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
D1SAP×D1SAP×D1SAP×D1SAP×D1BigQuery×D1Snowflake×D1Metabase×D1Looker×D1MS Dynamics×
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149 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 9(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
6064%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
SAP
∞ (z=99.0)
Recurring clusters
3
near-duplicate templates

01All 20 terms · Tools

8/20 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
SAPSnowflakeBigQueryMS DynamicsExcel

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP126099.0
Excel100.0
MS Dynamics300.0
Snowflake19099.0
BigQuery4099.0
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
SAPAPI51.18×
SAPintegrieren31.18×
SAPanalysieren21.18×
BigQuerySnowflake23.92×
ExcelSAP11.18×
MS DynamicsSAP10.39×
MS Dynamicsintegrieren116.56×
SAPLogistik11.18×
SAPSchnittstelle11.18×
analysierenintegrieren124.83×
integrierenSchnittstelle149.67×
analysierenSchnittstelle174.50×
MS DynamicsPflege149.67×
SAPIDoc11.18×
SAPEDI11.18×
analysierenIDoc174.50×
analysierenEDI174.50×
EDIIDoc1149.00×
SAPBuchhalter11.18×
SAPreporten10.59×

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