108 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 |
|---|---|---|---|
| shell | 25.0% | +12.6pp | 27 |
| aws | 36.1% | +11.8pp | 39 |
| kubernetes | 27.8% | +11.8pp | 30 |
| python | 28.7% | +10.3pp | 31 |
| terraform | 28.7% | +10.3pp | 31 |
| google-cloud | 25.0% | +10.2pp | 27 |
| docker | 24.1% | +9.6pp | 26 |
| azure | 27.8% | +6.6pp | 30 |
| linux | 26.9% | +6.3pp | 29 |
| jenkins | 10.2% | +4.5pp | 11 |
Nothing fell this week.
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$4750, the median of 1443 postings advertising a monthly range — medians pin the unit so the figures are comparable. Separately, 100.0% of SWE postings state pay at all (1443 of 1443, 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 | 39 | 36.1% | +13.7% | 100.0% |
| python | language | 31 | 28.7% | +20.0% | 100.0% |
| terraform | tool | 31 | 28.7% | +15.8% | 100.0% |
| azure | cloud | 30 | 27.8% | +13.7% | 100.0% |
| kubernetes | tool | 30 | 27.8% | +15.8% | 100.0% |
| linux | tool | 29 | 26.9% | +15.8% | 100.0% |
| google-cloud | cloud | 27 | 25.0% | +15.3% | 100.0% |
| shell | language | 27 | 25.0% | +22.1% | 100.0% |
| docker | tool | 26 | 24.1% | +13.7% | 100.0% |
| sql | language | 22 | 20.4% | +4.2% | 100.0% |
| ansible | tool | 11 | 10.2% | +22.1% | 100.0% |
| grafana | tool | 11 | 10.2% | +22.1% | 100.0% |
| jenkins | tool | 11 | 10.2% | +22.1% | 100.0% |
| git | tool | 10 | 9.3% | +22.1% | 100.0% |
| prometheus | tool | 10 | 9.3% | +22.1% | 100.0% |
| github-actions | tool | 9 | 8.3% | +22.1% | 100.0% |
| gitlab-ci | tool | 7 | 6.5% | +22.1% | 100.0% |
| java | language | 7 | 6.5% | +5.3% | 100.0% |
| ruby | language | 5 | 4.6% | +23.2% | 100.0% |
| csharp | language | 4 | 3.7% | -5.3% | 100.0% |
| datadog | tool | 4 | 3.7% | +22.1% | 100.0% |
| go | language | 4 | 3.7% | +22.1% | 100.0% |
| javascript | language | 4 | 3.7% | +10.5% | 100.0% |
| mssql | database | 4 | 3.7% | -5.3% | 100.0% |
| hadoop | tool | 3 | 2.8% | —(n=8) | 100.0% |
| mysql | database | 3 | 2.8% | +22.1% | 100.0% |
| postgresql | database | 3 | 2.8% | +22.1% | 100.0% |
| generative-ai | ai | 2 | 1.9% | —(n=18) | 100.0% |
| swift | language | 2 | 1.9% | —(n=12) | 100.0% |
| aliyun | cloud | 1 | 0.9% | —(n=17) | 100.0% |
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 1443 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 |
|---|---|---|---|
| Information Technology | 292 | 20.2% | 1.7% |
| Computer Engineering | 199 | 13.8% | 1.0% |
| AWS | 198 | 13.7% | 21.7% |
| Computer Science | 186 | 12.9% | 1.6% |
| Cloud Infrastructure | 164 | 11.4% | 8.5% |
| Kubernetes | 159 | 11.0% | 34.0% |
| Docker | 156 | 10.8% | 16.0% |
| Networking | 149 | 10.3% | 12.1% |
| Linux | 143 | 9.9% | 15.4% |
| Troubleshooting | 131 | 9.1% | 5.3% |
| Able To Work Independently | 118 | 8.2% | 0.0% |
| SQL | 114 | 7.9% | 8.8% |
| Ansible | 109 | 7.6% | 1.8% |
| Infrastructure as Code (IaC) | 109 | 7.6% | 17.4% |
| Analytical and Problem-Solving Skills | 107 | 7.4% | 2.8% |