SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
Sources
Active dictionary
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Hard term filter — click any term in panels to add
D1Snowflake×D1SAP×D1BigQuery×D1Salesforce×D1Power BI×D1Excel×
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206 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 6(ANY). last watermark · 2026-05-07
Demand index · last 4 wk vs window mean
5774%
above baseline
Reg. pressure (D5 mentions)
8
across all listings in window
Top mover · D1
SAP
∞ (z=99.0)
Recurring clusters
3
near-duplicate templates

01All 20 terms · Tools

15/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

0255074992021-052022-082023-112025-022026-05
SAPExcelSnowflakeSalesforcePower BI

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP126099.0
Power BI9099.0
Excel42099.0
MS Dynamics100.0
Salesforce12099.0
Jira200.0
Confluence100.0
DATEV100.0
HubSpot4099.0
Snowflake19099.0
BigQuery4099.0
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
Excelreporten83.57×
SAPAPI50.91×
ExcelPflege44.90×
Excelintegrieren42.18×
SAPintegrieren30.54×
ExcelPower BI31.63×
Power BIanalysieren313.73×
Power BIautomatisieren211.44×
Excelanalysieren21.96×
Excelautomatisieren22.45×
SAPanalysieren20.65×
integrierenSchnittstelle215.26×
ExcelSchnittstelle23.27×
JiraPower BI222.89×
Power BIreporten24.16×
ExcelHubSpot22.45×
Excelintegrate23.27×
ExcelXRechnung24.90×
ExcelZUGFeRD24.90×
Excele-Rechnung24.90×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
SAP MM ConsultantNoFluffJobs170d
Lead Data Engineer (Snowflake)NoFluffJobs170d
Deutschland – Dienstleistungen in Verbindung mit Software – Lizenzbeschaffung und Implementierung der SAP S/4HANA Public Cloud und SAP AribaTED20d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend