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
D1Power BI×D1BigQuery×D1BigQuery×D1Salesforce×D1Snowflake×
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42 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
5881%
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

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
SnowflakeSalesforcePower BIBigQueryExcel

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Excel300.0
Power BI9099.0
Salesforce12099.0
Jira200.0
Confluence100.0
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 BI34.67×
Power BIanalysieren34.67×
Excelanalysieren29.33×
Power BIautomatisieren23.11×
JiraPower BI24.67×
Power BIreporten23.11×
SalesforceREST22.33×
SalesforceSOAP23.50×
RESTSOAP214.00×
BigQuerySnowflake21.11×
HubSpotSalesforce23.50×
Excelautomatisieren14.67×
analysierenautomatisieren14.67×
ExcelMaschinenbau114.00×
Power BIMaschinenbau14.67×
analysierenMaschinenbau114.00×
Power BILogistik14.67×
Power BIController14.67×
automatisierenLogistik114.00×
automatisierenController114.00×

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