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01

LinkedIn inflow up 34% — the largest source shift in 12 months

Source channelInflow TimelineHigh confidence2026-05-1902

Data Engineering pool is materially more senior than 18 months ago

Seniority shiftExperience DistributionHigh confidence2026-05-1903

Kubernetes now appears in 31% of Data Engineering CVs

Skill emergenceSkills IntelligenceHigh confidence2026-05-1904

Software Engineering → Data Science is the largest feeder path

Career pathwayCareer TrajectoryMedium confidence2026-05-1905

Bootcamp and certification candidates now account for 28% of Junior pool

Pathway splitEducation & CertificationsMedium confidence2026-05-1906

Germany Software Engineering pool averages 7.2 years experience — 2.1 yrs above global median.

GeographyPool CompositionHigh confidence2026-05-1807

Referral candidates are 2.1 yrs more experienced than job-board candidates across all titles.

Source channelSource Channel IntelligenceHigh confidence2026-05-1808

October 2025 inflow spike (+38% above seasonal norm) was driven almost entirely by LinkedIn.

TimeInflow TimelineHigh confidence2026-05-1709

Mid-level Data Engineering candidates outnumber Senior 3.2× — Senior is the thinnest segment.

SeniorityPool ConcentrationMedium confidence2026-05-1610

Finance candidates average 3.8 yrs per role — highest tenure stability of any job category. Tech averages 2.1 yrs.

Job categoryTenure & Career LongevityMedium confidence2026-05-1511

Rust appears in 7% of Software Engineering CVs from referrals — up from 1% two years ago.

SkillSkills IntelligenceMedium confidence2026-05-1412

Southeast Asia inflow has shifted from Singapore-dominant (62%) to Vietnam-led (29%) over 18 months.

GeographyPool CompositionLow confidence2026-05-1313

Bootcamp share within Junior dev applicants is 4× higher in candidates from Germany than France.

EducationEducation & CertificationsHigh confidence2026-05-1214

Finance → Data flow has grown 2.3× post-2022 — the second-largest cross-industry transition.

Career pathCareer TrajectoryMedium confidence2026-05-11

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