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	15	5%
Aug 10	533	30	6%
Aug 17	382	18	5%
Aug 24	886	41	5%
Aug 31	71	1	1%
Sep 7	224	11	5%
Sep 14	36	3	8%
Sep 21	1837	57	3%
Sep 28	1058	30	3%
Oct 5	698	23	3%
Oct 12	555	9	2%
Oct 19	633	29	5%
Oct 26	569	15	3%
Nov 2	102	0	0%

Salary distribution — matched postings with pay (165 of 1161)

60–80k

80–100k

55

100–120k

120–140k

140–160k

160–180k

180–200k

200–220k

220–240k

240–260k

260–280k

p25$100k

median$113k

p75$134k

$120k sr

$110k other

senior-tier — median $120k (78) · other levels — median $110k (87). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $72k–$275k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

RBC 59 · avg 8.0

TD 59 · avg 7.8

Scotiabank 38 · avg 7.8

Konrad Group 15 · avg 7.7

Realign 14 · avg 8.3

Tata Consultancy Services 14 · avg 8.2

Insight Global 14 · avg 7.9

Capgemini 14 · avg 7.9

BMO 13 · avg 8.0

Hays 13 · avg 7.8

Luxoft 13 · avg 7.6

CI Financial 12 · avg 7.9

Verdicts across matches

Lateral 683 · 57%

Title Regression 303 · 26%

Step Up 150 · 13%

Pivot 46 · 4%

unknown 6 · 1%

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 Engineer

azure 160

aws 152

databricks 124

one 96

exceed 94

leadership 91

expectations 84

cloud 62

mid 53

far 50

step 47

lower 46

down 45

domain 42

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.