Data Protection Act Contract Job Trends in Edinburgh

Data Protection Act (DPA)
Scotland > Edinburgh

The table below looks at the prevalence of the term Data Protection Act in contract job vacancies in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Protection Act over the 6 months leading up to 20 September 2025, comparing them to the same period in the previous two years.

6 months to
20 Sep 2025
Same period 2024 Same period 2023
Rank 23 22 23
Rank change year-on-year -1 +1 0
Contract jobs citing Data Protection Act 49 62 98
As % of all contract jobs advertised in Edinburgh 7.70% 7.44% 9.25%
As % of the Miscellaneous category 19.37% 20.60% 24.62%
Number of daily rates quoted 13 17 26
10th Percentile £173 £269 £352
25th Percentile £313 £375 £408
Median daily rate (50th Percentile) £425 £425 £506
Median % change year-on-year - -16.05% +1.25%
75th Percentile £538 £538 £555
90th Percentile £568 £560 £594
Scotland median daily rate £463 £438 £525
% change year-on-year +5.71% -16.67% +7.69%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £51.25
Median hourly rate - - £52.50
75th Percentile - - £53.75
90th Percentile - - -
Scotland median hourly rate £16.00 - £52.50

All Generic Skills
Edinburgh

Data Protection Act falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in Edinburgh.

Contract vacancies with a requirement for generic IT skills 253 301 398
As % of all contract IT jobs advertised in Edinburgh 39.78% 36.13% 37.58%
Number of daily rates quoted 112 148 224
10th Percentile £177 £209 £167
25th Percentile £359 £345 £393
Median daily rate (50th Percentile) £465 £450 £475
Median % change year-on-year +3.33% -5.26% -5.00%
75th Percentile £538 £550 £538
90th Percentile £614 £633 £600
Scotland median daily rate £450 £463 £500
% change year-on-year -2.70% -7.50% +5.26%
Number of hourly rates quoted 11 20 4
10th Percentile £16.25 £13.09 £13.47
25th Percentile - £17.31 £16.20
Median hourly rate £17.30 £18.27 £17.72
Median % change year-on-year -5.31% +3.10% -55.14%
75th Percentile £24.38 £23.89 £26.73
90th Percentile £60.00 £24.18 £42.94
Scotland median hourly rate £21.86 £18.38 £19.18
% change year-on-year +18.97% -4.20% -44.58%

Data Protection Act
Job Vacancy Trend in Edinburgh

Job postings citing Data Protection Act as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Protection Act in Edinburgh

Data Protection Act
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Data Protection Act.

Contractor daily rate distribution trend for jobs in Edinburgh citing Data Protection Act

Data Protection Act
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Protection Act in Edinburgh over the 6 months to 20 September 2025.

Daily rate histogram for Data Protection Act in Edinburgh

Data Protection Act
Co-occurring Skills and Capabilities in Edinburgh 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 3 (6.12%) Confluence
2 2 (4.08%) Apache Airflow
3 1 (2.04%) Cloud Foundry
Applications
1 2 (4.08%) Microsoft Excel
2 1 (2.04%) Microsoft Project
2 1 (2.04%) Spreadsheet
Cloud Services
1 15 (30.61%) AWS
2 10 (20.41%) Azure
3 6 (12.24%) GCP
4 2 (4.08%) Amazon EC2
4 2 (4.08%) Amazon EKS
4 2 (4.08%) Amazon S3
4 2 (4.08%) AWS Lambda
4 2 (4.08%) Azure DevOps
4 2 (4.08%) OCI
4 2 (4.08%) SaaS
4 2 (4.08%) Serverless
4 2 (4.08%) Snowflake
5 1 (2.04%) Amazon CloudWatch
5 1 (2.04%) Amazon OpenSearch
5 1 (2.04%) AWS CloudFormation
5 1 (2.04%) Google Kubernetes Engine
5 1 (2.04%) Microsoft 365
5 1 (2.04%) Microsoft Purview
5 1 (2.04%) Power Platform
5 1 (2.04%) Slack
Communications & Networking
1 3 (6.12%) Firewall
2 1 (2.04%) Cisco Nexus
2 1 (2.04%) DNS
2 1 (2.04%) Intrusion Detection
2 1 (2.04%) Network Security
Database & Business Intelligence
1 4 (8.16%) PostgreSQL
2 3 (6.12%) Relational Database
3 2 (4.08%) Data Mining
3 2 (4.08%) MySQL
3 2 (4.08%) SQL Server
3 2 (4.08%) Tableau
4 1 (2.04%) Amazon Athena
4 1 (2.04%) Amazon RDS
4 1 (2.04%) Apache Hive
4 1 (2.04%) Elasticsearch
4 1 (2.04%) Hadoop
4 1 (2.04%) Oracle Database
4 1 (2.04%) Oracle Exadata
4 1 (2.04%) Oracle Reports
4 1 (2.04%) Power BI
Development Applications
1 8 (16.33%) Git
2 6 (12.24%) JIRA
3 2 (4.08%) git-flow
3 2 (4.08%) GitLab
3 2 (4.08%) Selenium
4 1 (2.04%) Capybara
4 1 (2.04%) Cypress.io
4 1 (2.04%) Oracle APEX
4 1 (2.04%) Oracle Forms
4 1 (2.04%) Postman
4 1 (2.04%) SpecFlow
4 1 (2.04%) Zephyr
General
1 16 (32.65%) Social Skills
2 15 (30.61%) Finance
3 6 (12.24%) Analytical Skills
4 5 (10.20%) Banking
5 3 (6.12%) Marketing
6 2 (4.08%) Retail Banking
7 1 (2.04%) Financial Institution
7 1 (2.04%) Legal
7 1 (2.04%) Local Government
7 1 (2.04%) Mandarin Language
Job Titles
1 12 (24.49%) Analyst
2 8 (16.33%) Business Analyst
3 7 (14.29%) Developer
4 4 (8.16%) Lead
5 3 (6.12%) Product Analyst
5 3 (6.12%) Product Business Analyst
5 3 (6.12%) Product Owner
6 2 (4.08%) Data Analyst
6 2 (4.08%) Information Governance Officer
6 2 (4.08%) Information Officer
6 2 (4.08%) Java Developer
6 2 (4.08%) Security Engineer
6 2 (4.08%) Software Engineer
7 1 (2.04%) Cloud Engineer
7 1 (2.04%) Data Engineer
7 1 (2.04%) Data Protection Officer
7 1 (2.04%) Email Specialist
7 1 (2.04%) SailPoint Engineer
7 1 (2.04%) Senior
7 1 (2.04%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (6.12%) RESTful
1 3 (6.12%) Spring
2 2 (4.08%) .NET
2 2 (4.08%) React
2 2 (4.08%) Spring Boot
3 1 (2.04%) CSS
3 1 (2.04%) Gherkin
3 1 (2.04%) HTML
3 1 (2.04%) Next.js
3 1 (2.04%) Node.js
3 1 (2.04%) Playwright
3 1 (2.04%) pytest
3 1 (2.04%) SailPoint
3 1 (2.04%) WireMock
3 1 (2.04%) XML
3 1 (2.04%) YAML
Miscellaneous
1 5 (10.20%) Distributed Systems
2 4 (8.16%) Onboarding
2 4 (8.16%) Product Ownership
2 4 (8.16%) Self-Motivation
3 3 (6.12%) Legacy Code
3 3 (6.12%) Legacy Systems
4 2 (4.08%) Algorithms
4 2 (4.08%) Cloud Native
4 2 (4.08%) Data Centre
4 2 (4.08%) Data Structures
4 2 (4.08%) Derivative
4 2 (4.08%) Freedom of Information
4 2 (4.08%) Management Information System
4 2 (4.08%) OTC Derivatives
4 2 (4.08%) Public Cloud
5 1 (2.04%) Analytical Mindset
5 1 (2.04%) Distributed Architecture
5 1 (2.04%) Mainframe
5 1 (2.04%) PropTech
5 1 (2.04%) Virtual Team
Operating Systems
1 6 (12.24%) Linux
2 2 (4.08%) Unix
2 2 (4.08%) Windows
3 1 (2.04%) Ubuntu
Processes & Methodologies
1 49 (100.00%) Data Protection
2 14 (28.57%) Migration
3 13 (26.53%) Agile
4 10 (20.41%) CI/CD
4 10 (20.41%) DevOps
5 9 (18.37%) Problem-Solving
6 6 (12.24%) Data Analysis
6 6 (12.24%) Data Migration
6 6 (12.24%) Microservices
7 5 (10.20%) Continuous Improvement
8 4 (8.16%) API Development
8 4 (8.16%) Business Analysis
8 4 (8.16%) Containerisation
8 4 (8.16%) Performance Tuning
8 4 (8.16%) Scrum
8 4 (8.16%) Stakeholder Management
9 3 (6.12%) Computer Science
9 3 (6.12%) Project Management
9 3 (6.12%) Risk Management
9 3 (6.12%) Software Engineering
Programming Languages
1 13 (26.53%) SQL
2 10 (20.41%) Java
3 9 (18.37%) Python
4 6 (12.24%) Perl
5 2 (4.08%) C#
6 1 (2.04%) BeanShell
6 1 (2.04%) JavaScript
6 1 (2.04%) PL/SQL
6 1 (2.04%) PowerShell
6 1 (2.04%) Ruby
6 1 (2.04%) Shell Script
6 1 (2.04%) TypeScript
Qualifications
1 5 (10.20%) Degree
2 3 (6.12%) Computer Science Degree
3 1 (2.04%) AAT
3 1 (2.04%) ACCA
3 1 (2.04%) CCDP
3 1 (2.04%) CCIE
3 1 (2.04%) CCNP
3 1 (2.04%) CIMA
3 1 (2.04%) Cisco Certification
3 1 (2.04%) CISM
3 1 (2.04%) CISSP
3 1 (2.04%) CRISC
3 1 (2.04%) HND
Quality Assurance & Compliance
1 6 (12.24%) QA
2 4 (8.16%) GDPR
3 3 (6.12%) Data Quality
4 1 (2.04%) Accessibility
4 1 (2.04%) Disclosure Scotland
System Software
1 4 (8.16%) Active Directory
2 1 (2.04%) Oracle RAC
2 1 (2.04%) ProxySG
2 1 (2.04%) VMware Infrastructure
Systems Management
1 3 (6.12%) Terraform
2 1 (2.04%) Data Guard
2 1 (2.04%) Grafana
2 1 (2.04%) Kubernetes
2 1 (2.04%) Oracle RMAN
2 1 (2.04%) Oracle ZFS
Vendors
1 4 (8.16%) Oracle
2 3 (6.12%) Microsoft
3 1 (2.04%) Apple
3 1 (2.04%) Blue Coat
3 1 (2.04%) Cisco
3 1 (2.04%) Delphix
3 1 (2.04%) dotdigital
3 1 (2.04%) Fortinet
3 1 (2.04%) IBM
3 1 (2.04%) Informatica
3 1 (2.04%) NVIDIA
3 1 (2.04%) Pega
3 1 (2.04%) Red Hat
3 1 (2.04%) Sage
3 1 (2.04%) Salesforce
3 1 (2.04%) StreamSets
3 1 (2.04%) Symantec
3 1 (2.04%) VMware
3 1 (2.04%) Xero