SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
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Hard term filter — click any term in panels to add
D1Snowflake×D1sevdesk×D1Power BI×D1BigQuery×
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67 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
4269%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
Power BI
∞ (z=99.0)
Recurring clusters
1
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
sevdeskSnowflakePower BIBigQueryExcel

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Power BI9099.0
Excel300.0
DATEV100.0
sevdesk37099.0
Jira200.0
Confluence100.0
Snowflake19099.0
BigQuery4099.0
Lexoffice200.0
Tableau100.0
Looker100.0
Metabase100.0
Lexware100.0

04Co-occurrence · top 20 pairs

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

Term ATerm BCountLift
sevdeskAPI131.68×
ExcelPower BI37.44×
Power BIanalysieren37.44×
Power BIautomatisieren27.44×
Excelanalysieren214.89×
sevdeskexportieren21.21×
JiraPower BI27.44×
Power BIreporten24.96×
BigQuerySnowflake21.76×
Lexofficesevdesk21.81×
sevdeskautomate21.21×
Power BILogistik17.44×
Power BIController17.44×
automatisierenLogistik133.50×
automatisierenController133.50×
LogistikController167.00×
Power BIMittelstand17.44×
ExcelMaschinenbau122.33×
Power BIMaschinenbau17.44×
analysierenMaschinenbau122.33×

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