stats v1 — Demo

All-time pipeline history for Demo · match bar = score ≥ 6.9 · variant: v1 cards / v2 report
All verdicts79 Lateral37 Step Up23 Title Regression10 Pivot9
Jobs scraped
250
Jobs evaluated
238
avg score 5.6
Matches ≥ 6.9
79
33.2% of evaluated
Applied
12
4 reached interview
Median salary (matches)
$138k
across 24 postings with pay

Weekly volume — last 13 weeks

221
Apr 27
May 18
Jun 1
Jun 8
221 · 67
Jun 29
evaluated matched ≥ 6.9
table view
week ofevaluatedmatchedmatch rate
Apr 2722100%
May 183267%
Jun 111100%
Jun 85240%
Jun 292216730%

Salary distribution — matched postings with pay (24 of 79)

80–100k
7
100–120k
120–140k
140–160k
160–180k
180–200k
200–220k
220–240k
240–260k
260–280k
p25$112k
median$138k
p75$166k
Yearly-normalized midpoints of the posted ranges (hourly ×2080). Range $93k–$271k; currencies mixed as posted (CAD/USD).

Repeat-match companies (≥ 2 matches)

RBC 5 · avg 7.6
Sun Life 4 · avg 8.0
Citi 4 · avg 7.9
Manulife 3 · avg 8.1
Faire 2 · avg 8.4
Lyft 2 · avg 8.4
Tangerine 2 · avg 8.0
Autodesk 2 · avg 7.9
Insight Global 2 · avg 7.5
FP Inc. 2 · avg 7.5
Teranet Inc 2 · avg 7.3
Questrade Financial Group 2 · avg 7.0

Verdicts across matches

Lateral 37 · 47%
Step Up 23 · 29%
Title Regression 10 · 13%
Pivot 9 · 11%

Top matched job titles

Senior Data Engineer 9 · avg 8.0
Data Engineer 4 · avg 7.3
Big Data Engineer 3 · avg 7.5
Platform Engineer 3 · avg 7.3
Senior Staff Data Engineer - Platform Data and Analytics 2 · avg 8.4
Senior Big Data Developer- Vice President 2 · avg 8.0
Senior Data & AI Engineer 2 · avg 7.9
Staff Data/AI Engineer 2 · avg 7.8
Senior Cloud Data Platform Engineer 2 · avg 7.0
Software Engineer (Backend), Growth Platforms 1 · avg 8.8
Lead, Data Engineering 1 · avg 8.5
Azure Cloud Data Engineer -- KUMDC5834158 1 · avg 8.3

Common gaps flagged by the evaluator

azure 15
cloud 12
aws 11
requiring 7
databricks 6
platform 6
technical 5
domain 5
leadership 5
critical 4
exceed 4
10+ 4
airflow 4
centric 4
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.