Data Engineer Contracts in Scotland

Data Engineer
UK > Scotland

The median Data Engineer daily rate in Scotland is £450, according to job vacancies posted in the 6 months leading up to 1 May 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 73 98 100
Rank change year-on-year +25 +2 -4
Contract jobs requiring a Data Engineer 45 31 64
As % of all contract jobs advertised in Scotland 2.77% 1.40% 2.24%
As % of the Job Titles category 2.94% 1.48% 2.35%
Number of daily rates quoted 28 25 53
10th Percentile £387 £184 £408
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £450 £453 £490
Median % change year-on-year -0.66% -7.55% -2.00%
75th Percentile £483 £475 £530
90th Percentile £488 £545 £590
UK median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 2 0 0
10th Percentile £25.36 - -
25th Percentile £25.52 - -
Median hourly rate £26.93 - -
75th Percentile £28.22 - -
90th Percentile £28.32 - -
UK median hourly rate £58.75 £65.00 £64.00
% change year-on-year -9.62% +1.56% +41.91%

All Contract IT Job Vacancies
Scotland

For comparison with the information above, the following table provides summary statistics for all contract 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 contract jobs in our overall sample.

Contract vacancies in Scotland with a recognized job title 1,529 2,099 2,722
% of contract IT jobs with a recognized job title 94.09% 94.68% 95.11%
Number of daily rates quoted 920 1,281 1,953
10th Percentile £263 £205 £238
25th Percentile £370 £369 £400
Median daily rate (50th Percentile) £450 £475 £475
Median % change year-on-year -5.26% - +4.40%
75th Percentile £550 £588 £553
90th Percentile £610 £675 £650
UK median daily rate £515 £525 £540
% change year-on-year -1.90% -2.78% +2.86%
Number of hourly rates quoted 50 114 44
10th Percentile £15.98 £12.50 £12.86
25th Percentile £17.30 £16.25 £16.91
Median hourly rate £20.94 £33.25 £23.18
Median % change year-on-year -37.02% +43.44% -10.53%
75th Percentile £24.66 £60.00 £59.41
90th Percentile £42.58 £66.00 £67.22
UK median hourly rate £29.00 £36.42 £45.00
% change year-on-year -20.37% -19.07% +91.49%

Data Engineer
Job Vacancy Trend in Scotland

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Engineer in Scotland

Data Engineer
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Data Engineer in Scotland.

Daily rate trend for Data Engineer in Scotland

Data Engineer
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Data Engineer in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Data Engineer in Scotland

Data Engineer
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Data Engineer in Scotland.

Hourly rate trend for Data Engineer in Scotland

Data Engineer
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Engineer within the Scotland region over the 6 months to 1 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +15 29 £455 +1.11% 8
Glasgow +9 13 £400 -7.30% 11
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities in Scotland

For the 6 months to 1 May 2025, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region featuring Data Engineer in the job title.

1 32 (71.11%) SQL
2 29 (64.44%) Python
3 27 (60.00%) AWS
4 20 (44.44%) CI/CD
5 18 (40.00%) ETL
6 14 (31.11%) Data Warehouse
6 14 (31.11%) Azure
6 14 (31.11%) Data Transformation
6 14 (31.11%) Snowflake
7 13 (28.89%) Data Engineering
8 12 (26.67%) Amazon S3
8 12 (26.67%) Decision-Making
9 11 (24.44%) PySpark
9 11 (24.44%) Data Pipeline
9 11 (24.44%) Agile
10 10 (22.22%) Migration
10 10 (22.22%) PostgreSQL
10 10 (22.22%) Analytics
10 10 (22.22%) GitLab
11 9 (20.00%) DevOps
11 9 (20.00%) Finance
11 9 (20.00%) Data Migration
11 9 (20.00%) Public Sector
12 8 (17.78%) Azure Synapse Analytics
12 8 (17.78%) Serverless
12 8 (17.78%) Scrum
12 8 (17.78%) Amazon Redshift
12 8 (17.78%) Docker
12 8 (17.78%) AWS CloudFormation
12 8 (17.78%) AWS Lambda

Data Engineer Skill Set
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (13.33%) Apache Airflow
2 2 (4.44%) Apache
2 2 (4.44%) Apache Spark
2 2 (4.44%) SharePoint
3 1 (2.22%) SAS
Applications
1 3 (6.67%) Microsoft Excel
2 2 (4.44%) Microsoft PowerPoint
Business Applications
1 1 (2.22%) Oracle ERP
Cloud Services
1 27 (60.00%) AWS
2 14 (31.11%) Azure
2 14 (31.11%) Snowflake
3 12 (26.67%) Amazon S3
4 8 (17.78%) AWS CloudFormation
4 8 (17.78%) AWS Lambda
4 8 (17.78%) Azure Synapse Analytics
4 8 (17.78%) Serverless
5 7 (15.56%) AWS CodePipeline
6 6 (13.33%) AWS Step Functions
6 6 (13.33%) OpenShift
7 5 (11.11%) Azure Data Factory
7 5 (11.11%) GitHub
7 5 (11.11%) Power Platform
8 2 (4.44%) Amazon EMR
8 2 (4.44%) Cloud Computing
8 2 (4.44%) GCP
8 2 (4.44%) Microsoft 365
9 1 (2.22%) Azure DevOps
9 1 (2.22%) OCI
Communications & Networking
1 1 (2.22%) NAS
1 1 (2.22%) SAN
Database & Business Intelligence
1 14 (31.11%) Data Warehouse
2 10 (22.22%) PostgreSQL
3 8 (17.78%) Amazon Redshift
4 6 (13.33%) Amazon RDS
5 5 (11.11%) Power BI
6 4 (8.89%) SQL Server
7 3 (6.67%) OLAP
7 3 (6.67%) Oracle Database
8 2 (4.44%) Amazon Athena
8 2 (4.44%) Big Data
8 2 (4.44%) Data Lake
9 1 (2.22%) Azure SQL Database
9 1 (2.22%) Delta Lake
9 1 (2.22%) GIS
9 1 (2.22%) Hadoop
9 1 (2.22%) Oracle BI Publisher
9 1 (2.22%) Oracle Reports
9 1 (2.22%) PowerCenter
9 1 (2.22%) Relational Database
9 1 (2.22%) Tableau
Development Applications
1 10 (22.22%) GitLab
2 3 (6.67%) Git
3 2 (4.44%) Jenkins
General
1 9 (20.00%) Finance
1 9 (20.00%) Public Sector
2 5 (11.11%) Banking
3 4 (8.89%) Tech for Good
4 3 (6.67%) Analytical Skills
4 3 (6.67%) Social Skills
5 2 (4.44%) Financial Institution
5 2 (4.44%) Organisational Skills
6 1 (2.22%) Retail
6 1 (2.22%) Retail Banking
Libraries, Frameworks & Software Standards
1 11 (24.44%) PySpark
2 8 (17.78%) REST
3 7 (15.56%) AWS CDK
4 3 (6.67%) PostGIS
5 2 (4.44%) Kafka
6 1 (2.22%) .NET
6 1 (2.22%) Great Expectations
6 1 (2.22%) Oracle Fusion
6 1 (2.22%) Pandas
Miscellaneous
1 4 (8.89%) Renewable Energy
2 3 (6.67%) Data Protection Act
2 3 (6.67%) Management Information System
3 2 (4.44%) Legacy Systems
3 2 (4.44%) Mobile App
4 1 (2.22%) Greenfield Project
4 1 (2.22%) Team-Oriented Environment
4 1 (2.22%) Video\Live Streaming
Operating Systems
1 1 (2.22%) Unix
1 1 (2.22%) Windows
1 1 (2.22%) Windows Server
Processes & Methodologies
1 20 (44.44%) CI/CD
2 18 (40.00%) ETL
3 14 (31.11%) Data Transformation
4 13 (28.89%) Data Engineering
5 12 (26.67%) Decision-Making
6 11 (24.44%) Agile
6 11 (24.44%) Data Pipeline
7 10 (22.22%) Analytics
7 10 (22.22%) Migration
8 9 (20.00%) Data Migration
8 9 (20.00%) DevOps
9 8 (17.78%) Data Integration
9 8 (17.78%) Scrum
10 7 (15.56%) Business Intelligence
11 6 (13.33%) Continuous Integration
11 6 (13.33%) Unit Testing
12 5 (11.11%) Data Governance
12 5 (11.11%) Data Protection
12 5 (11.11%) Kanban
12 5 (11.11%) Test Automation
Programming Languages
1 32 (71.11%) SQL
2 29 (64.44%) Python
3 2 (4.44%) Java
4 1 (2.22%) PL/SQL
4 1 (2.22%) T-SQL
Qualifications
1 6 (13.33%) Degree
2 3 (6.67%) Computer Science Degree
3 1 (2.22%) AWS Certification
3 1 (2.22%) AWS Certified Solutions Architect
3 1 (2.22%) Azure Certification
3 1 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 5 (11.11%) Disclosure Scotland
2 4 (8.89%) Data Quality
3 3 (6.67%) Accessibility
4 2 (4.44%) GDPR
5 1 (2.22%) QA
System Software
1 8 (17.78%) Docker
Systems Management
1 3 (6.67%) Grafana
2 1 (2.22%) Kubernetes
2 1 (2.22%) NetBackup
2 1 (2.22%) Oracle RMAN
2 1 (2.22%) Terraform
Vendors
1 6 (13.33%) Microsoft
2 4 (8.89%) Oracle
3 3 (6.67%) Databricks
3 3 (6.67%) Informatica
4 2 (4.44%) ServiceNow
4 2 (4.44%) Teradata
5 1 (2.22%) Pega
5 1 (2.22%) Veritas