Verilog
165 last 30d · 95 previous 30d
Share 0.3% → 0.9% · 13 employers · top 41%
Same publishers: 94 → 164
Salary evidence
Annualized base-pay ranges from current vacancies. A country appears only after 101 usable disclosures, and countries are ranked only within the same currency.
Largest qualified sample
515 current vacancies · annual USD
Comparable currency · USD
515 salary-bearing vacancies
Observed beyond the ranking
These country and currency samples are below the 101-vacancy floor. Counts show coverage, not a salary comparison.
12-month evidence
Monthly median and interquartile range for newly published or first-observed salary-bearing roles. Gaps stay empty when a month has fewer than 15 comparable disclosures.
9,959 observed disclosures
Dot: monthly median · bar: 25th–75th percentile.
Latest month may be month-to-date; direction compares the latest two qualified cohorts.
Vacancy demand · 30 days
Publication flow compares the latest 30 days with the preceding 30-day window. Technology signals show where newly published demand moved, while archive counts remain a separate exit signal.
Catalog evidence is contracting
last 30 days
Technology movement against the previous 30 days.
Showing 32 strongest market signals from 183 detected.
Signal intensity
vs strongest signal
Verilog
165 last 30d · 95 previous 30d
Share 0.3% → 0.9% · 13 employers · top 41%
Same publishers: 94 → 164
Cloud
6008 last 30d · 11242 previous 30d
Share 36% → 31.5% · 269 employers · top 11%
Same publishers: 10512 → 5887
Perl
336 last 30d · 273 previous 30d
Share 0.9% → 1.8% · 22 employers · top 41%
Same publishers: 269 → 334
AI
10303 last 30d · 14782 previous 30d
Share 47.3% → 54% · 337 employers · top 10%
Same publishers: 13946 → 10140
RTL
239 last 30d · 180 previous 30d
Share 0.6% → 1.3% · 16 employers · top 41%
Same publishers: 178 → 239
AWS
2703 last 30d · 6556 previous 30d
Share 21% → 14.2% · 218 employers · top 17%
Same publishers: 6405 → 2628
SystemVerilog
170 last 30d · 115 previous 30d
Share 0.4% → 0.9% · 12 employers · top 36%
Same publishers: 114 → 169
Scalability
5292 last 30d · 8961 previous 30d
Share 28.7% → 27.7% · 273 employers · top 9%
Same publishers: 8739 → 5196
InfiniBand
173 last 30d · 135 previous 30d
Share 0.4% → 0.9% · 13 employers · top 76%
Same publishers: 135 → 173
Automation
4047 last 30d · 6810 previous 30d
Share 21.8% → 21.2% · 272 employers · top 9%
Same publishers: 6548 → 3956
VHDL
46 last 30d · 18 previous 30d
Share 0.1% → 0.2% · 8 employers · top 48%
Same publishers: 18 → 44
Reliability Engineering
2839 last 30d · 4685 previous 30d
Share 15% → 14.9% · 210 employers · top 8%
Same publishers: 4584 → 2777
DFT
154 last 30d · 129 previous 30d
Share 0.4% → 0.8% · 15 employers · top 37%
Same publishers: 128 → 153
Databases
2234 last 30d · 4046 previous 30d
Share 12.9% → 11.7% · 202 employers · top 16%
Same publishers: 3392 → 2180
AI Evaluation
363 last 30d · 339 previous 30d
Share 1.1% → 1.9% · 70 employers · top 24%
Same publishers: 327 → 361
Python
4655 last 30d · 6445 previous 30d
Share 20.6% → 24.4% · 262 employers · top 12%
Same publishers: 6250 → 4566
Ethernet
238 last 30d · 217 previous 30d
Share 0.7% → 1.2% · 31 employers · top 50%
Same publishers: 216 → 234
Machine Learning
3009 last 30d · 4498 previous 30d
Share 14.4% → 15.8% · 181 employers · top 13%
Same publishers: 4376 → 2981
KYC
113 last 30d · 96 previous 30d
Share 0.3% → 0.6% · 35 employers · top 47%
Same publishers: 96 → 111
Azure
1858 last 30d · 3238 previous 30d
Share 10.4% → 9.7% · 179 employers · top 19%
Same publishers: 3095 → 1804
PCIe
138 last 30d · 122 previous 30d
Share 0.4% → 0.7% · 17 employers · top 43%
Same publishers: 121 → 137
GenAI
1280 last 30d · 2655 previous 30d
Share 8.5% → 6.7% · 125 employers · top 17%
Same publishers: 2574 → 1266
Signal Processing
81 last 30d · 65 previous 30d
Share 0.2% → 0.4% · 17 employers · top 32%
Same publishers: 64 → 79
GCP
1750 last 30d · 3113 previous 30d
Share 10% → 9.2% · 181 employers · top 21%
Same publishers: 2984 → 1721
ClickHouse
126 last 30d · 114 previous 30d
Share 0.4% → 0.7% · 35 employers · top 50%
Same publishers: 112 → 124
SAP
496 last 30d · 1819 previous 30d
Share 5.8% → 2.6% · 62 employers · top 24%
Same publishers: 1066 → 485
RDMA
96 last 30d · 84 previous 30d
Share 0.3% → 0.5% · 10 employers · top 72%
Same publishers: 84 → 96
CI/CD
2421 last 30d · 3694 previous 30d
Share 11.8% → 12.7% · 205 employers · top 18%
Same publishers: 3573 → 2344
FPGA
85 last 30d · 73 previous 30d
Share 0.2% → 0.4% · 23 employers · top 16%
Same publishers: 73 → 83
SQL
2598 last 30d · 3817 previous 30d
Share 12.2% → 13.6% · 218 employers · top 14%
Same publishers: 3729 → 2533
Computational Geometry
42 last 30d · 30 previous 30d
Share 0.1% → 0.2% · 17 employers · top 14%
Same publishers: 30 → 41
Java
1866 last 30d · 2953 previous 30d
Share 9.4% → 9.8% · 131 employers · top 15%
Same publishers: 2854 → 1835