stats — Demo

All-time pipeline history for Demo · match bar = score ≥ 6.9
All titles1689 Data Engineer986 Software Engineer172 Analytics Engineer84 Azure Data Engineer70 Data Scientist61 Data Analyst59 Aws Data Engineer52 Consultant En Livraison Infrastructure Cloud Delivery Consultant Cloud Infrastructure Professional Services Canada47
Jobs scraped
22,721
Jobs evaluated
17,523
avg score 5.7
Matches ≥ 6.9 · Software Engineer
172
1.0% of evaluated
Applied
12
4 reached interview
Median salary (matches)
$137k
senior $180k · other $72k

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 ofevaluatedmatchedmatch rate
Jun 859531%
Jun 1558151%
Jun 2262461%
Jun 2952531%
Jul 657141%
Jul 1347851%
Jul 2046561%
Jul 2755451%
Aug 357520%
Aug 1053320%
Aug 1738262%
Aug 2488610%
Aug 317100%

Salary distribution — matched postings with pay (26 of 172)

60–80k
80–100k
100–120k
6
120–140k
140–160k
160–180k
180–200k
200–220k
220–240k
240–260k
p25$112k
median$137k
p75$185k
$180k sr
$72k other
senior-tier — median $180k (16) · other levels — median $72k (10). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $72k–$253k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Scotiabank 21 · avg 7.7
TD 12 · avg 8.0
Kaseya 6 · avg 7.7
Achievers 5 · avg 7.7
Jerry 5 · avg 7.5
Sun Life 4 · avg 7.7
Capital One 4 · avg 7.4
Morningstar 3 · avg 8.0
Equinix 3 · avg 7.8
Ripple 3 · avg 7.6
ZoomInfo 3 · avg 7.4
Nubank 3 · avg 7.3

Verdicts across matches

Pivot 74 · 42%
Lateral 55 · 31%
Step Up 40 · 23%
Title Regression 5 · 3%
unknown 1 · 1%

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
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 — Software Engineer

software 27
domain 18
java 14
general 13
broader 12
architecture 9
skillset 8
scope 8
responsibilities 7
industry 6
integration 6
api 6
differs 6
typescript 6
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.