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	0	0%
Aug 17	382	1	0%
Aug 24	886	0	0%
Aug 31	71	0	0%
Sep 7	224	0	0%
Sep 14	36	0	0%
Sep 21	1837	1	0%
Sep 28	1058	1	0%
Oct 5	698	1	0%
Oct 12	555	0	0%
Oct 19	633	0	0%
Oct 26	569	0	0%
Nov 2	102	0	0%

Salary distribution — matched postings with pay (7 of 64)

4

100–120k

120–140k

140–160k

160–180k

p25$116k

median$117k

p75$135k

$135k sr

$117k other

senior-tier — median $135k (3) · other levels — median $117k (4). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $105k–$160k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

TD 7 · avg 7.6

McKesson 4 · avg 7.5

Achievers 2 · avg 8.1

Robert Half 2 · avg 7.7

LatentView Analytics 2 · avg 7.5

Dexian 2 · avg 7.4

Canadian Tire Corporation 2 · avg 7.4

Fusemachines 2 · avg 7.1

Deloitte 2 · avg 7.1

RBC 2 · avg 7.0

Vertex Elite LLC 2 · avg 7.0

Verdicts across matches

Pivot 32 · 49%

Lateral 21 · 32%

Step Up 10 · 15%

Title Regression 2 · 3%

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 Scientist

science 12

learning 10

machine 10

modeling 6

advanced 6

tensorflow 4

framework 4

analytics 4

leadership 4

pytorch 3

databricks 3

master 2

model 2

azure 2

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.