Data Engineer Job Trends in Scotland

Data Engineer
UK > Scotland

The median Data Engineer salary in Scotland is £75,000 per year, according to job vacancies posted during the 6 months leading to 20 September 2026.

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

6 months to
20 Sep 2026
Same period 2025 Same period 2024
Rank 113 139 86
Rank change year-on-year +26 -53 +45
Permanent jobs requiring a Data Engineer 26 13 117
As % of all permanent jobs in Scotland 0.64% 0.51% 2.79%
As % of the Job Titles category 0.70% 0.63% 2.89%
Number of salaries quoted 16 6 40
10th Percentile £53,347 £36,250 £35,105
25th Percentile £68,875 £46,563 £50,625
Median annual salary (50th Percentile) £75,000 £51,250 £65,000
Median % change year-on-year +46.34% -21.15% +18.18%
75th Percentile £100,000 £84,688 £80,000
90th Percentile - £95,000 -
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -3.45%

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 3,695 2,063 4,053
% of permanent jobs with a recognized job title 91.19% 81.48% 96.62%
Number of salaries quoted 2,103 870 1,892
10th Percentile £30,000 £26,250 £30,000
25th Percentile £40,000 £32,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £52,500
Median % change year-on-year +10.00% -4.76% -
75th Percentile £70,000 £66,250 £69,000
90th Percentile £90,000 £82,751 £80,000
UK median annual salary £58,500 £55,000 £55,000
% change year-on-year +6.36% - -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 20 September 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 20 September 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
Glasgow +16 12 £100,000 +100.00% 47
Edinburgh +11 9 £80,000 -15.79% 13
Moray - 4 £75,000 -
West Lothian - 1 - -
Data Engineer
UK

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

For the 6 months to 20 September 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 14 (53.85%) SQL
2 13 (50.00%) Data Pipeline
3 12 (46.15%) Azure
4 11 (42.31%) Agile
4 11 (42.31%) Analytics
4 11 (42.31%) Data Engineering
4 11 (42.31%) Data Lake
5 10 (38.46%) Microsoft
6 9 (34.62%) Python
6 9 (34.62%) Software Engineering
7 8 (30.77%) Data Architecture
7 8 (30.77%) Data Science
7 8 (30.77%) Databricks
8 7 (26.92%) CI/CD
8 7 (26.92%) Data Warehouse
9 6 (23.08%) Data Quality
9 6 (23.08%) DevOps
10 5 (19.23%) AWS
10 5 (19.23%) Azure SQL Database
10 5 (19.23%) Git
10 5 (19.23%) Problem-Solving
10 5 (19.23%) SQL Server
11 4 (15.38%) Azure Data Factory
11 4 (15.38%) Azure DevOps
11 4 (15.38%) Data Acquisition
11 4 (15.38%) Data Governance
11 4 (15.38%) ETL
11 4 (15.38%) Mentoring
11 4 (15.38%) Performance Tuning
11 4 (15.38%) Test Automation

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 3 (11.54%) Apache Airflow
Cloud Services
1 12 (46.15%) Azure
2 5 (19.23%) AWS
3 4 (15.38%) Azure Data Factory
3 4 (15.38%) Azure DevOps
4 3 (11.54%) Azure Synapse Analytics
5 2 (7.69%) Amazon S3
5 2 (7.69%) AWS Lambda
5 2 (7.69%) AWS Step Functions
5 2 (7.69%) Azure Functions
5 2 (7.69%) Azure Logic Apps
5 2 (7.69%) Dagster
5 2 (7.69%) dbt
5 2 (7.69%) GCP
5 2 (7.69%) Prefect
5 2 (7.69%) Serverless
5 2 (7.69%) Snowflake
6 1 (3.85%) Azure Databricks
6 1 (3.85%) Microsoft Purview
6 1 (3.85%) Power Platform
Communications & Networking
1 2 (7.69%) Broadband
Database & Business Intelligence
1 11 (42.31%) Data Lake
2 7 (26.92%) Data Warehouse
3 5 (19.23%) Azure SQL Database
3 5 (19.23%) SQL Server
4 3 (11.54%) Amazon Redshift
5 2 (7.69%) Amazon Athena
5 2 (7.69%) BigQuery
5 2 (7.69%) Parquet
6 1 (3.85%) Big Data
6 1 (3.85%) Data Vault
6 1 (3.85%) Metadata
6 1 (3.85%) Power BI
6 1 (3.85%) RDBMS
6 1 (3.85%) Relational Database
6 1 (3.85%) Semantic Layer
6 1 (3.85%) SQL Server Integration Services
6 1 (3.85%) Tableau
Development Applications
1 5 (19.23%) Git
2 1 (3.85%) ERwin
2 1 (3.85%) Jenkins
2 1 (3.85%) JIRA
2 1 (3.85%) VSS/SourceSafe
General
1 8 (30.77%) Finance
2 6 (23.08%) Analytical Skills
3 4 (15.38%) Social Skills
4 1 (3.85%) Games
4 1 (3.85%) Influencing Skills
Libraries, Frameworks & Software Standards
1 3 (11.54%) PySpark
2 2 (7.69%) Apache Avro
2 2 (7.69%) JSON
2 2 (7.69%) Terraform
3 1 (3.85%) Node.js
Miscellaneous
1 3 (11.54%) Cloud Native
2 2 (7.69%) IoT
3 1 (3.85%) AI Agents
3 1 (3.85%) Algorithms
3 1 (3.85%) Data Structures
3 1 (3.85%) Self-Motivation
3 1 (3.85%) Sports Betting
3 1 (3.85%) Wiki
Processes & Methodologies
1 13 (50.00%) Data Pipeline
2 11 (42.31%) Agile
2 11 (42.31%) Analytics
2 11 (42.31%) Data Engineering
3 9 (34.62%) Software Engineering
4 8 (30.77%) Data Architecture
4 8 (30.77%) Data Science
5 7 (26.92%) CI/CD
6 6 (23.08%) DevOps
7 5 (19.23%) Problem-Solving
8 4 (15.38%) Data Acquisition
8 4 (15.38%) Data Governance
8 4 (15.38%) ETL
8 4 (15.38%) Mentoring
8 4 (15.38%) Performance Tuning
8 4 (15.38%) Test Automation
8 4 (15.38%) Validation
9 3 (11.54%) Data Modelling
9 3 (11.54%) Fintech
9 3 (11.54%) KYC
Programming Languages
1 14 (53.85%) SQL
2 9 (34.62%) Python
3 2 (7.69%) Bicep
3 2 (7.69%) Java
Qualifications
1 2 (7.69%) Azure Certification
1 2 (7.69%) SC Cleared
1 2 (7.69%) Security Cleared
2 1 (3.85%) Degree
2 1 (3.85%) MCT
2 1 (3.85%) Microsoft Certification
Quality Assurance & Compliance
1 6 (23.08%) Data Quality
2 2 (7.69%) Accessibility
2 2 (7.69%) QA
3 1 (3.85%) GDPR
Vendors
1 10 (38.46%) Microsoft
2 8 (30.77%) Databricks