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×D1Salesforce×D1Snowflake×
Match mode
Title search
34 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 3(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
5926%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
SAP
∞ (z=0.0)
Recurring clusters
1
near-duplicate templates

01All 20 terms · Tools

9/20 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
SnowflakeSalesforceMS DynamicsHubSpotBigQuery

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP100.0
MS Dynamics300.0
Salesforce12099.0
Snowflake19099.0
BigQuery200.0
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
BigQuerySnowflake21.79×
SalesforceREST22.83×
SalesforceSOAP22.83×
RESTSOAP217.00×
HubSpotSalesforce22.83×
MS DynamicsSAP111.33×
SAPintegrieren117.00×
MS Dynamicsintegrieren15.67×
MS DynamicsPflege111.33×
SnowflakeETL11.79×
BigQueryETL117.00×
Salesforceautomatisieren12.83×
Salesforceintegrieren11.42×
automatisierenintegrieren117.00×
automatisierenREST117.00×
automatisierenSOAP117.00×
integrierenREST18.50×
integrierenSOAP18.50×
Salesforcepipeline12.83×
SnowflakeTableau11.79×

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