PayMetric Labs
22 markets · 2026

Data Architect vs Data Engineer: Salary & Career Benchmarks Across 22 Markets

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 22 markets in 2026.

Pays more (median)

Data Architect

by €28K at mid-level

Higher demand

Data Engineer

Very High vs Extreme

More remote-friendly

Data Architect

80% vs 78%

Data Architect vs Data Engineer Salary in Ireland

↑ Higher median

Data Architect

€98K

Median salary · 2026

€98K
€62K€124K
€86K – €109K (P25–P75)-13.3%

Data Engineer

€70K

Median salary · 2026

€70K
€43K€105K
€58K – €86K (P25–P75)+1.8%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€98K
€70K
+€28K
Lower Range (P25)
€86K
€58K
+€28K
Upper Range (P75)
€109K
€86K
+€23K
Top of Market
€124K
€105K
+€19K
YoY Pay Growth
-13.3%
+1.8%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in UK

↑ Higher median

Data Architect

£90K

Median salary · 2026

£90K
£78K£120K
£90K – £98K (P25–P75)

Data Engineer

£71K

Median salary · 2026

£71K
£50K£110K
£69K – £79K (P25–P75)
Metric
Data Architect
Data Engineer
Diff
Median Salary
£90K
£71K
+£19K
Lower Range (P25)
£90K
£69K
+£21K
Upper Range (P75)
£98K
£79K
+£19K
Top of Market
£120K
£110K
+£10K
YoY Pay Growth
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Australia

↑ Higher median

Data Architect

A$158K

Median salary · 2026

A$158K
A$140KA$190K
A$149K – A$166K (P25–P75)+9.7%

Data Engineer

A$141K

Median salary · 2026

A$141K
A$108KA$185K
A$137K – A$146K (P25–P75)+10.7%
Metric
Data Architect
Data Engineer
Diff
Median Salary
A$158K
A$141K
+A$17K
Lower Range (P25)
A$149K
A$137K
+A$12K
Upper Range (P75)
A$166K
A$146K
+A$20K
Top of Market
A$190K
A$185K
+A$5K
YoY Pay Growth
+9.7%
+10.7%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Singapore

↑ Higher median

Data Architect

SGD132K

Median salary · 2026

SGD132K
SGD120KSGD144K
SGD120K – SGD132K (P25–P75)+8.0%

Data Engineer

SGD108K

Median salary · 2026

SGD108K
SGD96KSGD132K
SGD96K – SGD132K (P25–P75)+8.7%
Metric
Data Architect
Data Engineer
Diff
Median Salary
SGD132K
SGD108K
+SGD24K
Lower Range (P25)
SGD120K
SGD96K
+SGD24K
Upper Range (P75)
SGD132K
SGD132K
Equal
Top of Market
SGD144K
SGD132K
+SGD12K
YoY Pay Growth
+8.0%
+8.7%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Canada

↑ Higher median

Data Architect

CA$134K

Median salary · 2026

CA$134K
CA$104KCA$166K
CA$131K – CA$138K (P25–P75)+7.5%

Data Engineer

CA$126K

Median salary · 2026

CA$126K
CA$104KCA$148K
CA$122K – CA$130K (P25–P75)+8.0%
Metric
Data Architect
Data Engineer
Diff
Median Salary
CA$134K
CA$126K
+CA$8K
Lower Range (P25)
CA$131K
CA$122K
+CA$9K
Upper Range (P75)
CA$138K
CA$130K
+CA$8K
Top of Market
CA$166K
CA$148K
+CA$18K
YoY Pay Growth
+7.5%
+8.0%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Hong Kong

↑ Higher median

Data Architect

HK$720K

Median salary · 2026

HK$720K
HK$708KHK$744K
HK$708K – HK$732K (P25–P75)+8.0%

Data Engineer

HK$684K

Median salary · 2026

HK$684K
HK$624KHK$744K
HK$660K – HK$720K (P25–P75)+8.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
HK$720K
HK$684K
+HK$36K
Lower Range (P25)
HK$708K
HK$660K
+HK$48K
Upper Range (P75)
HK$732K
HK$720K
+HK$12K
Top of Market
HK$744K
HK$744K
Equal
YoY Pay Growth
+8.0%
+8.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in UAE

↑ Higher median

Data Architect

AED432K

Median salary · 2026

AED432K
AED396KAED468K
AED432K – AED432K (P25–P75)+8.0%

Data Engineer

AED408K

Median salary · 2026

AED408K
AED336KAED468K
AED408K – AED408K (P25–P75)+8.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
AED432K
AED408K
+AED24K
Lower Range (P25)
AED432K
AED408K
+AED24K
Upper Range (P75)
AED432K
AED408K
+AED24K
Top of Market
AED468K
AED468K
Equal
YoY Pay Growth
+8.0%
+8.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Germany

↑ Higher median

Data Architect

€95K

Median salary · 2026

€95K
€84K€107K
€90K – €101K (P25–P75)+7.3%

Data Engineer

€76K

Median salary · 2026

€76K
€70K€84K
€73K – €80K (P25–P75)+7.8%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€95K
€76K
+€19K
Lower Range (P25)
€90K
€73K
+€17K
Upper Range (P75)
€101K
€80K
+€21K
Top of Market
€107K
€84K
+€23K
YoY Pay Growth
+7.3%
+7.8%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Netherlands

↑ Higher median

Data Architect

€82K

Median salary · 2026

€82K
€75K€91K
€81K – €83K (P25–P75)+7.4%

Data Engineer

€71K

Median salary · 2026

€71K
€66K€76K
€69K – €71K (P25–P75)+8.4%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€82K
€71K
+€11K
Lower Range (P25)
€81K
€69K
+€12K
Upper Range (P75)
€83K
€71K
+€12K
Top of Market
€91K
€76K
+€15K
YoY Pay Growth
+7.4%
+8.4%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Switzerland

↑ Higher median

Data Architect

CHF144K

Median salary · 2026

CHF144K
CHF119KCHF171K
CHF139K – CHF151K (P25–P75)+7.3%

Data Engineer

CHF127K

Median salary · 2026

CHF127K
CHF103KCHF152K
CHF122K – CHF133K (P25–P75)+8.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
CHF144K
CHF127K
+CHF17K
Lower Range (P25)
CHF139K
CHF122K
+CHF17K
Upper Range (P75)
CHF151K
CHF133K
+CHF18K
Top of Market
CHF171K
CHF152K
+CHF19K
YoY Pay Growth
+7.3%
+8.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Spain

↑ Higher median

Data Architect

€56K

Median salary · 2026

€56K
€46K€70K
€53K – €60K (P25–P75)+7.5%

Data Engineer

€50K

Median salary · 2026

€50K
€47K€51K
€48K – €51K (P25–P75)+8.3%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€56K
€50K
+€6K
Lower Range (P25)
€53K
€48K
+€5K
Upper Range (P75)
€60K
€51K
+€9K
Top of Market
€70K
€51K
+€19K
YoY Pay Growth
+7.5%
+8.3%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Poland

↑ Higher median

Data Architect

PLN284K

Median salary · 2026

PLN284K
PLN248KPLN330K
PLN279K – PLN287K (P25–P75)+7.5%

Data Engineer

PLN255K

Median salary · 2026

PLN255K
PLN236KPLN281K
PLN251K – PLN258K (P25–P75)+8.0%
Metric
Data Architect
Data Engineer
Diff
Median Salary
PLN284K
PLN255K
+PLN29K
Lower Range (P25)
PLN279K
PLN251K
+PLN28K
Upper Range (P75)
PLN287K
PLN258K
+PLN29K
Top of Market
PLN330K
PLN281K
+PLN49K
YoY Pay Growth
+7.5%
+8.0%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Japan

↑ Higher median

Data Architect

¥10.9M

Median salary · 2026

¥10.9M
¥7.5M¥14.9M
¥10.4M – ¥11.4M (P25–P75)+6.8%

Data Engineer

¥9.6M

Median salary · 2026

¥9.6M
¥6.9M¥12.7M
¥9.1M – ¥10M (P25–P75)+7.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
¥10.9M
¥9.6M
+¥1.3M
Lower Range (P25)
¥10.4M
¥9.1M
+¥1.3M
Upper Range (P75)
¥11.4M
¥10M
+¥1.4M
Top of Market
¥14.9M
¥12.7M
+¥2.2M
YoY Pay Growth
+6.8%
+7.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in India

↑ Higher median

Data Architect

₹27L

Median salary · 2026

₹27L
₹21.8L₹31.3L
₹26.1L – ₹27.2L (P25–P75)+11.5%

Data Engineer

₹21.1L

Median salary · 2026

₹21.1L
₹16L₹25.9L
₹20.5L – ₹21.3L (P25–P75)+12.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
₹27L
₹21.1L
+₹5.9L
Lower Range (P25)
₹26.1L
₹20.5L
+₹5.6L
Upper Range (P75)
₹27.2L
₹21.3L
+₹5.9L
Top of Market
₹31.3L
₹25.9L
+₹5.4L
YoY Pay Growth
+11.5%
+12.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in France

↑ Higher median

Data Architect

€75K

Median salary · 2026

€75K
€60K€82K
€68K – €79K (P25–P75)+6.5%

Data Engineer

€60K

Median salary · 2026

€60K
€55K€72K
€57K – €66K (P25–P75)+7.7%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€75K
€60K
+€15K
Lower Range (P25)
€68K
€57K
+€11K
Upper Range (P75)
€79K
€66K
+€13K
Top of Market
€82K
€72K
+€10K
YoY Pay Growth
+6.5%
+7.7%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Portugal

↑ Higher median

Data Architect

€50K

Median salary · 2026

€50K
€41K€63K
€48K – €53K (P25–P75)+7.0%

Data Engineer

€42K

Median salary · 2026

€42K
€33K€55K
€41K – €45K (P25–P75)+7.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€50K
€42K
+€8K
Lower Range (P25)
€48K
€41K
+€7K
Upper Range (P75)
€53K
€45K
+€8K
Top of Market
€63K
€55K
+€8K
YoY Pay Growth
+7.0%
+7.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Estonia

↑ Higher median

Data Architect

€55K

Median salary · 2026

€55K
€44K€72K
€52K – €59K (P25–P75)+6.7%

Data Engineer

€47K

Median salary · 2026

€47K
€45K€54K
€46K – €51K (P25–P75)+8.3%
Metric
Data Architect
Data Engineer
Diff
Median Salary
€55K
€47K
+€8K
Lower Range (P25)
€52K
€46K
+€6K
Upper Range (P75)
€59K
€51K
+€8K
Top of Market
€72K
€54K
+€18K
YoY Pay Growth
+6.7%
+8.3%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Sweden

↑ Higher median

Data Architect

SEK821K

Median salary · 2026

SEK821K
SEK782KSEK935K
SEK810K – SEK845K (P25–P75)+6.0%

Data Engineer

SEK733K

Median salary · 2026

SEK733K
SEK699KSEK836K
SEK724K – SEK755K (P25–P75)+7.0%
Metric
Data Architect
Data Engineer
Diff
Median Salary
SEK821K
SEK733K
+SEK88K
Lower Range (P25)
SEK810K
SEK724K
+SEK86K
Upper Range (P75)
SEK845K
SEK755K
+SEK90K
Top of Market
SEK935K
SEK836K
+SEK99K
YoY Pay Growth
+6.0%
+7.0%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Mexico

↑ Higher median

Data Architect

MX$926K

Median salary · 2026

MX$926K
MX$723KMX$1134K
MX$894K – MX$957K (P25–P75)+7.3%

Data Engineer

MX$803K

Median salary · 2026

MX$803K
MX$646KMX$961K
MX$776K – MX$830K (P25–P75)+8.0%
Metric
Data Architect
Data Engineer
Diff
Median Salary
MX$926K
MX$803K
+MX$123K
Lower Range (P25)
MX$894K
MX$776K
+MX$118K
Upper Range (P75)
MX$957K
MX$830K
+MX$127K
Top of Market
MX$1134K
MX$961K
+MX$173K
YoY Pay Growth
+7.3%
+8.0%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Brazil

↑ Higher median

Data Architect

R$312K

Median salary · 2026

R$312K
R$168KR$480K
R$300K – R$324K (P25–P75)+7.3%

Data Engineer

R$252K

Median salary · 2026

R$252K
R$144KR$408K
R$252K – R$264K (P25–P75)+7.8%
Metric
Data Architect
Data Engineer
Diff
Median Salary
R$312K
R$252K
+R$60K
Lower Range (P25)
R$300K
R$252K
+R$48K
Upper Range (P75)
R$324K
R$264K
+R$60K
Top of Market
R$480K
R$408K
+R$72K
YoY Pay Growth
+7.3%
+7.8%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Philippines

↑ Higher median

Data Architect

₱1152K

Median salary · 2026

₱1152K
₱840K₱1620K
₱1116K – ₱1236K (P25–P75)+10.5%

Data Engineer

₱924K

Median salary · 2026

₱924K
₱636K₱1368K
₱888K – ₱996K (P25–P75)+11.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
₱1152K
₱924K
+₱228K
Lower Range (P25)
₱1116K
₱888K
+₱228K
Upper Range (P75)
₱1236K
₱996K
+₱240K
Top of Market
₱1620K
₱1368K
+₱252K
YoY Pay Growth
+10.5%
+11.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

Data Architect vs Data Engineer Salary in Vietnam

↑ Higher median

Data Architect

₫639.6M

Median salary · 2026

₫639.6M
₫390M₫818.4M
₫575.4M – ₫662.4M (P25–P75)+7.0%

Data Engineer

₫540.6M

Median salary · 2026

₫540.6M
₫348M₫686.4M
₫489.9M – ₫555.9M (P25–P75)+7.5%
Metric
Data Architect
Data Engineer
Diff
Median Salary
₫639.6M
₫540.6M
+₫99M
Lower Range (P25)
₫575.4M
₫489.9M
+₫85.5M
Upper Range (P75)
₫662.4M
₫555.9M
+₫106.5M
Top of Market
₫818.4M
₫686.4M
+₫132M
YoY Pay Growth
+7.0%
+7.5%
Demand Level
Very High
Extreme
Top Skill Boost
Data Modelling+22%
dbt (data build tool)+16%
Remote Flexibility
80%
78%
Typical Level
Senior
Mid to Senior
Data Confidence
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
High ConfidenceHigh Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.
🌍

Cross-Border Comparison: Moving Between UK & Ireland

Nominal salaries converted at 1 GBP = 1.17 EUR (2026 annual average). Cost-of-living adjustment based on Numbeo city data.

Exchange Rate

1 GBP = 1.17 EUR

2026 annual average

Dublin vs London CoL

Dublin ~8% cheaper

Numbeo composite index 2026

Income Tax Difference

IE top rate 40% · UK 45%

Above respective thresholds

Data Architect

€98Kvs £90K (≈€105K)

UK pays more in nominal terms by €7K at the median. After adjusting for Dublin's ~8% lower cost of living versus London, the real-terms advantage narrows, making both markets broadly comparable.

Data Engineer

€70Kvs £71K (≈€83K)

UK pays more in nominal terms by €13K at the median. After adjusting for Dublin's ~8% lower cost of living versus London, the real-terms advantage narrows, making both markets broadly comparable.

Relocating or contracting cross-border? Ireland's lower cost of living, particularly outside Dublin, can offset a nominally lower gross salary. Conversely, UK roles in Manchester, Edinburgh, or Bristol often pair a London-adjacent salary with significantly lower rents. The tax treatment also differs: Ireland's USC and PRSI create a different effective rate curve compared to UK National Insurance, and if the UK role is based in Scotland, its higher rate kicks in at £43,662 (42%) rather than rUK's £50,270 (40%), which changes the comparison at the median for many of these roles. Use our calculators below to run the exact take-home figures before making any decision.

Skills that push pay to the top of the range

Median salary tells you what most people earn. The skills below are what push offers toward the upper range and beyond. Multipliers reflect the premium observed in 2026 job postings across 22 markets relative to the role median.

Data Architect

Data Modelling+22% to offer
Snowflake+20% to offer
Databricks+19% to offer
Azure Data Architecture+17% to offer
dbt (data build tool)+15% to offer
Data Mesh Architecture+16% to offer

Data Engineer

dbt (data build tool)+16% to offer
Apache Spark+14% to offer
Snowflake+12% to offer
Kafka+18% to offer

Remote & hybrid flexibility index

Based on 2026 job posting analysis across 22 markets. Score reflects the proportion of roles advertised as remote or flexible hybrid.

Data Architect

80%Highly Remote
80%

Why flexible: Data architecture work is primarily design and documentation-based, conducted with cloud-hosted tools. The majority of Data Architect roles in Ireland are hybrid or fully remote..

When office is required: Architecture review boards, enterprise design workshops, and cross-functional data governance sessions are more effective in person, particularly in large regulated organisations..

Data Engineer

78%High
78%

Why flexible: Pipeline and infrastructure work is largely asynchronous and tool-driven.

When office is required: Cross-functional data modelling discussions and stakeholder alignment sessions.

Before accepting a hybrid offer, calculate your true net income after commuting costs with our Commuter Tax guide and Remote vs. Hybrid Calculator.

Career velocity: where do people go next?

Understanding where each role leads is often the deciding factor in a career move. The paths below reflect the most common progressions observed across 22 markets.

Data Architect

Very High demandCloud data platform investment and data mesh adoption with shortage of Snowflake and Databricks architecture expertise
Chief Data Architect

Senior Data Architects progress to Principal or Chief Data Architect, setting architecture standards across the full enterprise data estate.

Chief Data Officer

Data Architects who expand into governance, data strategy, and executive leadership often progress to CDO roles.

Head of Data Engineering

Architects who maintain engineering depth and want to lead delivery teams move into Head of Data Engineering positions.

Data Engineer

Extreme demandScale-up and enterprise AI data infrastructure
Analytics Engineer

Natural step for those who enjoy the modelling layer and business logic in dbt

Data Architect

Senior progression into platform design and governance strategy

Engineering Manager

Management track for experienced data platform leads

Monthly briefing

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Data Architect vs Data Engineer: common questions answered

1

Which role pays more on average: Data Architect or Data Engineer?

In Ireland, Data Architect roles typically command a higher median salary than Data Engineer positions. According to our 2026 live benchmark data, a mid-level Data Architect earns a median salary of €98K, whereas a Data Engineer brings in roughly €70K (a gap of €28K at the median).

This difference narrows and widens depending on tech stack and location. Roles based in major hubs like Galway typically pay a 15–25% premium to offset local cost-of-living pressures. Fully remote positions across Ireland tend to compress toward the national median. Senior practitioners in either discipline can exceed the upper range through specialist skills. See the skills premium section below for the specific certifications and tools that push offers to the top of the range.

2

What are the main daily differences between a Data Architect and a Data Engineer?

While both positions are vital to a modern tech organisation, Data Architect and Data Engineer have fundamentally different daily workflows.

Data Architect focuses primarily on designing enterprise data architecture for analytics, reporting, and AI use cases, defining data models, ETL/ELT patterns, and governance standards across Snowflake, Databricks, and Azure data platforms. Day-to-day work revolves around designing logical and physical data models for data warehouses and data lakes, defining data integration architecture and ETL/ELT patterns, reviewing and approving data platform design decisions, creating architecture blueprints and standards documentation, collaborating with data engineers, advising on metadata and lineage, presenting to technical review boards, and evaluating new data platform technologies.

Data Engineer focuses on designing, building, and maintaining scalable data pipelines and infrastructure. Their time is spent writing Python or Scala, orchestrating workflows with Airflow or dbt, managing cloud data warehouses like BigQuery or Snowflake, and optimizing ingestion pipelines.

Essentially, Data Architect tends to designing enterprise data architecture for analytics, while Data Engineer designing.

3

How easy is it to transition from Data Architect to Data Engineer (or vice versa)?

Transitioning between these two paths is achievable but requires targeted upskilling.

Moving from Data Architect to Data Engineer: Strong Python skills, SQL fluency, and comfort with cloud platforms (AWS, GCP, or Azure) are the primary entry points. Software engineers transitioning in find the shift is mostly domain knowledge rather than new fundamentals.

Moving from Data Engineer to Data Architect: Senior Data Engineers who develop architectural design skills, Database Administrators who modernise into cloud-native platforms, and BI Developers who develop upstream data modelling expertise.

Neither path requires starting from scratch. Professionals in both roles share underlying technology fluency; the gap is usually domain knowledge and specific tooling rather than core engineering fundamentals.

4

Which role has higher demand in the current job market in Ireland?

In Ireland in 2026, both roles are seeing strong demand, but with different drivers.

Data Architect demand is very high, particularly in Cloud data platform investment and data mesh adoption with shortage of Snowflake and Databricks architecture expertise. Data Engineer demand is extreme, concentrated in Scale-up and enterprise AI data infrastructure.

Data Architect positions are seeing acute candidate shortages in urban tech corridors like Dublin, Galway, Manchester, and London. Roles typically receive fewer applications relative to the volume open, suggesting stronger negotiating leverage for candidates.

5

Do Data Architect or Data Engineer roles offer better remote and hybrid working flexibility?

Following widespread Return-to-Office mandates across Ireland in 2026, workspace flexibility significantly impacts total compensation values.

Data Architect roles score 80% on our remote-friendliness index (Highly Remote). This is because Data architecture work is primarily design and documentation-based, conducted with cloud-hosted tools. The majority of Data Architect roles in Ireland are hybrid or fully remote.. Where in-office attendance is required, it is typically driven by Architecture review boards, enterprise design workshops, and cross-functional data governance sessions are more effective in person, particularly in large regulated organisations..

Data Engineer roles score 78% (High). Pipeline and infrastructure work is largely asynchronous and tool-driven is the primary driver of flexibility. When office days are required, it is usually for cross-functional data modelling discussions and stakeholder alignment sessions.

For candidates weighing up the true financial value of an offer, our Remote vs. Hybrid Savings Calculator shows exactly how transit costs and commute time affect the real net income of any salary figure.

Explore the data

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