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 · 0

Nov 2

evaluated matched ≥ 6.9

table view

week of	evaluated	matched	match rate
Aug 3	296	0	0%
Aug 10	533	2	0%
Aug 17	382	1	0%
Aug 24	886	1	0%
Aug 31	71	0	0%
Sep 7	224	0	0%
Sep 14	36	0	0%
Sep 21	1837	4	0%
Sep 28	1058	8	1%
Oct 5	698	0	0%
Oct 12	555	1	0%
Oct 19	633	0	0%
Oct 26	569	1	0%
Nov 2	102	0	0%

Salary distribution — matched postings with pay (8 of 51)

100–120k

120–140k

4

140–160k

p25$100k

median$125k

p75$145k

$142k sr

$100k other

senior-tier — median $142k (6) · other levels — median $100k (2). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $100k–$158k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Xanadu 4 · avg 8.1

Apexon 4 · avg 7.5

McKesson 3 · avg 7.8

Princeton IT Services, Inc 3 · avg 7.8

TekRek 3 · avg 7.1

EPAM Systems 2 · avg 8.1

High Tech Genesis 2 · avg 8.1

Lorven Technologies Inc. 2 · avg 7.6

ITMC Systems, Inc 2 · avg 7.4

Iris Software Inc. 2 · avg 7.3

Verdicts across matches

Lateral 30 · 54%

Step Up 26 · 46%

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 — Data Platform Engineer

fastapi 10

kafka 8

10+ 8

architecture 6

infrastructure 5

platform 5

databricks 5

aws 4

iceberg 4

cloud 4

azure 4

governance 4

microservices 4

sas 4

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.