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×D1HubSpot×D1Alteryx×D1HubSpot×
Match mode
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35 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
5571%
above baseline
Reg. pressure (D5 mentions)
0
across all listings in window
Top mover · D1
HubSpot
∞ (z=99.0)
Recurring clusters
2
near-duplicate templates

01All 20 terms · Tools

9/20 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
SnowflakeHubSpotExcelSalesforceBigQuery

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
HubSpot16099.0
Excel200.0
Snowflake19099.0
BigQuery200.0
Salesforce200.0
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
HubSpotintegrieren32.19×
HubSpotpipeline32.19×
ExcelHubSpot22.19×
HubSpotautomate22.19×
automatepipeline211.67×
BigQuerySnowflake21.84×
HubSpotSalesforce22.19×
HubSpotautomatisieren12.19×
HubSpotPflege12.19×
automatisierenPflege135.00×
Excelreporten117.50×
Excelintegrate117.50×
HubSpotreporten12.19×
HubSpotintegrate12.19×
integratereporten135.00×
SnowflakeETL11.84×
BigQueryETL117.50×
SnowflakeTableau11.84×
BigQueryTableau117.50×
LookerTableau135.00×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
Lead Data Engineer (Snowflake)NoFluffJobs170d
Account Executive - DACHarbeitnow20d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend