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	2	0%
Jun 15	581	3	1%
Jun 22	624	1	0%
Jun 29	525	0	0%
Jul 6	571	1	0%
Jul 13	478	2	0%
Jul 20	465	2	0%
Jul 27	554	4	1%
Aug 3	575	1	0%
Aug 10	533	1	0%
Aug 17	382	3	1%
Aug 24	886	3	0%
Aug 31	71	0	0%

Salary distribution — matched postings with pay (2 of 41)

2

100–120k

p25$100k

median$100k

p75$110k

$100k other

senior-tier · other levels — median $100k (2). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $100k–$110k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Cogency 5 · avg 7.9

Iris Software Inc. 3 · avg 7.6

Tata Consultancy Services 3 · avg 7.6

Galent 3 · avg 7.5

Themesoft Inc. 3 · avg 7.1

Centraprise 2 · avg 7.6

Tekshapers 2 · avg 7.6

Capgemini 2 · avg 7.5

Smart IT Frame LLC 2 · avg 7.5

K&K Global Talent Solutions INC. 2 · avg 7.4

J&M Group 2 · avg 7.4

Verdicts across matches

Lateral 27 · 63%

Step Up 9 · 21%

Pivot 4 · 9%

Title Regression 3 · 7%

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 — Big Data Developer

hadoop 20

scala 17

java 11

kafka 10

hive 9

spark 6

cloudera 6

skillset 5

pyspark 5

detection 4

big 4

aws 4

fraud 4

developer 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.