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 29 March 2026.

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

6 months to
29 Mar 2026
Same period 2025 Same period 2024
Rank 98 104 77
Rank change year-on-year +6 -27 +82
Permanent jobs requiring a Data Engineer 55 18 272
As % of all permanent jobs in Scotland 1.74% 0.92% 4.63%
As % of the Job Titles category 1.85% 1.04% 4.77%
Number of salaries quoted 40 8 31
10th Percentile £59,250 £45,125 £46,250
25th Percentile £63,750 £47,188 £57,375
Median annual salary (50th Percentile) £80,000 £52,500 £65,000
Median % change year-on-year +52.38% -19.23% +8.33%
75th Percentile - £61,250 £77,500
90th Percentile £95,125 £64,625 £85,000
UK median annual salary £68,958 £70,000 £65,000
% change year-on-year -1.49% +7.69% -7.14%

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 2,974 1,732 5,701
% of permanent jobs with a recognized job title 94.35% 88.96% 96.99%
Number of salaries quoted 1,565 947 2,507
10th Percentile £28,250 £27,950 £27,500
25th Percentile £31,250 £40,000 £38,750
Median annual salary (50th Percentile) £45,000 £55,000 £52,500
Median % change year-on-year -18.18% +4.76% -8.70%
75th Percentile £68,750 £74,145 £65,000
90th Percentile £85,000 £94,267 £80,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 29 March 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 29 March 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 +33 48 £80,000 +39.13% 6
Renfrewshire - 4 - -
Glasgow -12 1 £55,000 +4.76% 3
Data Engineer
UK

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

For the 6 months to 29 March 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 22 (40.00%) Microsoft
2 17 (30.91%) Data Engineering
3 15 (27.27%) SQL
4 14 (25.45%) Analytics
5 13 (23.64%) Azure
6 12 (21.82%) Python
7 9 (16.36%) Data Pipeline
8 8 (14.55%) Data Modelling
8 8 (14.55%) Machine Learning
9 7 (12.73%) Data Quality
10 6 (10.91%) Data Strategy
10 6 (10.91%) ETL
11 5 (9.09%) Agile
11 5 (9.09%) Apache Airflow
11 5 (9.09%) AWS
11 5 (9.09%) Business Intelligence
11 5 (9.09%) Data Architecture
11 5 (9.09%) Data Warehouse
11 5 (9.09%) GCP
12 4 (7.27%) Data Science
12 4 (7.27%) DataOps
12 4 (7.27%) dbt
12 4 (7.27%) MLOps
12 4 (7.27%) Power BI
12 4 (7.27%) Power Platform
12 4 (7.27%) Technical Leadership
13 3 (5.45%) .NET
13 3 (5.45%) Apache Spark
13 3 (5.45%) Azure Data Factory
13 3 (5.45%) B2B

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 (9.09%) Apache Airflow
2 3 (5.45%) Apache Spark
3 2 (3.64%) Apache
4 1 (1.82%) Oracle Application Server
4 1 (1.82%) SharePoint
Applications
1 1 (1.82%) Microsoft Excel
Business Applications
1 1 (1.82%) FIS Private Capital Suite
Cloud Services
1 13 (23.64%) Azure
2 5 (9.09%) AWS
2 5 (9.09%) GCP
3 4 (7.27%) dbt
3 4 (7.27%) Power Platform
4 3 (5.45%) Azure Data Factory
5 2 (3.64%) Azure Stack
5 2 (3.64%) Cloud Composer
5 2 (3.64%) Dataform
5 2 (3.64%) Snowflake
6 1 (1.82%) Azure DevOps
6 1 (1.82%) Microsoft 365
6 1 (1.82%) Power Automate
6 1 (1.82%) PowerApps
Communications & Networking
1 1 (1.82%) Firewall
1 1 (1.82%) LAN
1 1 (1.82%) Network Security
1 1 (1.82%) WAN
Database & Business Intelligence
1 5 (9.09%) Data Warehouse
2 4 (7.27%) Power BI
3 3 (5.45%) Metadata
4 2 (3.64%) Big Data
4 2 (3.64%) BigQuery
5 1 (1.82%) Azure SQL Database
5 1 (1.82%) Data Lake
5 1 (1.82%) NoSQL
5 1 (1.82%) Oracle BI EE
5 1 (1.82%) Oracle ODI
5 1 (1.82%) Oracle Reports
5 1 (1.82%) Snowflake Schema
5 1 (1.82%) SQL Server
5 1 (1.82%) Star Schema
5 1 (1.82%) Tableau
Development Applications
1 1 (1.82%) Oracle APEX
1 1 (1.82%) Visual Studio Code
General
1 5 (9.09%) Finance
2 3 (5.45%) Social Skills
3 2 (3.64%) Inclusion and Diversity
4 1 (1.82%) Analytical Skills
Libraries, Frameworks & Software Standards
1 3 (5.45%) .NET
1 3 (5.45%) Kafka
2 2 (3.64%) Great Expectations
3 1 (1.82%) CSS
3 1 (1.82%) HTML
3 1 (1.82%) JSON
3 1 (1.82%) XML
Miscellaneous
1 1 (1.82%) Cloud Native
1 1 (1.82%) Data Protection Act
1 1 (1.82%) Data Structures
1 1 (1.82%) Greenfield Project
Processes & Methodologies
1 17 (30.91%) Data Engineering
2 14 (25.45%) Analytics
3 9 (16.36%) Data Pipeline
4 8 (14.55%) Data Modelling
4 8 (14.55%) Machine Learning
5 6 (10.91%) Data Strategy
5 6 (10.91%) ETL
6 5 (9.09%) Agile
6 5 (9.09%) Business Intelligence
6 5 (9.09%) Data Architecture
7 4 (7.27%) Data Science
7 4 (7.27%) DataOps
7 4 (7.27%) MLOps
7 4 (7.27%) Technical Leadership
8 3 (5.45%) B2B
8 3 (5.45%) DevOps
8 3 (5.45%) Fintech
8 3 (5.45%) Mentoring
8 3 (5.45%) Metadata Management
8 3 (5.45%) Problem-Solving
Programming Languages
1 15 (27.27%) SQL
2 12 (21.82%) Python
3 3 (5.45%) C#
4 2 (3.64%) Java
4 2 (3.64%) Scala
5 1 (1.82%) PowerShell
5 1 (1.82%) R
Qualifications
1 1 (1.82%) Computer Science Degree
1 1 (1.82%) Degree
Quality Assurance & Compliance
1 7 (12.73%) Data Quality
2 1 (1.82%) Accessibility
Systems Management
1 3 (5.45%) Terraform
Vendors
1 22 (40.00%) Microsoft
2 3 (5.45%) Databricks
3 2 (3.64%) Google
4 1 (1.82%) Cisco
4 1 (1.82%) FIS
4 1 (1.82%) Meraki
4 1 (1.82%) Oracle
4 1 (1.82%) Palo Alto