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
D1Snowflake×D1MS Dynamics×D1sevdesk×D1Lexware×D1BigQuery×
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86 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 5(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
3552%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
MS Dynamics
∞ (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
sevdeskLexwareSnowflakeLexofficeBigQuery

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
MS Dynamics300.0
SAP100.0
DATEV200.0
sevdesk37099.0
Lexware26099.0
Snowflake19099.0
BigQuery4099.0
Lexoffice4099.0
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
sevdeskAPI131.59×
LexwareAPI61.04×
Lexwareintegrieren31.98×
sevdeskexportieren21.16×
BigQuerySnowflake22.26×
Lexwareimportieren23.31×
Lexofficesevdesk21.16×
sevdeskautomate22.32×
integrierenAPI21.81×
LexofficeLexware21.65×
MS DynamicsPflege128.67×
MS DynamicsSAP128.67×
SAPintegrieren117.20×
MS Dynamicsintegrieren15.73×
DATEVsevdesk11.16×
DATEVexportieren110.75×
SnowflakeETL14.53×
BigQueryETL121.50×
BigQueryreporten121.50×
SnowflakeTableau14.53×

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