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 · Platform Engineer
42
0.2% of evaluated
Applied
12
4 reached interview
Median salary (matches)
$110k
senior $145k · other $107k

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 859500%
Jun 1558120%
Jun 2262451%
Jun 2952571%
Jul 657120%
Jul 1347820%
Jul 2046531%
Jul 2755441%
Aug 357510%
Aug 1053310%
Aug 1738210%
Aug 2488630%
Aug 317100%

Salary distribution — matched postings with pay (7 of 42)

80–100k
3
100–120k
120–140k
140–160k
160–180k
180–200k
200–220k
p25$105k
median$110k
p75$180k
$145k sr
$107k other
senior-tier — median $145k (2) · other levels — median $107k (5). Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $93k–$208k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Galent 3 · avg 8.1
RBC 3 · avg 7.5
Pacer Group 3 · avg 7.1
TMX GROUP 2 · avg 8.8
Sanofi 2 · avg 8.4
Yochana 2 · avg 8.2
Artech L.L.C. 2 · avg 7.1
Apptoza Inc. 2 · avg 7.1

Verdicts across matches

Lateral 22 · 50%
Pivot 14 · 32%
Step Up 7 · 16%
Title Regression 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
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 — Platform Engineer

platform 13
10+ 8
infrastructure 7
devops 6
azure 4
cloud 4
differs 4
netezza 4
difference 3
centric 3
broader 3
domain 3
architecture 3
java 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.