stats — Demo

Weekly volume — last 13 weeks

886

Jun 8

Jun 15

Jun 22

Jun 29

Jul 6

Jul 13

Jul 20

Jul 27

Aug 3

Aug 10

Aug 17

Aug 24

71 · 0

Aug 31

evaluated matched ≥ 6.9

table view

week of	evaluated	matched	match rate
Jun 8	595	1	0%
Jun 15	581	3	1%
Jun 22	624	2	0%
Jun 29	525	1	0%
Jul 6	571	1	0%
Jul 13	478	0	0%
Jul 20	465	3	1%
Jul 27	554	1	0%
Aug 3	575	1	0%
Aug 10	533	2	0%
Aug 17	382	7	2%
Aug 24	886	10	1%
Aug 31	71	0	0%

Salary distribution — matched postings with pay (4 of 52)

4

100–120k

p25$109k

median$109k

p75$110k

$109k other

senior-tier · other levels — median $109k (4). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $109k–$110k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Apptoza Inc. 5 · avg 7.9

Iris Software Inc. 5 · avg 7.9

BMO Financial Group 3 · avg 8.4

J&M Group 3 · avg 8.2

Quantum World Technologies Inc. 3 · avg 7.8

BMO 2 · avg 8.4

Adastra Corporation 2 · avg 8.3

Fractal 2 · avg 8.3

Tekgence Inc 2 · avg 8.3

Virtusa 2 · avg 8.1

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision! 2 · avg 8.0

Tata Consultancy Services 2 · avg 8.0

Verdicts across matches

Lateral 41 · 75%

Title Regression 8 · 15%

Step Up 4 · 7%

Pivot 1 · 2%

unknown 1 · 2%

Top matched job titles

Data Engineer 986 · 431 sr · avg 7.9

Software Engineer 172 · 102 sr · avg 7.6

Analytics Engineer 84 · 32 sr · avg 8.0

Azure Data Engineer 70 · 9 sr · avg 7.7

Data Scientist 61 · 21 sr · avg 7.5

Data Analyst 59 · 13 sr · avg 7.5

Aws Data Engineer 52 · 8 sr · avg 8.0

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

Platform Engineer 42 · 12 sr · avg 7.6

Big Data Developer 41 · 0 sr · avg 7.6

Cloud Engineer 38 · 16 sr · avg 7.4

Data Platform Engineer 37 · 17 sr · avg 7.7

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 — Aws Data Engineer

aws 8

kafka 7

airflow 6

kinesis 6

10+ 6

time 4

streaming 4

real 4

cdk 4

cloud 4

lake 4

infrastructure 3

integration 3

dagster 3

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.