Data Engineer Job Trends in Scotland

Data Engineer
UK > Scotland

The median Data Engineer salary in Scotland is £80,000 per year, according to job vacancies posted during the 6 months leading to 24 July 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 103 136 71
Rank change year-on-year +33 -65 +75
Permanent jobs requiring a Data Engineer 33 15 244
As % of all permanent jobs in Scotland 0.98% 0.61% 4.41%
As % of the Job Titles category 1.05% 0.72% 4.55%
Number of salaries quoted 22 8 49
10th Percentile £45,919 £40,250 £37,021
25th Percentile £72,188 £47,188 £48,750
Median annual salary (50th Percentile) £80,000 £52,500 £66,500
Median % change year-on-year +52.38% -21.05% +10.83%
75th Percentile - £69,688 £80,000
90th Percentile - £95,000 £85,000
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Roles
Scotland

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in Scotland. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Scotland with a recognized job title 3,156 2,097 5,366
% of permanent jobs with a recognized job title 94.15% 84.69% 97.07%
Number of salaries quoted 1,737 927 2,543
10th Percentile £29,225 £26,929 £30,000
25th Percentile £35,000 £36,250 £40,000
Median annual salary (50th Percentile) £47,500 £52,500 £51,000
Median % change year-on-year -9.52% +2.94% -7.27%
75th Percentile £65,000 £70,625 £65,000
90th Percentile £80,000 £87,500 £80,000
UK median annual salary £55,000 £55,000 £54,389
% change year-on-year - +1.12% -9.35%

Data Engineer
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title relative to all permanent IT jobs advertised in Scotland.

Data Engineer job vacancy trend in Scotland

Data Engineer
Salary Trend in Scotland

Salary distribution trend for Data Engineer job vacancies in Scotland.

Salary distribution trend for Data Engineer job vacancies in Scotland

Data Engineer
Salary Histogram in Scotland

Salary distribution for jobs citing Data Engineer in Scotland over the 6 months to 24 July 2026.

Salary histogram for Data Engineer in Scotland

Data Engineer
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the Scotland region over the 6 months to 24 July 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +34 31 £80,000 +39.13% 3
Glasgow +14 1 £54,388 +3.60% 5
West Lothian - 1 - -
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in Scotland

For the 6 months to 24 July 2026, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the Scotland region featuring Data Engineer in the job title.

1 17 (51.52%) Microsoft
2 10 (30.30%) SQL
3 9 (27.27%) Python
4 8 (24.24%) Data Pipeline
5 7 (21.21%) Analytics
5 7 (21.21%) Azure
5 7 (21.21%) Data Engineering
6 6 (18.18%) Data Quality
7 5 (15.15%) Apache Airflow
7 5 (15.15%) Data Modelling
7 5 (15.15%) ETL
8 4 (12.12%) Agile
8 4 (12.12%) AWS
8 4 (12.12%) Data Warehouse
8 4 (12.12%) DevOps
8 4 (12.12%) Technical Leadership
9 3 (9.09%) Big Data
9 3 (9.09%) BigQuery
9 3 (9.09%) CI/CD
9 3 (9.09%) Data Lake
9 3 (9.09%) Databricks
9 3 (9.09%) GCP
9 3 (9.09%) Terraform
10 2 (6.06%) Apache
10 2 (6.06%) Azure DevOps
10 2 (6.06%) Broadband
10 2 (6.06%) Business Intelligence
10 2 (6.06%) Cloud Composer
10 2 (6.06%) Data Architecture
10 2 (6.06%) Data Governance

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (15.15%) Apache Airflow
2 2 (6.06%) Apache
3 1 (3.03%) Apache Spark
3 1 (3.03%) Oracle Application Server
Cloud Services
1 7 (21.21%) Azure
2 4 (12.12%) AWS
3 3 (9.09%) GCP
4 2 (6.06%) Azure DevOps
4 2 (6.06%) Cloud Composer
4 2 (6.06%) Dataform
4 2 (6.06%) dbt
5 1 (3.03%) Azure Data Factory
5 1 (3.03%) Dagster
5 1 (3.03%) Microsoft Purview
5 1 (3.03%) Power Platform
5 1 (3.03%) Prefect
Communications & Networking
1 2 (6.06%) Broadband
Database & Business Intelligence
1 4 (12.12%) Data Warehouse
2 3 (9.09%) Big Data
2 3 (9.09%) BigQuery
2 3 (9.09%) Data Lake
3 2 (6.06%) Metadata
4 1 (3.03%) Data Vault
4 1 (3.03%) Oracle BI EE
4 1 (3.03%) Oracle ODI
4 1 (3.03%) Oracle Reports
4 1 (3.03%) Power BI
4 1 (3.03%) RDBMS
4 1 (3.03%) Relational Database
4 1 (3.03%) Semantic Layer
4 1 (3.03%) Snowflake Schema
4 1 (3.03%) SQL Server
4 1 (3.03%) SQL Server Integration Services
4 1 (3.03%) Star Schema
4 1 (3.03%) Tableau
Development Applications
1 2 (6.06%) Git
2 1 (3.03%) ERwin
2 1 (3.03%) Jenkins
2 1 (3.03%) JIRA
2 1 (3.03%) Oracle APEX
2 1 (3.03%) VSS/SourceSafe
General
1 4 (12.12%) Finance
1 4 (12.12%) Social Skills
2 2 (6.06%) Analytical Skills
2 2 (6.06%) Inclusion and Diversity
3 1 (3.03%) Games
Libraries, Frameworks & Software Standards
1 2 (6.06%) Great Expectations
2 1 (3.03%) JSON
2 1 (3.03%) Kafka
2 1 (3.03%) Node.js
2 1 (3.03%) XML
Miscellaneous
1 1 (3.03%) Cloud Native
1 1 (3.03%) IoT
1 1 (3.03%) Self-Motivation
1 1 (3.03%) Sports Betting
1 1 (3.03%) Wiki
Processes & Methodologies
1 8 (24.24%) Data Pipeline
2 7 (21.21%) Analytics
2 7 (21.21%) Data Engineering
3 5 (15.15%) Data Modelling
3 5 (15.15%) ETL
4 4 (12.12%) Agile
4 4 (12.12%) DevOps
4 4 (12.12%) Technical Leadership
5 3 (9.09%) CI/CD
6 2 (6.06%) Business Intelligence
6 2 (6.06%) Data Architecture
6 2 (6.06%) Data Governance
6 2 (6.06%) Data Science
6 2 (6.06%) Dimensional Modelling
6 2 (6.06%) Mentoring
6 2 (6.06%) Metadata Management
6 2 (6.06%) User-Centered Design (UCD)
6 2 (6.06%) Validation
7 1 (3.03%) Decision-Making
7 1 (3.03%) Workshop Facilitation
Programming Languages
1 10 (30.30%) SQL
2 9 (27.27%) Python
3 1 (3.03%) Bicep
3 1 (3.03%) R
Qualifications
1 1 (3.03%) Azure Certification
1 1 (3.03%) Degree
1 1 (3.03%) MCT
1 1 (3.03%) Microsoft Certification
Quality Assurance & Compliance
1 6 (18.18%) Data Quality
2 1 (3.03%) GDPR
2 1 (3.03%) QA
Systems Management
1 3 (9.09%) Terraform
Vendors
1 17 (51.52%) Microsoft
2 3 (9.09%) Databricks
3 2 (6.06%) Google
4 1 (3.03%) Oracle