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
D1MS Dynamics×D1HubSpot×D1Snowflake×D1BigQuery×
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40 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 4(ANY). last watermark · 2026-05-07
Demand index · last 4 wk vs window mean
5525%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
MS Dynamics
∞ (z=0.0)
Recurring clusters
2
near-duplicate templates

01All 20 terms · Tools

11/20 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
SnowflakeHubSpotBigQueryMS DynamicsExcel

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
MS Dynamics300.0
SAP100.0
HubSpot16099.0
Excel200.0
Snowflake19099.0
BigQuery4099.0
Salesforce200.0
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
HubSpotintegrieren31.87×
HubSpotpipeline31.87×
ExcelHubSpot22.50×
HubSpotautomate22.50×
automatepipeline210.00×
BigQuerySnowflake21.05×
HubSpotSalesforce22.50×
MS DynamicsPflege16.67×
MS DynamicsSAP113.33×
SAPintegrieren110.00×
MS Dynamicsintegrieren13.33×
HubSpotautomatisieren12.50×
HubSpotPflege11.25×
automatisierenPflege120.00×
Excelreporten110.00×
Excelintegrate120.00×
HubSpotreporten11.25×
HubSpotintegrate12.50×
integratereporten120.00×
SnowflakeETL12.11×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
Lead Data Engineer (Snowflake)NoFluffJobs170d
Account Executive - DACHarbeitnow20d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend