Tech Demand

What is worth learning · reported week 2026-W44 (last completed ISO week, SGT) · 6+ yrs · Frontend
Experience: all0-23-56+unstated
Role: allAI-MLBackendDataFrontendFullstackMobileOther-ITPlatformSRESecurity

1. Demand ranking

1 enriched SWE postings in 2026-W44. Share = postings mentioning the technology ÷ that number — postings still awaiting enrichment are excluded from the denominator, so a processing backlog cannot depress every share at once. The chart shows the top 15; the table in section 3 lists the top 30.

machine-learning1react1typescript1

2. Momentum (vs the previous 4 weeks)

needs 5 weeks of history · have 4 — momentum compares the reported week against the 4 completed weeks before it.

3. Salary premium and entry-friendliness

Premium compares the median advertised monthly salary of postings mentioning a technology against the overall median, over the trailing 90 days. Baseline: S$9750, the median of 28 postings advertising a monthly range — medians pin the unit so the figures are comparable. Separately, 100.0% of SWE postings state pay at all (28 of 28, in any unit); the rest hide it, and no figure here describes them. Entry-friendly is computed over the same 90-day window. Premium mixes seniority in (senior roles name more infrastructure); pick an experience band above to compare within one. Entry-friendly = the share of postings mentioning the technology that ask for at most 2 years' experience, or are Intern/Junior roles with no stated requirement. The table lists the top 30 technologies by postings.

TechnologyKindPostingsShareSalary premiumEntry-friendly
machine-learningai1100.0% —(n=1) 0.0%
reactframework1100.0% +0.0% 0.0%
typescriptlanguage1100.0% +12.8% 0.0%

4. What else they ask for

These are MyCareersFuture's own skill tags — the competencies the employer filled in on the form, over the trailing 90 days (2026-08-08 → 2026-11-05) across 28 postings. They are not the technology ranking above: languages and frameworks appear only in the free-text description, which is why this system reads it separately. "Must-have" is the share of postings listing the tag that marked it essential rather than desirable — a tag that is everywhere but rarely essential is table stakes, one that is usually essential is a filter someone is applying.

SkillPostingsShareMarked must-have
React.js1760.7%5.9%
JavaScript1346.4%7.7%
HTML5932.1%0.0%
React Native828.6%0.0%
TypeScript828.6%0.0%
CSS725.0%0.0%
Front End Developer725.0%14.3%
Computer Science621.4%0.0%
React Javascript621.4%0.0%
JavaScript Frameworks517.9%0.0%
Backend Integrations414.3%0.0%
Component Based Development414.3%0.0%
Computer Engineering414.3%0.0%
Front-end Development414.3%0.0%
Responsive Design414.3%0.0%
Numbers computed by SQL from public MyCareersFuture data; data is refreshed daily, so it lags the live market by up to 24h. Methodology: docs/03-data-model.md · data freshness · Compliance: aggregate statistics only, no personal data.