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
D1Jira×D1Jira×D1Snowflake×D1BigQuery×D1MS Dynamics×D1Power BI×
Match mode
Title search
42 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 6(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
6036%
above baseline
Reg. pressure (D5 mentions)
1
across all listings in window
Top mover · D1
Excel
∞ (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
SnowflakeJiraPower BIBigQueryExcel

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Excel300.0
Power BI9099.0
MS Dynamics300.0
Jira11099.0
SAP100.0
Confluence300.0
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
ExcelPower BI34.67×
Power BIanalysieren34.67×
ConfluenceJira33.82×
JiraPflege32.86×
Excelanalysieren29.33×
Power BIautomatisieren23.11×
Jiraintegrieren21.91×
JiraPower BI20.85×
Power BIreporten22.33×
Jirareporten21.91×
ConfluencePflege27.00×
BigQuerySnowflake21.11×
ExcelMaschinenbau114.00×
Power BIMaschinenbau14.67×
analysierenMaschinenbau114.00×
Power BILogistik14.67×
Power BIController14.67×
automatisierenLogistik114.00×
automatisierenController114.00×
LogistikController142.00×

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