SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
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D1Snowflake×D1Salesforce×D1Looker×D1Excel×
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73 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 4(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
5432%
above baseline
Reg. pressure (D5 mentions)
7
across all listings in window
Top mover · D1
SAP
∞ (z=0.0)
Recurring clusters
1
near-duplicate templates

01All 20 terms · Tools

14/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

071420272021-052022-082023-112025-022026-05
ExcelSnowflakeSalesforceHubSpotPower BI

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP100.0
Excel42099.0
Power BI300.0
HubSpot4099.0
Salesforce12099.0
DATEV100.0
Jira100.0
Confluence100.0
Snowflake19099.0
BigQuery200.0
Tableau100.0
Looker100.0
Metabase100.0
Postgres100.0

04Co-occurrence · top 20 pairs

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

Term ATerm BCountLift
Excelreporten81.74×
ExcelPflege41.74×
Excelintegrieren41.39×
ExcelPower BI31.74×
Excelautomatisieren21.16×
Excelanalysieren21.74×
Power BIanalysieren224.33×
ExcelHubSpot20.87×
Excelintegrate21.74×
ExcelSchnittstelle21.74×
SalesforceREST26.08×
SalesforceSOAP26.08×
RESTSOAP236.50×
ExcelXRechnung21.74×
ExcelZUGFeRD21.74×
Excele-Rechnung21.74×
ExcelXRechnung21.74×
ExcelZUGFeRD21.74×
XRechnungZUGFeRD236.50×
XRechnunge-Rechnung236.50×

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