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
D1Salesforce×D1BigQuery×D1MS Dynamics×D1Lexoffice×D1Snowflake×
Match mode
Title search
45 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 5(ANY). last watermark · 2026-05-07
Demand index · last 4 wk vs window mean
5056%
above baseline
Reg. pressure (D5 mentions)
2
across all listings in window
Top mover · D1
MS Dynamics
∞ (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
SnowflakeSalesforceLexofficeBigQueryMS Dynamics

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
MS Dynamics300.0
SAP100.0
Salesforce12099.0
Snowflake19099.0
BigQuery4099.0
HubSpot200.0
sevdesk200.0
Lexoffice9099.0
Tableau100.0
Looker100.0
Metabase100.0
Lexware200.0

04Co-occurrence · top 20 pairs

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

Term ATerm BCountLift
LexofficeAPI33.75×
SalesforceREST23.75×
SalesforceSOAP23.75×
RESTSOAP222.50×
BigQuerySnowflake21.18×
HubSpotSalesforce23.75×
Lexofficesevdesk25.00×
LexofficeLexware25.00×
MS DynamicsPflege115.00×
MS DynamicsSAP115.00×
SAPintegrieren115.00×
MS Dynamicsintegrieren15.00×
Salesforceautomatisieren13.75×
Salesforceintegrieren11.25×
automatisierenintegrieren115.00×
automatisierenREST122.50×
automatisierenSOAP122.50×
integrierenREST17.50×
integrierenSOAP17.50×
SnowflakeETL12.37×

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