DATA STACK WEEKLY
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Data Stack Weekly Issue #15: Nov 2026

Archived issue preserved as published. Counts are historical snapshots and may be outdated. They do not represent current openings or active software licenses.

DATA STACK WEEKLY
Data-tool hiring signals and learning decisions
Nov 2026 · data snapshot 2026-11-10 · datastackguide.com
Role labels are editorial navigation. They do not mean the underlying denominator was filtered to that role.
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems
120
Tools Tracked
3,880,940
Historical Listings
290,774
Historical Companies
Most useful forAnalyst & BIAnalytics engineeringData platform & systems
Lead signal
Power BI led Tableau in the June practitioner watchlist.
Power BI appeared in 1,021 detected mentions, or 8.7% of the June denominator. Tableau appeared in 624, or 5.3%. Looker appeared in 151. These are historical hiring-footprint signals, not proof of active licenses or current open roles.
Data snapshot: 2026-11-10. Ambiguous raw terms are held out until snippet verification.
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems
In the news this week
Clay moves GTM orchestration out of tables and into Workflows
Clay is moving up the stack from enrichment tables toward workflow orchestration. Buyers should evaluate it against automation platforms as well as data providers.
Clay
Snowflake adds dynamic model routing for AI workloads
Model routing puts cost and performance selection inside the data platform. Data teams should compare governance and unit economics before treating every model endpoint as interchangeable.
Snowflake
Apollo expands technographic coverage using job-posting data
Apollo is using the same broad signal class as DataStackGuide for a commercial technographic product. Buyers should ask how job mentions are disambiguated, dated, and translated into company-level technology claims.
Apollo
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Practitioner Tool Watchlist

Tool Mentions Share Share Δ
1 Power BI 1,021 8.7% -5.11 pp
2 Tableau 624 5.3% -8.49 pp
3 Looker 151 1.3% +1.28 pp
4 MuleSoft 51 0.4% +0.43 pp
5 n8n 48 0.4% +0.41 pp
6 Fivetran 39 0.3% +0.33 pp
7 Metabase 15 0.1% +0.13 pp
8 Hightouch 8 0.1% +0.07 pp
9 Census Data 7 0.1% +0.06 pp
10 Airbyte 3 0.0% +0.03 pp
Curated BI, integration, orchestration, and data-movement tools. Shares use all detected tool mentions in the dated monthly cohort as the denominator.
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Biggest Movers

Power Bi ▲ 25425%
4 → 1,021 mentions
Tableau ▲ 15500%
4 → 624 mentions
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Historical Seniority Mix: MuleSoft

Entry (161) 4%
Mid-Level (2,284) 60%
Senior (1,066) 28%
Manager (0) 0%
Director (185) 5%
VP+ (121) 3%
n = 3,817 roles
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Historical Remote Share by Tool

MuleSoft 42%
n8n 58%
% of roles listed as remote
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Top Company Mentions in Covered Breakdowns

Company Historical mentions
Deloitte 502
Accenture 316
Salesforce 205
Bv Teck 201
Fivetran 192
N8N 112
Featherless Ai 101
Informatica 97
Most useful forData platform & systemsData engineering

Pricing Spotlight: Power BI

Tier Price
Power BI Pro $10/user/mo
Power BI Premium Per User $20/user/mo
Power BI Premium Per Capacity $4,995/mo
Power BI Embedded Usage-based
Pro is included with Microsoft 365 E5 subscriptions. Power BI Desktop (authoring tool) is free to download and use locally. Premium Per Capacity removes the per-user viewer cost, which makes it econom...
Most useful forAnalytics engineeringData engineeringData platform & systems

Most Common Stack Combos

Power BI + Tableau 21488 posts
Tableau + Looker 4700 posts
Power BI + Looker 2970 posts
Fivetran + Tableau 298 posts
Fivetran + Power Bi 295 posts
Tools found together in the same job posting
Most useful forAnalyst & BIAnalytics engineeringData engineeringData platform & systems

Covered Directory Landscape

List Building & Prospecting 47 tools
Data Enrichment 28 tools
Contact Databases 28 tools
Technographic Data 27 tools
Data Validation 24 tools
CRM Platforms 21 tools
Data Orchestration 14 tools
ABM & Targeting 14 tools
Most useful forAnalyst & BI

Frozen Learning Decision

Research Power BI first when choosing between Power BI and Tableau for broad BI-role coverage, then check the tools against your target role, industry, and geography.
Power BI held a larger share of detected tool mentions than Tableau in each of the final three monthly cohorts in the committed export.
Frozen 2026-08-26 from 2026-04 through 2026-06. Status: pending three later monthly cohorts. This is a research priority, not a product-quality claim.
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