For tech professionals deciding between these two career paths, negotiating between competing offers, or planning a role transition. Side-by-side median salaries, pay ranges, year-on-year growth, skills that boost pay, remote flexibility, and career path differences across Ireland, the UK, Australia, Singapore, Canada, Hong Kong, the UAE, Germany, the Netherlands, Switzerland, Spain, Poland, Japan, India, France, Portugal, Estonia, Sweden, Mexico, Brazil, the Philippines, and Vietnam in 2026.
Data Engineer
€70K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Ireland
Data Engineer
£71K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for UK
Data Engineer
A$141K
Median salary · 2026
AI Machine Learning Engineer
A$131K
Median salary · 2026
Data Engineer
SGD108K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Singapore
Data Engineer
CA$126K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Canada
Data Engineer
HK$684K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Hong Kong
Data Engineer
AED408K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for UAE
Data Engineer
€76K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Germany
Data Engineer
€73K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Netherlands
Data Engineer
CHF127K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Switzerland
Data Engineer
€47K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Spain
Data Engineer
PLN255K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Poland
Data Engineer
¥9.6M
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Japan
Data Engineer
₹21.1L
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for India
Data Engineer
€60K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for France
Data Engineer
€47K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Portugal
Data Engineer
€56K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Estonia
Data Engineer
SEK733K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Sweden
Data Engineer
MX$803K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Mexico
Data Engineer
R$252K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Brazil
Data Engineer
₱924K
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Philippines
Data Engineer
₫540.6M
Median salary · 2026
AI Machine Learning Engineer
No benchmark data yet for Vietnam
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Salary data varies by seniority, specialisation, and location across Ireland. The comparison matrix above shows the most current benchmark figures we have for both roles. Roles based in Galway typically pay a 15–25% premium over the national median.
Both roles require distinct skill sets and daily workflows. Data Engineer is typically more focused on designing, building, and maintaining scalable data pipelines and infrastructure, while AI Machine Learning Engineer centres on a different technical domain.
Both roles share technical fundamentals that make cross-over achievable with targeted upskilling. The specific gap depends on your current skill set and seniority level.
Both roles are experiencing demand growth across the tech market in Ireland in 2026, driven by enterprise digital transformation and the continued expansion of AI and cloud infrastructure programmes.
Remote flexibility varies significantly between the two roles based on the nature of the work. Generally, roles with more asynchronous, tool-driven workflows offer greater remote flexibility, while client-facing or collaborative roles tend toward hybrid arrangements.
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