stats v1 — Demo

Weekly volume — last 13 weeks

221

Apr 27

May 18

Jun 1

Jun 8

221 · 34

Jun 29

evaluated matched ≥ 6.9

table view

week of	evaluated	matched	match rate
Apr 27	2	0	0%
May 18	3	1	33%
Jun 1	1	1	100%
Jun 8	5	0	0%
Jun 29	221	34	15%

Salary distribution — matched postings with pay (12 of 37)

3

100–120k

120–140k

140–160k

160–180k

180–200k

p25$115k

median$140k

p75$166k

Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $109k–$192k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

Sun Life 3 · avg 7.8

Manulife 2 · avg 8.6

Citi 2 · avg 7.8

Verdicts across matches

Lateral 37 · 47%

Step Up 23 · 29%

Title Regression 10 · 13%

Pivot 9 · 11%

Top matched job titles

Senior Data Engineer 7 · avg 7.9

Senior Data & AI Engineer 2 · avg 7.9

Software Engineer (Backend), Growth Platforms 1 · avg 8.8

Azure Cloud Data Engineer -- KUMDC5834158 1 · avg 8.3

Technical Lead, Data Platforms (Python)-Full Time- Remote 1 · avg 8.3

Python Developer - Capital markets or trading systems 1 · avg 8.0

Senior Analytics Engineer 1 · avg 8.0

Cloud Data Engineer 1 · avg 8.0

Big Data Engineer 1 · avg 8.0

Platform Engineer 1 · avg 8.0

Client Technology - ETL Developer 1 · avg 7.8

AWS Lead Engineer (Large Data Migration Experience) 1 · avg 7.8

Common gaps flagged by the evaluator — Lateral

azure 11

cloud 9

aws 9

databricks 6

platform 5

integration 3

llm 3

additional 2

dbt 2

cdk 2

apis 2

architecture 2

business 2

airflow 2

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 3 · 25%

Ghosted 2 · 17%

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.