3Hard conditions.
C7Stability6Average stability.
C8International mobility8In demand and recognised in many countries.
C9Social usefulness8Essential to others.
C10Ease of entry9Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend6Wages are rising moderately.
C13Crowding (inverse)8Few candidates.
C14Risks3High risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

AI and machine learning specialist · 8/14 · score 7.18 · Substance confirmed

Among the three fastest-growing jobs until 2030, according to the WEF; very high pay and demand worldwide. The job is fashionable, and training is long and hard.

#ConditionScoreIn plain words
C1Earnings10Earnings far above the national average.
C2Employer demand9Very high demand: employers cannot find people.
C3Future growth10Demand will grow strongly until 2030.
C4Resistance to AI7Hard for AI or robots to replace.
C5Training time4Very long training.
C6Working conditions9Good conditions.
C7Stability6Average stability.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness7Essential to others.
C10Ease of entry3Very hard to get into.
C11Media (non-linear)3A fashionable job: many choose it.
C12Pay trend9Wages are rising fast.
C13Crowding (inverse)4Very many candidates.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Teacher (secondary and higher education) · 8/14 · score 6.94 · Substance being confirmed

Secondary and higher education teachers are among the jobs with the largest absolute growth in the WEF report. High stability, but pay varies greatly from one country to another.

#ConditionScoreIn plain words
C1Earnings5Earnings close to the average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth8Demand will grow strongly until 2030.
C4Resistance to AI9Hard for AI or robots to replace.
C5Training time4Very long training.
C6Working conditions6Acceptable conditions.
C7Stability9Very stable.
C8International mobility6Partly recognised.
C9Social usefulness10Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)8Balanced attention.
C12Pay trend5Wages are rising moderately.
C13Crowding (inverse)8Few candidates.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Big data specialist · 7/14 · score 7.20 · Substance confirmed

The fastest-growing job until 2030 in the WEF report; data and IT are the skills employers find hardest to find, according to ManpowerGroup.

#ConditionScoreIn plain words
C1Earnings9Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth10Demand will grow strongly until 2030.
C4Resistance to AI6Partly automatable.
C5Training time5Average training.
C6Working conditions9Good conditions.
C7Stability6Average stability.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness6Average social impact.
C10Ease of entry5Quite hard.
C11Media (non-linear)5Moderate attention.
C12Pay trend8Wages are rising fast.
C13Crowding (inverse)5Moderate competition.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

DevOps and cloud engineer · 7/14 · score 7.04 · Substance without form

Fourteenth among the fastest-growing jobs in the WEF report. High pay and remote work; on-call duty for incidents makes the schedule demanding.

#ConditionScoreIn plain words
C1Earnings9Earnings far above the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI6Partly automatable.
C5Training time5Average training.
C6Working conditions6Acceptable conditions.
C7Stability7Very stable.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness6Average social impact.
C10Ease of entry5Quite hard.
C11Media (non-linear)6Moderate attention.
C12Pay trend7Wages are rising fast.
C13Crowding (inverse)6Moderate competition.
C14Risks7Low risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Social worker and counsellor · 7/14 · score 6.56 · Substance being confirmed

Among the care jobs with strong growth in the WEF report. Very hard for AI to replace and essential to others, but modestly paid in most countries.

#ConditionScoreIn plain words
C1Earnings4Earnings below the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth8Demand will grow strongly until 2030.
C4Resistance to AI9Hard for AI or robots to replace.
C5Training time5Average training.
C6Working conditions5Acceptable conditions.
C7Stability8Very stable.
C8International mobility5Partly recognised.
C9Social usefulness10Essential to others.
C10Ease of entry6Quite hard.
C11Media (non-linear)8Balanced attention.
C12Pay trend5Wages are rising moderately.
C13Crowding (inverse)8Few candidates.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

UI and UX designer · 7/14 · score 6.54 · Substance confirmed

Eighth among the fastest-growing jobs in the WEF report. Relatively short training and remote work, but AI tools are taking over part of the basic work, and competition at entry level is high.

#ConditionScoreIn plain words
C1Earnings7Earnings far above the national average.
C2Employer demand7Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI5Partly automatable.
C5Training time7Short training.
C6Working conditions8Good conditions.
C7Stability6Average stability.
C8International mobility9In demand and recognised in many countries.
C9Social usefulness6Average social impact.
C10Ease of entry7Easy to get into.
C11Media (non-linear)5Moderate attention.
C12Pay trend6Wages are rising moderately.
C13Crowding (inverse)4Very many candidates.
C14Risks6A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; EU Digital Skills Platform: the 10 fastest-growing jobs to 2030 (WEF)

Food processing worker · 6/14 · score 5.84 · Substance being confirmed

Among the jobs with the largest absolute growth in the WEF report, as demand for food rises. Shift work, modestly paid and partly automatable.

#ConditionScoreIn plain words
C1Earnings3Earnings below the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth8Demand will grow strongly until 2030.
C4Resistance to AI5Partly automatable.
C5Training time9Short training.
C6Working conditions4Hard conditions.
C7Stability6Average stability.
C8International mobility6Partly recognised.
C9Social usefulness8Essential to others.
C10Ease of entry9Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend4Wages are stagnating.
C13Crowding (inverse)6Moderate competition.
C14Risks4High risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Farmworker · 6/14 · score 5.62 · Substance being confirmed

The job with the largest growth in absolute numbers until 2030: about 35 million new jobs, according to the WEF. Essential, but with the lowest earnings on the list and hard conditions.

#ConditionScoreIn plain words
C1Earnings2Earnings below the national average.
C2Employer demand7Very high demand: employers cannot find people.
C3Future growth10Demand will grow strongly until 2030.
C4Resistance to AI5Partly automatable.
C5Training time10Short training.
C6Working conditions3Hard conditions.
C7Stability5Average stability.
C8International mobility6Partly recognised.
C9Social usefulness9Essential to others.
C10Ease of entry10Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend3Wages are stagnating.
C13Crowding (inverse)6Moderate competition.
C14Risks3High risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Delivery driver · 6/14 · score 5.50 · Substance being confirmed

The second job by number of new places until 2030, according to the WEF, thanks to online shopping. Easy to get into, but low earnings, much self-employed work and the long-term risk of autonomous vehicles.

#ConditionScoreIn plain words
C1Earnings3Earnings below the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI3Easy to automate.
C5Training time10Short training.
C6Working conditions4Hard conditions.
C7Stability4Unstable.
C8International mobility7In demand and recognised in many countries.
C9Social usefulness6Average social impact.
C10Ease of entry10Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend4Wages are stagnating.
C13Crowding (inverse)4Very many candidates.
C14Risks4High risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

Salesperson · 5/14 · score 5.70 · Substance being confirmed

Among the top five jobs by number of new positions to 2030, according to the WEF. Easy to enter, but low pay and exposure to automation in retail.

#ConditionScoreIn plain words
C1Earnings4Earnings below the national average.
C2Employer demand8Very high demand: employers cannot find people.
C3Future growth7Demand will grow strongly until 2030.
C4Resistance to AI4Easy to automate.
C5Training time10Short training.
C6Working conditions5Acceptable conditions.
C7Stability5Average stability.
C8International mobility6Partly recognised.
C9Social usefulness5Average social impact.
C10Ease of entry10Easy to get into.
C11Media (non-linear)8Balanced attention.
C12Pay trend4Wages are stagnating.
C13Crowding (inverse)3Very many candidates.
C14Risks5A few risks.

Sources: World Economic Forum: Future of Jobs 2025, the jobs outlook chapter

Software developer · 4/14 · score 6.10 · Substance confirmed

Among the jobs with the largest growth until 2030, in absolute numbers, according to the WEF. But AI is taking over part of the basic work, and entry-level posts are increasingly contested.

#ConditionScoreIn plain words
C1Earnings8Earnings far above the national average.
C2Employer demand6Normal demand.
C3Future growth9Demand will grow strongly until 2030.
C4Resistance to AI4Easy to automate.
C5Training time6Average training.
C6Working conditions9Good conditions.
C7Stability5Average stability.
C8International mobility10In demand and recognised in many countries.
C9Social usefulness6Average social impact.
C10Ease of entry6Quite hard.
C11Media (non-linear)3A fashionable job: many choose it.
C12Pay trend5Wages are rising moderately.
C13Crowding (inverse)2Very many candidates.
C14Risks5A few risks.

Sources: World Economic Forum: Future of Jobs Report 2025, the jobs of the future; World Economic Forum: Future of Jobs 2025, the jobs outlook chapter; ManpowerGroup: the global talent shortage, 2025 (about 40,000 employers)

The data behind the scores

Conditions met out of 14 (conditions). Source: Explosive Assets Radar, snapshot of 3 November 2026, retrieved on 2026-11-03. The scores and sources for each position are in the details above.

The analysis’s sources

What the analysis shows

Information security specialist meets the most conditions (12 of 14). The ranking rewards substance: real results and real opportunities, weighed against how hard and how expensive they are to reach, not only fame.

The rankings are indicative and rest on public data as of the snapshot date. The right choice depends on each person’s situation.

How we apply the 14 conditions in this domain

The same algorithm as for crypto, companies and commodities: each condition gets a score from 0 to 10 and is met from 7. The weights are identical in every domain; only what we measure in practice changes.

#ConditionWhat we measureWeight
C1EarningsPay compared with the average in the countries where it is in demand.16%
C2Employer demandVacancies and staff shortages.6%
C3Future growthExpected demand until 2030 (WEF).6%
C4Resistance to AIHow hard it is to automate.8%
C5Training timeHow long it takes to qualify (shorter = better).6%
C6Working conditionsSchedule, physical effort, stress.8%
C7StabilityJob security.8%
C8International mobilityThe qualification is recognised and in demand in many countries.4%
C9Social usefulnessHow much it matters to others.6%
C10Ease of entryHow easy it is to enter the trade.6%
C11Media (non-linear)Balanced attention; fashionable jobs attract too many.6%
C12Pay trendWages are rising or stagnating.6%
C13Crowding (inverse)How many choose the same job.6%
C14RisksAccidents, occupational illness, volatility.8%

Questions about the reasoning

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Sources

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