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
D1HubSpot×D1Talend×D1Snowflake×D1Power BI×
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46 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
5511%
above baseline
Reg. pressure (D5 mentions)
0
across all listings in window
Top mover · D1
Excel
∞ (z=99.0)
Recurring clusters
3
near-duplicate templates

01All 20 terms · Tools

13/20 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
SnowflakeHubSpotPower BIExcelSalesforce

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Excel5099.0
Power BI9099.0
HubSpot16099.0
Jira200.0
Confluence100.0
Snowflake19099.0
BigQuery200.0
Salesforce200.0
Tableau100.0
Looker100.0
Metabase100.0
Postgres100.0
Talend200.0

04Co-occurrence · top 20 pairs

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

Term ATerm BCountLift
ExcelPower BI33.07×
Power BIanalysieren35.11×
HubSpotintegrieren32.16×
HubSpotpipeline32.88×
Excelanalysieren26.13×
Power BIautomatisieren23.41×
Excelreporten26.13×
JiraPower BI25.11×
Power BIreporten23.41×
ExcelHubSpot21.15×
HubSpotautomate21.92×
automatepipeline210.22×
BigQuerySnowflake22.42×
HubSpotSalesforce22.88×
ExcelMaschinenbau19.20×
Power BIMaschinenbau15.11×
analysierenMaschinenbau115.33×
Excelautomatisieren13.07×
analysierenautomatisieren15.11×
Power BIMittelstand15.11×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
Lead Data Engineer (Snowflake)NoFluffJobs170d
Account Executive - DACHarbeitnow20d
Deutschland – Analyse- oder Wissenschaftssoftwarepaket – Talend Datamanagement Platform Lizenzen (On-Premise)TED27d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend