B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
38%
38% -- job listings requiring sql python for GTM engineering job listings (2025)
38% of GTM engineering job postings required SQL and/or Python in 2025.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
38%
Unit
Percentage
Data Vintage
2025
Entity
Sample Size
1,000
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Source
Bloomberry
Primary
Tier B
https://www.datamagnet.co/post/api-first-enrichment-gtm-engineers-no-code-tools/ ↗
Source Article
API-First Enrichment: Why GTM Engineers Are Ditching No-Code Tools
Disclosure: This article is published by Datamagnet. Vendor claims are self-reported unless otherwise noted.
API-First Enrichment: Why GTM Engineers Are Moving Off No-Code Tools
In an analysis of 1,000 GTM Engineering job postings, Bloomberry found hiring for the role grew 205% year-over-year in 202…
Original Research
Bloomberry
· Original study ↗
Methodology
Analysis of 1,000 GTM Engineering job postings by Bloomberry
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
GTM engineering job listings: 38% job listings requiring sql python. Source: Bloomberry (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/gtm-engineering-sql-python-requirement-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/gtm-engineering-sql-python-requirement-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>38%</strong> -- job listings requiring sql python for GTM engineering job listings<br><small>Source: Bloomberry (2025) · <a href="https://lighthousedata.io/data/gtm-engineering-sql-python-requirement-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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