Data Engineering Job Trends in Edinburgh

Data Engineering
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Data Engineering skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 74 72 91
Rank change year-on-year -2 +19 +13
Permanent jobs citing Data Engineering 32 31 21
As % of all permanent jobs in Edinburgh 3.04% 2.77% 1.99%
As % of the Processes & Methodologies category 3.55% 2.87% 2.17%
Number of salaries quoted 11 16 16
10th Percentile £60,000 £40,053 £58,664
25th Percentile £62,500 - £62,181
Median annual salary (50th Percentile) £65,000 £45,000 £70,576
Median % change year-on-year +44.44% -36.24% -4.30%
75th Percentile £85,625 £77,500 £93,085
90th Percentile £88,750 £90,625 £96,539
Scotland median annual salary £72,500 £57,500 £70,288
% change year-on-year +26.09% -18.19% +1.21%

All Process & Methodology Skills
Edinburgh

Data Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 901 1,079 969
As % of all permanent jobs advertised in Edinburgh 85.57% 96.25% 91.94%
Number of salaries quoted 383 406 780
10th Percentile £26,000 £36,125 £31,000
25th Percentile £28,250 £45,000 £46,250
Median annual salary (50th Percentile) £45,000 £57,500 £62,500
Median % change year-on-year -21.74% -8.00% +4.17%
75th Percentile £70,000 £75,000 £75,000
90th Percentile £88,750 £93,778 £96,539
Scotland median annual salary £42,000 £55,000 £52,500
% change year-on-year -23.64% +4.76% -8.70%

Data Engineering
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Data Engineering relative to all permanent IT jobs advertised in Edinburgh.

Data Engineering job vacancy trend in Edinburgh

Data Engineering
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Data Engineering.

Salary distribution trend for jobs in Edinburgh citing Data Engineering

Data Engineering
Salary Histogram in Edinburgh

Salary distribution for jobs citing Data Engineering in Edinburgh over the 6 months to 12 January 2026.

Salary histogram for Data Engineering in Edinburgh

Data Engineering
Co-Occurring Skills & Capabilities in Edinburgh 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 8 (25.00%) Confluence
2 3 (9.38%) Apache Airflow
2 3 (9.38%) Apache Spark
Applications
1 8 (25.00%) Microsoft Excel
Cloud Services
1 20 (62.50%) Azure
2 16 (50.00%) Snowflake
3 10 (31.25%) Power Platform
4 9 (28.13%) Azure Data Factory
5 8 (25.00%) Azure DevOps
6 7 (21.88%) Azure Synapse Analytics
6 7 (21.88%) GitHub
6 7 (21.88%) GitHub Copilot
7 5 (15.63%) AWS
8 3 (9.38%) dbt
8 3 (9.38%) GCP
9 2 (6.25%) Azure Stack
10 1 (3.13%) Amazon ECS
10 1 (3.13%) Amazon S3
10 1 (3.13%) AWS CloudFormation
10 1 (3.13%) AWS Data Pipeline
10 1 (3.13%) AWS Lambda
10 1 (3.13%) Serverless
Database & Business Intelligence
1 10 (31.25%) Power BI
2 8 (25.00%) Data Warehouse
2 8 (25.00%) Tableau
3 7 (21.88%) Data Lake
3 7 (21.88%) Metadata
4 1 (3.13%) Amazon Redshift
4 1 (3.13%) DynamoDB
4 1 (3.13%) Elasticsearch
4 1 (3.13%) PostgreSQL
Development Applications
1 8 (25.00%) JIRA
General
1 15 (46.88%) Finance
2 8 (25.00%) Analytical Skills
2 8 (25.00%) Marketing
3 1 (3.13%) Social Skills
Job Titles
1 11 (34.38%) Data Engineer
2 8 (25.00%) Analyst
2 8 (25.00%) Lead
2 8 (25.00%) Lead Data Engineer
3 4 (12.50%) Business Analyst
3 4 (12.50%) Data Business Analyst
3 4 (12.50%) Data Manager
3 4 (12.50%) Engineering Manager
3 4 (12.50%) Systems Analyst
4 2 (6.25%) Principal Engineer
5 1 (3.13%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 3 (9.38%) .NET
1 3 (9.38%) Kafka
2 1 (3.13%) AWS CDK
2 1 (3.13%) NestJS
2 1 (3.13%) Node.js
2 1 (3.13%) React
Miscellaneous
1 8 (25.00%) Analytical Mindset
1 8 (25.00%) Management Information System
1 8 (25.00%) Onboarding
1 8 (25.00%) Product Ownership
2 7 (21.88%) Cloud Native
3 1 (3.13%) Data Protection Act
3 1 (3.13%) Distributed Systems
Processes & Methodologies
1 20 (62.50%) Analytics
2 18 (56.25%) Agile
3 16 (50.00%) Coaching
3 16 (50.00%) Continuous Improvement
3 16 (50.00%) Data Pipeline
4 15 (46.88%) AI
4 15 (46.88%) Asset Management
4 15 (46.88%) DevOps
5 11 (34.38%) Decision-Making
6 10 (31.25%) Business Intelligence
7 9 (28.13%) Data Architecture
7 9 (28.13%) Data Modelling
8 8 (25.00%) Acceptance Criteria
8 8 (25.00%) Client Onboarding
8 8 (25.00%) Data Integration
8 8 (25.00%) Network Planning
8 8 (25.00%) Sprint Retrospective
8 8 (25.00%) Test Automation
8 8 (25.00%) Translating Business Requirements
8 8 (25.00%) User Stories
Programming Languages
1 22 (68.75%) Python
2 20 (62.50%) SQL
3 7 (21.88%) T-SQL
4 4 (12.50%) C#
5 3 (9.38%) Java
6 2 (6.25%) Scala
7 1 (3.13%) TypeScript
Quality Assurance & Compliance
1 10 (31.25%) Data Quality
2 8 (25.00%) Accessibility
Systems Management
1 1 (3.13%) Kubernetes
Vendors
1 10 (31.25%) Databricks
2 5 (15.63%) Microsoft