1 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.
needs 5 weeks of history · have 3 — momentum compares the reported week against the 4 completed weeks before it.
Premium compares the median advertised monthly salary of postings mentioning a technology against the overall median, over the trailing 90 days. Baseline: S$9000, the median of 7 postings advertising a monthly range — medians pin the unit so the figures are comparable. Separately, 100.0% of SWE postings state pay at all (7 of 7, 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 | 1 | 100.0% | —(n=4) | 100.0% |
| datadog | tool | 1 | 100.0% | —(n=1) | 100.0% |
| swift | language | 1 | 100.0% | —(n=1) | 100.0% |
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 7 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 |
|---|---|---|---|
| Automated System Design | 2 | 28.6% | 0.0% |
| Java | 2 | 28.6% | 0.0% |
| Kubernetes | 2 | 28.6% | 50.0% |
| Linux | 2 | 28.6% | 0.0% |
| Pipelines | 2 | 28.6% | 0.0% |
| PowerShell | 2 | 28.6% | 0.0% |
| Python | 2 | 28.6% | 0.0% |
| Scripting | 2 | 28.6% | 0.0% |
| Software Engineering | 2 | 28.6% | 0.0% |
| Troubleshooting | 2 | 28.6% | 0.0% |
| AWS | 1 | 14.3% | 0.0% |
| Accident Prevention | 1 | 14.3% | 0.0% |
| Ansible | 1 | 14.3% | 100.0% |
| Architect | 1 | 14.3% | 0.0% |
| Assess Infrastructure | 1 | 14.3% | 0.0% |