Weekly volume — last 13 weeks
evaluated
matched ≥ 6.9
table view
| week of | evaluated | matched | match rate |
|---|
| Jun 8 | 595 | 180 | 30% |
| Jun 15 | 581 | 186 | 32% |
| Jun 22 | 624 | 180 | 29% |
| Jun 29 | 525 | 152 | 29% |
| Jul 6 | 571 | 149 | 26% |
| Jul 13 | 478 | 143 | 30% |
| Jul 20 | 465 | 131 | 28% |
| Jul 27 | 554 | 164 | 30% |
| Aug 3 | 575 | 174 | 30% |
| Aug 10 | 533 | 191 | 36% |
| Aug 17 | 382 | 125 | 33% |
| Aug 24 | 886 | 292 | 33% |
| Aug 31 | 71 | 15 | 21% |
Salary distribution — matched postings with pay (820 of 5940)
p25$108k
median$129k
p75$161k
senior-tier — median $140k (390) ·
other levels — median $118k (430).
Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $68k–$345k; currencies mixed as posted (CAD/USD).
Repeat-match companies (≥ 2 matches)
RBC
238 · avg 7.7
Scotiabank
202 · avg 7.6
TD
177 · avg 7.8
Amazon Web Services
168 · avg 8.3
Realign
97 · avg 7.8
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
96 · avg 7.7
Citi
63 · avg 7.7
Capgemini
54 · avg 7.5
Affirm
52 · avg 7.9
Manulife
52 · avg 7.5
Lyft
51 · avg 7.8
Cognizant
51 · avg 7.7
Verdicts across matches
Lateral
2697 · 45%
Step Up
1652 · 27%
Pivot
1189 · 20%
Title Regression
512 · 8%
unknown
9 · 0%
Top matched job titles
Seniority variants (senior / lead / staff / II…) fold into one family;
= senior-tier postings,
= other levels.
Click a title or chip to narrow every section to it.
Common gaps flagged by the evaluator
azure
627
aws
496
databricks
420
domain
356
cloud
339
leadership
290
10+
213
architecture
212
platform
202
systems
188
technical
181
management
179
infrastructure
152
governance
148
From the evaluator's "key gap" note per job — themes, not a strict ranking; your own stack can appear as contrast.
Application funnel
Applied
12 · 100%
Screen
4 · 33%
Interview
2 · 17%
Offer
1 · 8%
What happened to them
In process
4 · 33%
Awaiting reply
0 · 0%
Ghosted
5 · 42%
Rejected
2 · 17%
Offer
1 · 8%
Stages are cumulative — an interview also counts in screen. In process = screen/interview underway;
awaiting reply = applied < 21 days ago; ghosted = 21+ days with no reply.