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 22 March 2026.

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

6 months to
22 Mar 2026
Same period 2025 Same period 2024
Rank 95 110 83
Rank change year-on-year +15 -27 +76
Permanent jobs requiring a Data Engineer 54 18 249
As % of all permanent jobs in Scotland 1.74% 0.88% 4.52%
As % of the Job Titles category 1.83% 0.98% 4.67%
Number of salaries quoted 39 8 29
10th Percentile £58,500 £45,125 £46,250
25th Percentile £62,500 £47,188 £55,000
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 £95,250 £64,625 £85,000
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 2,944 1,842 5,334
% of permanent jobs with a recognized job title 94.63% 89.59% 96.86%
Number of salaries quoted 1,538 957 2,460
10th Percentile £28,250 £28,500 £26,975
25th Percentile £31,250 £38,750 £38,250
Median annual salary (50th Percentile) £45,000 £55,000 £51,764
Median % change year-on-year -18.18% +6.25% -9.98%
75th Percentile £67,500 £73,886 £65,000
90th Percentile £85,000 £95,000 £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 22 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 22 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 +36 47 £80,000 +39.13% 8
Renfrewshire - 4 - -
Glasgow -6 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 22 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 23 (42.59%) Microsoft
2 17 (31.48%) Data Engineering
3 16 (29.63%) SQL
4 14 (25.93%) Azure
5 13 (24.07%) Analytics
5 13 (24.07%) Python
6 9 (16.67%) Data Pipeline
7 8 (14.81%) Data Modelling
7 8 (14.81%) Machine Learning
8 7 (12.96%) Data Quality
9 6 (11.11%) Data Architecture
9 6 (11.11%) Data Strategy
9 6 (11.11%) Data Warehouse
9 6 (11.11%) ETL
10 5 (9.26%) Agile
10 5 (9.26%) Apache Airflow
10 5 (9.26%) AWS
10 5 (9.26%) Business Intelligence
10 5 (9.26%) dbt
10 5 (9.26%) GCP
11 4 (7.41%) Data Science
11 4 (7.41%) DataOps
11 4 (7.41%) DevOps
11 4 (7.41%) MLOps
11 4 (7.41%) Power BI
11 4 (7.41%) Power Platform
11 4 (7.41%) Problem-Solving
11 4 (7.41%) Technical Leadership
11 4 (7.41%) Terraform
12 3 (5.56%) .NET

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 (9.26%) Apache Airflow
2 3 (5.56%) Apache Spark
3 2 (3.70%) Apache
4 1 (1.85%) Oracle Application Server
4 1 (1.85%) SharePoint
Applications
1 1 (1.85%) Microsoft Excel
Business Applications
1 1 (1.85%) FIS Private Capital Suite
Cloud Services
1 14 (25.93%) Azure
2 5 (9.26%) AWS
2 5 (9.26%) dbt
2 5 (9.26%) GCP
3 4 (7.41%) Power Platform
4 3 (5.56%) Azure Data Factory
4 3 (5.56%) Snowflake
5 2 (3.70%) Azure DevOps
5 2 (3.70%) Azure Stack
5 2 (3.70%) Cloud Composer
5 2 (3.70%) Dataform
6 1 (1.85%) Microsoft 365
6 1 (1.85%) Power Automate
6 1 (1.85%) PowerApps
Communications & Networking
1 1 (1.85%) Firewall
1 1 (1.85%) LAN
1 1 (1.85%) Network Security
1 1 (1.85%) WAN
Database & Business Intelligence
1 6 (11.11%) Data Warehouse
2 4 (7.41%) Power BI
3 3 (5.56%) Metadata
4 2 (3.70%) Big Data
4 2 (3.70%) BigQuery
5 1 (1.85%) Azure SQL Database
5 1 (1.85%) Data Lake
5 1 (1.85%) NoSQL
5 1 (1.85%) Oracle BI EE
5 1 (1.85%) Oracle ODI
5 1 (1.85%) Oracle Reports
5 1 (1.85%) Snowflake Schema
5 1 (1.85%) SQL Server
5 1 (1.85%) Star Schema
5 1 (1.85%) Tableau
Development Applications
1 1 (1.85%) Oracle APEX
1 1 (1.85%) Visual Studio Code
General
1 5 (9.26%) Finance
2 4 (7.41%) Social Skills
3 2 (3.70%) Inclusion and Diversity
4 1 (1.85%) Analytical Skills
Libraries, Frameworks & Software Standards
1 3 (5.56%) .NET
1 3 (5.56%) Kafka
2 2 (3.70%) Great Expectations
3 1 (1.85%) CSS
3 1 (1.85%) HTML
3 1 (1.85%) JSON
3 1 (1.85%) XML
Miscellaneous
1 1 (1.85%) Cloud Native
1 1 (1.85%) Data Protection Act
1 1 (1.85%) Data Structures
1 1 (1.85%) Greenfield Project
Processes & Methodologies
1 17 (31.48%) Data Engineering
2 13 (24.07%) Analytics
3 9 (16.67%) Data Pipeline
4 8 (14.81%) Data Modelling
4 8 (14.81%) Machine Learning
5 6 (11.11%) Data Architecture
5 6 (11.11%) Data Strategy
5 6 (11.11%) ETL
6 5 (9.26%) Agile
6 5 (9.26%) Business Intelligence
7 4 (7.41%) Data Science
7 4 (7.41%) DataOps
7 4 (7.41%) DevOps
7 4 (7.41%) MLOps
7 4 (7.41%) Problem-Solving
7 4 (7.41%) Technical Leadership
8 3 (5.56%) AI
8 3 (5.56%) Fintech
8 3 (5.56%) Mentoring
8 3 (5.56%) Metadata Management
Programming Languages
1 16 (29.63%) SQL
2 13 (24.07%) Python
3 3 (5.56%) C#
4 2 (3.70%) Java
4 2 (3.70%) PowerShell
4 2 (3.70%) Scala
5 1 (1.85%) R
Qualifications
1 1 (1.85%) Computer Science Degree
1 1 (1.85%) Degree
Quality Assurance & Compliance
1 7 (12.96%) Data Quality
2 2 (3.70%) Accessibility
Systems Management
1 4 (7.41%) Terraform
Vendors
1 23 (42.59%) Microsoft
2 3 (5.56%) Databricks
3 2 (3.70%) Google
4 1 (1.85%) Cisco
4 1 (1.85%) FIS
4 1 (1.85%) Meraki
4 1 (1.85%) Oracle
4 1 (1.85%) Palo Alto