205 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.
| Technology | Share | Change | Postings |
|---|---|---|---|
| sql | 29.3% | +12.8pp | 60 |
| docker | 18.5% | +6.5pp | 38 |
| terraform | 20.0% | +5.4pp | 41 |
| git | 11.2% | +4.1pp | 23 |
| kubernetes | 21.5% | +3.3pp | 44 |
| mssql | 6.3% | +3.3pp | 13 |
| shell | 20.0% | +3.1pp | 41 |
| google-cloud | 9.3% | +2.9pp | 19 |
| python | 23.4% | +1.7pp | 48 |
| jenkins | 7.3% | +1.1pp | 15 |
| Technology | Share | Change | Postings |
|---|---|---|---|
| aws | 24.4% | -1.4pp | 50 |
| ansible | 11.7% | -1.1pp | 24 |
| prometheus | 6.3% | -0.7pp | 13 |
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$7000, the median of 2675 postings advertising a monthly range — medians pin the unit so the figures are comparable. Separately, 100.0% of SWE postings state pay at all (2675 of 2675, 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 |
|---|---|---|---|---|---|
| sql | language | 60 | 29.3% | -1.4% | 0.0% |
| aws | cloud | 50 | 24.4% | +7.1% | 0.0% |
| azure | cloud | 48 | 23.4% | +0.0% | 0.0% |
| python | language | 48 | 23.4% | +14.3% | 0.0% |
| kubernetes | tool | 44 | 21.5% | +10.7% | 0.0% |
| shell | language | 41 | 20.0% | +14.3% | 0.0% |
| terraform | tool | 41 | 20.0% | +14.3% | 0.0% |
| linux | tool | 40 | 19.5% | +0.0% | 0.0% |
| docker | tool | 38 | 18.5% | +14.3% | 0.0% |
| ansible | tool | 24 | 11.7% | +7.1% | 0.0% |
| git | tool | 23 | 11.2% | +7.1% | 0.0% |
| google-cloud | cloud | 19 | 9.3% | +17.9% | 0.0% |
| grafana | tool | 17 | 8.3% | +7.1% | 0.0% |
| java | language | 17 | 8.3% | +7.1% | 0.0% |
| jenkins | tool | 15 | 7.3% | +14.3% | 0.0% |
| mssql | database | 13 | 6.3% | -10.7% | 0.0% |
| prometheus | tool | 13 | 6.3% | +3.6% | 0.0% |
| go | language | 12 | 5.9% | +21.4% | 0.0% |
| javascript | language | 9 | 4.4% | +7.1% | 0.0% |
| machine-learning | ai | 9 | 4.4% | +7.1% | 0.0% |
| generative-ai | ai | 8 | 3.9% | +0.0% | 0.0% |
| gitlab-ci | tool | 8 | 3.9% | +17.9% | 0.0% |
| postgresql | database | 8 | 3.9% | +17.9% | 0.0% |
| github-actions | tool | 7 | 3.4% | +17.9% | 0.0% |
| llm | ai | 7 | 3.4% | +24.3% | 0.0% |
| datadog | tool | 6 | 2.9% | +14.3% | 0.0% |
| spring | framework | 6 | 2.9% | +7.1% | 0.0% |
| csharp | language | 5 | 2.4% | -7.1% | 0.0% |
| elasticsearch | database | 5 | 2.4% | +25.0% | 0.0% |
| kafka | tool | 4 | 2.0% | +7.1% | 0.0% |
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 2675 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 |
|---|---|---|---|
| Computer Science | 590 | 22.1% | 2.0% |
| Information Technology | 396 | 14.8% | 2.0% |
| AWS | 319 | 11.9% | 19.1% |
| Kubernetes | 287 | 10.7% | 12.9% |
| Computer Engineering | 246 | 9.2% | 1.2% |
| Cloud Infrastructure | 213 | 8.0% | 17.4% |
| Stakeholder Management | 210 | 7.9% | 7.1% |
| Networking | 203 | 7.6% | 3.4% |
| Troubleshooting | 197 | 7.4% | 3.0% |
| Ansible | 196 | 7.3% | 9.2% |
| Design | 191 | 7.1% | 3.1% |
| Terraform | 181 | 6.8% | 14.4% |
| Python | 179 | 6.7% | 12.8% |
| Root Cause Analysis | 161 | 6.0% | 6.8% |
| Linux | 151 | 5.6% | 13.9% |