stats — Demo

Weekly volume — last 13 weeks

1837

Aug 3

Aug 10

Aug 17

Aug 24

Aug 31

Sep 7

Sep 14

Sep 21

Sep 28

Oct 5

Oct 12

Oct 19

Oct 26

102 · 8

Nov 2

evaluated matched ≥ 6.9

table view

week of	evaluated	matched	match rate
Aug 3	296	92	31%
Aug 10	533	191	36%
Aug 17	382	125	33%
Aug 24	886	292	33%
Aug 31	71	15	21%
Sep 7	224	65	29%
Sep 14	36	22	61%
Sep 21	1837	415	23%
Sep 28	1058	307	29%
Oct 5	698	151	22%
Oct 12	555	137	25%
Oct 19	633	146	23%
Oct 26	569	87	15%
Nov 2	102	8	8%

Salary distribution — matched postings with pay (1141 of 7278)

60–80k

80–100k

289

100–120k

120–140k

140–160k

160–180k

180–200k

200–220k

220–240k

240–260k

260–280k

280–300k

300–320k

320–340k

340–360k

p25$109k

median$130k

p75$162k

$142k sr

$119k other

senior-tier — median $142k (559) · other levels — median $119k (582). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $63k–$345k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

RBC 266 · avg 7.8

TD 222 · avg 7.7

Scotiabank 222 · avg 7.6

Amazon Web Services 169 · avg 8.3

Realign 112 · avg 7.8

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision! 105 · avg 7.7

Citi 75 · avg 7.7

Affirm 68 · avg 7.9

Cognizant 68 · avg 7.7

Manulife 64 · avg 7.6

Deloitte 63 · avg 7.6

Apptoza Inc. 63 · avg 7.6

Verdicts across matches

Lateral 3373 · 46%

Step Up 2148 · 29%

Pivot 1240 · 17%

Title Regression 642 · 9%

unknown 9 · 0%

Top matched job titles

Data Engineer 1161 · 530 sr · avg 7.9

Software Engineer 200 · 125 sr · avg 7.6

Analytics Engineer 100 · 43 sr · avg 8.0

Azure Data Engineer 74 · 12 sr · avg 7.7

Data Architect 68 · 21 sr · avg 7.8

Data Scientist 64 · 22 sr · avg 7.5

Aws Data Engineer 62 · 10 sr · avg 7.9

Data Analyst 62 · 15 sr · avg 7.5

Data Platform Engineer 51 · 24 sr · avg 7.7

Big Data Developer 50 · 1 sr · avg 7.6

Consultant En Livraison Infrastructure Cloud Delivery Consultant Cloud Infrastructure Professional Services Canada 47 · 0 sr · avg 8.3

Platform Engineer 44 · 12 sr · avg 7.6

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 821

aws 679

databricks 578

domain 498

leadership 474

cloud 435

architecture 352

platform 289

management 282

10+ 281

technical 261

systems 259

governance 231

infrastructure 213

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.