Public Sector Contract Job Trends in Edinburgh

Public Sector
Scotland > Edinburgh

The table below looks at the prevalence of the term Public Sector in contract job vacancies in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Public Sector over the 6 months leading up to 16 October 2025, comparing them to the same period in the previous two years.

6 months to
16 Oct 2025
Same period 2024 Same period 2023
Rank 4 1 1
Rank change year-on-year -3 0 +1
Contract jobs citing Public Sector 144 272 413
As % of all contract jobs in Edinburgh 23.41% 33.71% 41.97%
As % of the General category 31.44% 47.89% 56.04%
Number of daily rates quoted 87 162 270
10th Percentile £255 £164 £169
25th Percentile £413 £321 £400
Median daily rate (50th Percentile) £463 £450 £470
Median % change year-on-year +2.78% -4.15% -1.98%
75th Percentile £525 £533 £538
90th Percentile £580 £588 £600
Scotland median daily rate £455 £450 £475
% change year-on-year +1.11% -5.26% -
Number of hourly rates quoted 1 8 2
10th Percentile - £12.00 £11.81
25th Percentile £44.23 £12.91 £12.06
Median hourly rate £45.02 £14.67 £12.60
Median % change year-on-year +206.85% +16.47% -28.92%
75th Percentile £45.80 £17.17 £13.26
90th Percentile - £19.70 £13.59
Scotland median hourly rate £17.15 £19.17 £15.38
% change year-on-year -10.54% +24.68% -13.23%

All General Skills
Edinburgh

Public Sector falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Edinburgh.

Contract vacancies with a requirement for common skills 458 568 737
As % of all contract IT jobs advertised in Edinburgh 74.47% 70.38% 74.90%
Number of daily rates quoted 218 293 454
10th Percentile £221 £163 £193
25th Percentile £413 £318 £394
Median daily rate (50th Percentile) £475 £450 £475
Median % change year-on-year +5.56% -5.26% -2.56%
75th Percentile £538 £531 £545
90th Percentile £599 £600 £600
Scotland median daily rate £463 £440 £475
% change year-on-year +5.11% -7.37% -
Number of hourly rates quoted 15 16 6
10th Percentile £17.08 £12.61 £12.47
25th Percentile - £13.60 £14.39
Median hourly rate £17.87 £18.65 £17.72
Median % change year-on-year -4.18% +5.25% -6.24%
75th Percentile £37.90 £24.18 £44.71
90th Percentile £60.75 £56.25 £58.10
Scotland median hourly rate £18.37 £16.92 £18.45
% change year-on-year +8.57% -8.29% -1.60%

Public Sector
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of contract IT job postings citing Public Sector relative to all contract IT jobs advertised in Edinburgh.

Public Sector job vacancy trend in Edinburgh

Public Sector
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Public Sector.

Contractor daily rate distribution trend for jobs in Edinburgh citing Public Sector

Public Sector
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Public Sector in Edinburgh over the 6 months to 16 October 2025.

Daily rate histogram for Public Sector in Edinburgh

Public Sector
Hourly Rate Trend in Edinburgh

Contractor hourly rate distribution trend for jobs in Edinburgh citing Public Sector.

Contractor hourly rate distribution trend for jobs in Edinburgh citing Public Sector

Public Sector
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 5 (3.47%) SharePoint
2 3 (2.08%) Apache
3 2 (1.39%) Tomcat
4 1 (0.69%) Apache Airflow
4 1 (0.69%) ArcGIS
4 1 (0.69%) CMS
4 1 (0.69%) Confluence
4 1 (0.69%) Umbraco
Applications
1 5 (3.47%) Microsoft Excel
2 3 (2.08%) Microsoft PowerPoint
3 2 (1.39%) Microsoft Project
4 1 (0.69%) Microsoft Office
Business Applications
1 4 (2.78%) Dynamics CRM
2 1 (0.69%) Dynamics GP
Cloud Services
1 26 (18.06%) AWS
2 24 (16.67%) Azure
3 16 (11.11%) Amazon S3
3 16 (11.11%) Power Platform
4 12 (8.33%) AWS Lambda
4 12 (8.33%) Serverless
5 11 (7.64%) Azure DevOps
6 10 (6.94%) AWS CloudFormation
6 10 (6.94%) Microsoft 365
6 10 (6.94%) OpenShift
7 6 (4.17%) Dynamics 365
7 6 (4.17%) Power Automate
8 5 (3.47%) Amazon EKS
8 5 (3.47%) PowerApps
9 4 (2.78%) Amazon CloudWatch
9 4 (2.78%) Amazon EC2
9 4 (2.78%) GitHub
9 4 (2.78%) Virtual Private Cloud
10 3 (2.08%) Amazon SQS
10 3 (2.08%) Figma
Communications & Networking
1 8 (5.56%) Firewall
2 4 (2.78%) Unified Communications
3 2 (1.39%) Cisco Nexus
3 2 (1.39%) IPsec
3 2 (1.39%) LAN
3 2 (1.39%) Network Security
3 2 (1.39%) SD-WAN
3 2 (1.39%) VoIP
3 2 (1.39%) VPN
3 2 (1.39%) WAN
3 2 (1.39%) Wi-Fi
4 1 (0.69%) HTTP
4 1 (0.69%) MQTT
Database & Business Intelligence
1 12 (8.33%) PostgreSQL
2 10 (6.94%) Amazon Aurora
3 7 (4.86%) Power BI
4 5 (3.47%) MongoDB
4 5 (3.47%) Relational Database
5 4 (2.78%) Metadata
6 3 (2.08%) Elasticsearch
6 3 (2.08%) Oracle Reports
6 3 (2.08%) SQL Server
7 2 (1.39%) GIS
7 2 (1.39%) InfluxDB
7 2 (1.39%) Oracle Database
8 1 (0.69%) Amazon RDS
8 1 (0.69%) Azure SQL Database
8 1 (0.69%) IBM InfoSphere
8 1 (0.69%) MariaDB
8 1 (0.69%) MySQL
8 1 (0.69%) NoSQL
8 1 (0.69%) Redis
8 1 (0.69%) Spatial Data
Development Applications
1 9 (6.25%) Git
2 8 (5.56%) Cypress.io
3 7 (4.86%) JIRA
4 6 (4.17%) Jenkins
5 4 (2.78%) Subversion
6 2 (1.39%) Axure RP
6 2 (1.39%) Cucumber
6 2 (1.39%) Postman
6 2 (1.39%) Selenium
6 2 (1.39%) WebDriver
7 1 (0.69%) ClearCase
7 1 (0.69%) ERwin
7 1 (0.69%) GitLab
7 1 (0.69%) Team Foundation Server
7 1 (0.69%) TeamCity
7 1 (0.69%) Tricentis qTest
General
1 38 (26.39%) Social Skills
2 21 (14.58%) Finance
3 12 (8.33%) Analytical Skills
4 8 (5.56%) Marketing
4 8 (5.56%) Telecoms
5 7 (4.86%) Electronics
5 7 (4.86%) Influencing Skills
5 7 (4.86%) Legal
5 7 (4.86%) Manufacturing
6 3 (2.08%) Law
6 3 (2.08%) Organisational Skills
6 3 (2.08%) Presentation Skills
6 3 (2.08%) Publishing
7 2 (1.39%) Back Office
7 2 (1.39%) Retail
8 1 (0.69%) Digital Health
8 1 (0.69%) Documentation Skills
Job Titles
1 22 (15.28%) Developer
2 9 (6.25%) Lead
2 9 (6.25%) Senior
3 8 (5.56%) Analyst
3 8 (5.56%) Architect
4 7 (4.86%) RF Engineer
4 7 (4.86%) User Researcher
5 6 (4.17%) Designer
5 6 (4.17%) Project Manager
6 5 (3.47%) Consultant
6 5 (3.47%) Delivery Manager
6 5 (3.47%) Programme Manager
6 5 (3.47%) Software Developer
6 5 (3.47%) Support Officer
6 5 (3.47%) Technical Leader
7 4 (2.78%) Business Analyst
7 4 (2.78%) Information Governance Specialist
7 4 (2.78%) Information Specialist
7 4 (2.78%) Site Engineer
7 4 (2.78%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 14 (9.72%) AWS CDK
2 12 (8.33%) .NET
3 10 (6.94%) CSS
3 10 (6.94%) HTML
3 10 (6.94%) React
4 7 (4.86%) PyTorch
5 6 (4.17%) REST
6 5 (3.47%) Spring
6 5 (3.47%) Spring Boot
7 4 (2.78%) Hugging Face
7 4 (2.78%) NumPy
7 4 (2.78%) OpenCV
7 4 (2.78%) Pandas
7 4 (2.78%) RESTful
7 4 (2.78%) Spring Web Flow
7 4 (2.78%) SQLAlchemy
7 4 (2.78%) Thymeleaf
8 3 (2.08%) AngularJS
8 3 (2.08%) boto
8 3 (2.08%) SpaCy
Miscellaneous
1 8 (5.56%) Management Information System
1 8 (5.56%) Product Ownership
2 5 (3.47%) Web Conferencing
3 4 (2.78%) Cloud Native
3 4 (2.78%) Freedom of Information
3 4 (2.78%) Legacy Systems
3 4 (2.78%) PKI
3 4 (2.78%) Self-Motivation
4 3 (2.08%) Algorithms
4 3 (2.08%) Data Structures
4 3 (2.08%) Legacy Applications
4 3 (2.08%) Wiki
5 2 (1.39%) Data Centre
5 2 (1.39%) Greenfield Project
6 1 (0.69%) Cyber Threat
6 1 (0.69%) Hybrid Cloud
6 1 (0.69%) Linux Command Line
6 1 (0.69%) Mobile App
6 1 (0.69%) Renewable Energy
6 1 (0.69%) Social Media
Operating Systems
1 11 (7.64%) Linux
2 7 (4.86%) Unix
2 7 (4.86%) Windows
3 5 (3.47%) Red Hat Enterprise Linux
4 2 (1.39%) Oracle Linux
4 2 (1.39%) Windows Server
5 1 (0.69%) AIX
5 1 (0.69%) Solaris
Processes & Methodologies
1 66 (45.83%) Agile
2 24 (16.67%) DevOps
3 22 (15.28%) Project Management
4 21 (14.58%) User Experience
5 19 (13.19%) CI/CD
6 18 (12.50%) Infrastructure as Code
7 17 (11.81%) Problem-Solving
8 16 (11.11%) Mentoring
9 15 (10.42%) Continuous Improvement
10 14 (9.72%) Business Intelligence
11 13 (9.03%) Cybersecurity
11 13 (9.03%) User Research
12 12 (8.33%) Coaching
12 12 (8.33%) Service Design
13 11 (7.64%) AI
13 11 (7.64%) Scrum
13 11 (7.64%) Stakeholder Engagement
13 11 (7.64%) Technical Leadership
14 10 (6.94%) Kanban
14 10 (6.94%) Usability Testing
Programming Languages
1 19 (13.19%) Python
2 13 (9.03%) JavaScript
2 13 (9.03%) SQL
3 12 (8.33%) TypeScript
4 10 (6.94%) Java
5 9 (6.25%) C#
6 5 (3.47%) Bash
6 5 (3.47%) PowerShell
6 5 (3.47%) Shell Script
7 4 (2.78%) Perl
7 4 (2.78%) PL/SQL
8 2 (1.39%) Apex Code
8 2 (1.39%) Bicep
8 2 (1.39%) C++
9 1 (0.69%) C
9 1 (0.69%) Data Analysis Expressions
9 1 (0.69%) Groovy
9 1 (0.69%) VBA
9 1 (0.69%) VBScript
Qualifications
1 24 (16.67%) Security Cleared
2 15 (10.42%) Degree
3 10 (6.94%) SC Cleared
4 4 (2.78%) CCNA
4 4 (2.78%) Cisco Certification
4 4 (2.78%) Master's Degree
4 4 (2.78%) Postgraduate
5 3 (2.08%) BPSS Clearance
5 3 (2.08%) HND
5 3 (2.08%) ISEB
6 2 (1.39%) CCIE
6 2 (1.39%) CCIE Collaboration
6 2 (1.39%) CCNP
6 2 (1.39%) ISTQB
6 2 (1.39%) ITIL Certification
6 2 (1.39%) Numerate Degree
7 1 (0.69%) AWS Certification
7 1 (0.69%) ISTQB Foundation Certification
7 1 (0.69%) Microsoft Certification
7 1 (0.69%) SANS
Quality Assurance & Compliance
1 21 (14.58%) Accessibility
2 11 (7.64%) GDPR
3 9 (6.25%) Disclosure Scotland
4 3 (2.08%) PMO
4 3 (2.08%) QA
5 2 (1.39%) NCSC
6 1 (0.69%) Actionable Recommendations
6 1 (0.69%) Cyber Essentials
6 1 (0.69%) Cyber Essentials PLUS
6 1 (0.69%) Data Quality
6 1 (0.69%) ISO/IEC 27001
6 1 (0.69%) NIST
6 1 (0.69%) P3O
6 1 (0.69%) SLA
System Software
1 10 (6.94%) Docker
2 4 (2.78%) Active Directory
2 4 (2.78%) KVM
3 2 (1.39%) Hyper-V
4 1 (0.69%) VMware Infrastructure
Systems Management
1 15 (10.42%) Grafana
2 11 (7.64%) Kubernetes
3 9 (6.25%) Terraform
4 6 (4.17%) Ansible
5 5 (3.47%) Prometheus
6 3 (2.08%) Red Hat Satellite
7 2 (1.39%) Fluentd
7 2 (1.39%) HAProxy
7 2 (1.39%) Microsoft Intune
7 2 (1.39%) Nagios
7 2 (1.39%) SCCM
8 1 (0.69%) Kibana
8 1 (0.69%) logstash
8 1 (0.69%) Progress Chef
Vendors
1 22 (15.28%) Microsoft
2 15 (10.42%) Oracle
3 7 (4.86%) SAP
4 4 (2.78%) Cisco
5 3 (2.08%) Commvault
5 3 (2.08%) F5
5 3 (2.08%) OpenAI
5 3 (2.08%) Red Hat
5 3 (2.08%) Salesforce
6 2 (1.39%) Palo Alto
6 2 (1.39%) VMware
7 1 (0.69%) Atlassian
7 1 (0.69%) Fortinet
7 1 (0.69%) IBM
7 1 (0.69%) NetApp
7 1 (0.69%) Qualys
7 1 (0.69%) Siemens