SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
Sources
Active dictionary
Language
Hard term filter — click any term in panels to add
D1Confluence×D1Snowflake×D1BigQuery×D1Salesforce×D1BigQuery×D1Power BI×
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45 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 6(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
5778%
above baseline
Reg. pressure (D5 mentions)
2
across all listings in window
Top mover · D1
Excel
∞ (z=0.0)
Recurring clusters
1
near-duplicate templates

01All 20 terms · Tools

12/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

05914182021-052022-082023-112025-022026-05
SnowflakeSalesforcePower BIJiraConfluence

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Excel300.0
Power BI9099.0
DATEV100.0
Confluence4099.0
Salesforce12099.0
Jira4099.0
Snowflake19099.0
BigQuery4099.0
HubSpot200.0
Tableau100.0
Looker100.0
Metabase100.0

04Co-occurrence · top 20 pairs

Lift = P(A,B)/(P(A)·P(B)) · click to filter on both

Term ATerm BCountLift
ExcelPower BI35.00×
Power BIanalysieren35.00×
ConfluencePflege311.25×
ConfluenceJira38.44×
Excelanalysieren210.00×
Confluencereporten25.63×
reportenPflege27.50×
Power BIautomatisieren22.50×
JiraPflege27.50×
JiraPower BI22.50×
Power BIreporten22.50×
SalesforceREST22.50×
SalesforceSOAP23.75×
RESTSOAP215.00×
BigQuerySnowflake21.18×
HubSpotSalesforce23.75×
ExcelMaschinenbau115.00×
Power BIMaschinenbau15.00×
analysierenMaschinenbau115.00×
ConfluenceDATEV111.25×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
Lead Data Engineer (Snowflake)NoFluffJobs170d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend