57 enriched SWE postings in 2026-W37. 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.
| Technology | Share | Change | Postings |
|---|---|---|---|
| google-cloud | 19.3% | +6.7pp | 11 |
| python | 24.6% | +0.7pp | 14 |
| azure | 24.6% | +0.3pp | 14 |
| Technology | Share | Change | Postings |
|---|---|---|---|
| aws | 24.6% | -3.0pp | 14 |
Change is in percentage points of share, not relative percent: a technology going from 1 to 3 postings would otherwise read as +200% and top the board. Boards consider every technology above the bar, not only the 30 the table below shows.
Premium compares the median advertised monthly salary of postings mentioning a technology against the overall median, over the trailing 90 days. Baseline: S$7250, the median of 580 postings advertising a monthly range — medians pin the unit so the figures are comparable. Separately, 100.0% of SWE postings state pay at all (580 of 580, 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.
| Technology | Kind | Postings | Share | Salary premium | Entry-friendly |
|---|---|---|---|---|---|
| aws | cloud | 14 | 24.6% | +10.3% | 0.0% |
| azure | cloud | 14 | 24.6% | +6.9% | 0.0% |
| python | language | 14 | 24.6% | +11.0% | 0.0% |
| google-cloud | cloud | 11 | 19.3% | +13.8% | 0.0% |
| linux | tool | 8 | 14.0% | +3.4% | 0.0% |
| shell | language | 8 | 14.0% | +17.2% | 0.0% |
| kubernetes | tool | 5 | 8.8% | +17.2% | 0.0% |
| cloudflare | cloud | 3 | 5.3% | —(n=19) | 0.0% |
| java | language | 3 | 5.3% | -3.4% | 0.0% |
| docker | tool | 2 | 3.5% | —(n=17) | 0.0% |
| machine-learning | ai | 2 | 3.5% | —(n=4) | 0.0% |
| cpp | language | 1 | 1.8% | —(n=6) | 0.0% |
These are MyCareersFuture's own skill tags — the competencies the employer filled in on the form, over the trailing 90 days (2026-06-23 → 2026-09-20) across 580 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.
| Skill | Postings | Share | Marked must-have |
|---|---|---|---|
| Cybersecurity | 159 | 27.4% | 25.2% |
| Computer Science | 147 | 25.3% | 0.7% |
| CISSP | 127 | 21.9% | 9.4% |
| Cyber Security | 121 | 20.9% | 19.8% |
| Security Operations | 106 | 18.3% | 15.1% |
| Network Security | 83 | 14.3% | 20.5% |
| Certifications | 82 | 14.1% | 1.2% |
| Vulnerability Assessment | 77 | 13.3% | 10.4% |
| Information Technology | 75 | 12.9% | 2.7% |
| Cyberark | 74 | 12.8% | 44.6% |
| Penetration Testing | 74 | 12.8% | 4.1% |
| Threat and Vulnerability Management | 66 | 11.4% | 15.2% |
| Cybersecurity Framework Application | 65 | 11.2% | 10.8% |
| Enterprise Security Solutions | 61 | 10.5% | 3.3% |
| Networking | 61 | 10.5% | 0.0% |