Data Engineer Job Trends in Scotland

Data Engineer
UK > Scotland

The median Data Engineer salary in Scotland is £68,750 per year, according to job vacancies posted during the 6 months leading to 20 October 2025.

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

6 months to
20 Oct 2025
Same period 2024 Same period 2023
Rank 144 88 129
Rank change year-on-year -56 +41 +57
Permanent jobs requiring a Data Engineer 13 64 33
As % of all permanent jobs in Scotland 0.50% 1.93% 1.32%
As % of the Job Titles category 0.61% 2.00% 1.37%
Number of salaries quoted 6 34 23
10th Percentile £36,250 £35,105 £43,750
25th Percentile £46,563 £49,375 £46,278
Median annual salary (50th Percentile) £68,750 £68,750 £52,500
Median % change year-on-year - +30.95% -12.50%
75th Percentile £93,438 £80,000 £71,250
90th Percentile £95,000 - £89,000
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Vacancies
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 2,140 3,199 2,417
% of permanent jobs with a recognized job title 81.68% 96.53% 96.72%
Number of salaries quoted 903 1,597 1,938
10th Percentile £25,600 £30,000 £25,000
25th Percentile £31,500 £40,000 £34,849
Median annual salary (50th Percentile) £45,000 £53,000 £51,183
Median % change year-on-year -15.09% +3.55% -6.94%
75th Percentile £65,750 £69,800 £67,500
90th Percentile £84,850 £80,000 £80,627
UK median annual salary £52,500 £56,000 £60,000
% change year-on-year -6.25% -6.67% -

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 October 2025.

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 October 2025. 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 -18 9 £91,250 +30.36% 5
Glasgow -7 3 £47,500 -5.00% 2
Fife +9 1 £50,000 - 1
Data Engineer
UK

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

For the 6 months to 20 October 2025, 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 8 (61.54%) Azure
1 8 (61.54%) Python
2 7 (53.85%) AI
2 7 (53.85%) Microsoft
2 7 (53.85%) Problem-Solving
2 7 (53.85%) Snowflake
3 6 (46.15%) Analytics
3 6 (46.15%) Data Engineering
3 6 (46.15%) Data Security
3 6 (46.15%) SQL
4 5 (38.46%) Accessibility
4 5 (38.46%) AWS
4 5 (38.46%) Azure DevOps
4 5 (38.46%) CI/CD
4 5 (38.46%) Data Architecture
4 5 (38.46%) Data Warehouse
4 5 (38.46%) DevOps
4 5 (38.46%) PowerShell
4 5 (38.46%) Terraform
5 4 (30.77%) Asset Management
5 4 (30.77%) Coaching
5 4 (30.77%) dbt
5 4 (30.77%) Infrastructure Automation
5 4 (30.77%) Platform Engineering
5 4 (30.77%) Product Governance
6 3 (23.08%) Amazon S3
6 3 (23.08%) Data Pipeline
7 2 (15.38%) Agile
7 2 (15.38%) Amazon SageMaker
7 2 (15.38%) AWS Lambda

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 1 (7.69%) Apache
1 1 (7.69%) Apache Spark
Cloud Services
1 8 (61.54%) Azure
2 7 (53.85%) Snowflake
3 5 (38.46%) AWS
3 5 (38.46%) Azure DevOps
4 4 (30.77%) dbt
5 3 (23.08%) Amazon S3
6 2 (15.38%) Amazon SageMaker
6 2 (15.38%) AWS Lambda
6 2 (15.38%) AWS Step Functions
6 2 (15.38%) Azure Data Factory
6 2 (15.38%) Power Platform
6 2 (15.38%) Serverless
7 1 (7.69%) Azure Stack
7 1 (7.69%) GCP
Database & Business Intelligence
1 5 (38.46%) Data Warehouse
2 2 (15.38%) PostgreSQL
2 2 (15.38%) Power BI
3 1 (7.69%) Amazon Athena
3 1 (7.69%) Amazon Redshift
3 1 (7.69%) Apache Hudi
3 1 (7.69%) Apache Iceberg
3 1 (7.69%) Azure SQL Database
3 1 (7.69%) Big Data
3 1 (7.69%) BusinessObjects
3 1 (7.69%) Parquet
3 1 (7.69%) SQL Server
Development Applications
1 1 (7.69%) Git
1 1 (7.69%) JUnit
General
1 8 (61.54%) Social Skills
2 6 (46.15%) Finance
3 2 (15.38%) Banking
3 2 (15.38%) Inclusion and Diversity
3 2 (15.38%) Law
4 1 (7.69%) Analytical Skills
Libraries, Frameworks & Software Standards
1 1 (7.69%) Kafka
1 1 (7.69%) NumPy
1 1 (7.69%) Pandas
1 1 (7.69%) PyTorch
1 1 (7.69%) REST
1 1 (7.69%) scikit-learn
Miscellaneous
1 1 (7.69%) Algorithms
1 1 (7.69%) Distributed Systems
Processes & Methodologies
1 7 (53.85%) AI
1 7 (53.85%) Problem-Solving
2 6 (46.15%) Analytics
2 6 (46.15%) Data Engineering
2 6 (46.15%) Data Security
3 5 (38.46%) CI/CD
3 5 (38.46%) Data Architecture
3 5 (38.46%) DevOps
4 4 (30.77%) Asset Management
4 4 (30.77%) Coaching
4 4 (30.77%) Infrastructure Automation
4 4 (30.77%) Platform Engineering
4 4 (30.77%) Product Governance
5 3 (23.08%) Data Pipeline
6 2 (15.38%) Agile
6 2 (15.38%) Cloud Security
6 2 (15.38%) Data Encryption
6 2 (15.38%) Data Science
6 2 (15.38%) Key Management
6 2 (15.38%) Technology Transformation
Programming Languages
1 8 (61.54%) Python
2 6 (46.15%) SQL
3 5 (38.46%) PowerShell
4 2 (15.38%) Java
5 1 (7.69%) Bash
5 1 (7.69%) Scala
5 1 (7.69%) Shell Script
Qualifications
1 1 (7.69%) Microsoft Certification
Quality Assurance & Compliance
1 5 (38.46%) Accessibility
2 2 (15.38%) Data Quality
2 2 (15.38%) GDPR
2 2 (15.38%) NIST
System Software
1 1 (7.69%) Docker
Systems Management
1 5 (38.46%) Terraform
Vendors
1 7 (53.85%) Microsoft
2 2 (15.38%) Oracle
3 1 (7.69%) Databricks
3 1 (7.69%) Google