Data Engineer
High pay, high employment, fast candidate movement. Salary benchmarks softened, but the talent pool is still recruiter-heavy.
Compensation
Exact role
Hire Level the role. A $5K Senior ceiling misses the upper quartile.
Candidate Use your level, not the blended $3,525 median.
Scope Ukraine or planning to return; monthly net USD. Six-month change: median −$319; Senior Q3 $6,700 → $6,107.
Talent availability
Pooled groupHire Mostly passive market. Lead with range, platform, and ownership.
Candidate Check scope: pipeline, platform, and analytics roles share titles.
Scope AI, ML, Data Science, and Data Engineering combined; no Data Engineer-only split.
Job search
Pooled groupHire Close within five weeks. Long gaps lose active candidates.
Candidate Eight targeted applications is the median; fit beats volume.
Scope Rounded Ukraine medians for the pooled group; individual results vary.
Offer dynamics
Pooled groupHire Do not anchor only to current pay; successful moves reset expectations.
Candidate Negotiation context only; this is conditional on getting an increase.
Scope Only people whose salary increased; not an expected raise for every Data Engineer.
Competition proxy
ProxyHire Below-average response volume does not guarantee a qualified shortlist.
Candidate Less crowded than many categories, but competition is rising.
Scope Data Science jobs bucket, not Data Engineer. Directional only.
Hiring channels
Where to hire
Open candidate searches for the matched job category.
Evidence register
Sources
Exact Data Engineer data where available. Pooled and proxy figures are labelled above. Links open the highlighted source text.
- Compensation Salaries for data specialists — winter 2026
- Talent availability More searching, less optimism: the IT labour market
- Talent availability More searching, less optimism: recruiter outreach
- Job search How IT specialists search for work in 2026
- Job search Interactive job-search widget
- Offer dynamics How much IT salaries grow after changing jobs
- Competition proxy IT job market in the first half of 2026