Azure Contract Job Trends in Scotland

Microsoft Azure
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Azure skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 7 8 9
Rank change year-on-year +1 +1 -1
Contract jobs citing Azure 253 229 284
As % of all contract jobs in Scotland 16.10% 13.31% 11.78%
As % of the Cloud Services category 42.74% 38.88% 37.17%
Number of daily rates quoted 160 138 185
10th Percentile £400 £284 £363
25th Percentile £425 £381 £413
Median daily rate (50th Percentile) £518 £450 £500
Median % change year-on-year +15.06% -10.00% +5.26%
75th Percentile £608 £550 £626
90th Percentile £640 £675 £700
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% -2.22%
Number of hourly rates quoted 1 10 1
Median hourly rate £50.00 £23.50 £17.72
Median % change year-on-year +112.77% +32.62% -
UK median hourly rate £45.46 £30.50 £46.18
% change year-on-year +49.05% -33.95% +31.94%

All Cloud Skills
Scotland

Azure falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in Scotland.

Contract vacancies with a requirement for cloud computing skills 592 589 764
As % of all contract IT jobs advertised in Scotland 37.68% 34.24% 31.69%
Number of daily rates quoted 371 362 528
10th Percentile £315 £269 £313
25th Percentile £413 £375 £400
Median daily rate (50th Percentile) £500 £450 £477
Median % change year-on-year +11.11% -5.71% +0.47%
75th Percentile £575 £529 £575
90th Percentile £625 £614 £688
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 4 15 4
10th Percentile £11.84 £18.31 -
25th Percentile £12.71 £19.97 £15.42
Median hourly rate £31.95 £23.00 £16.57
Median % change year-on-year +38.92% +38.81% -6.49%
75th Percentile £52.50 £24.18 £21.42
90th Percentile £57.00 £26.32 £28.07
UK median hourly rate £25.74 £29.00 £25.69
% change year-on-year -11.26% +12.88% +14.18%

Azure
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing Azure relative to all contract IT jobs advertised in Scotland.

Azure job vacancy trend in Scotland

Azure
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Azure.

Contractor daily rate distribution trend for jobs in Scotland citing Azure

Azure
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Azure in Scotland over the 6 months to 13 December 2025.

Daily rate histogram for Azure in Scotland

Azure
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Azure.

Contractor hourly rate distribution trend for jobs in Scotland citing Azure

Azure
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 Azure within the Scotland region over the 6 months to 13 December 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
Glasgow +2 122 £513 +9.98% 46
Edinburgh 0 113 £500 +11.11% 68
Perthshire +1 4 £588 +11.90%
South Lanarkshire +5 1 - -
West Lothian 0 1 £225 -57.14% 3
Aberdeen -7 1 £425 -8.11% 19
Banffshire - 1 £190 -
Highlands - 1 £425 - 1
Azure
UK

Azure
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 10 (3.95%) Confluence
2 8 (3.16%) Microsoft Exchange
3 2 (0.79%) Anypoint
3 2 (0.79%) Apache Spark
3 2 (0.79%) ArcGIS
3 2 (0.79%) Mule
3 2 (0.79%) Oracle Coherence
4 1 (0.40%) Apache
4 1 (0.40%) FileNet
4 1 (0.40%) nginx
4 1 (0.40%) SharePoint
Applications
1 3 (1.19%) Microsoft Excel
1 3 (1.19%) Microsoft Office
2 1 (0.40%) Microsoft PowerPoint
2 1 (0.40%) Microsoft Project
2 1 (0.40%) Trello
Business Applications
1 2 (0.79%) Dynamics GP
2 1 (0.40%) Pegasus Opera
Cloud Services
1 108 (42.69%) AWS
2 48 (18.97%) Azure DevOps
3 35 (13.83%) GCP
4 25 (9.88%) Microsoft 365
5 23 (9.09%) Power Platform
5 23 (9.09%) Snowflake
6 21 (8.30%) GitHub
7 18 (7.11%) Entra ID
8 17 (6.72%) SaaS
9 12 (4.74%) IaaS
9 12 (4.74%) Serverless
10 11 (4.35%) PaaS
11 10 (3.95%) GitHub Actions
12 9 (3.56%) Azure Data Factory
12 9 (3.56%) Dynamics 365
13 8 (3.16%) Azure Sentinel
14 7 (2.77%) Azure Synapse Analytics
14 7 (2.77%) OCI
15 5 (1.98%) AWS CloudFormation
15 5 (1.98%) Microsoft Purview
Communications & Networking
1 21 (8.30%) Firewall
2 11 (4.35%) VPN
3 8 (3.16%) Network Security
4 6 (2.37%) WAN
5 3 (1.19%) Cisco Nexus
5 3 (1.19%) DHCP
5 3 (1.19%) DNS
6 2 (0.79%) AMQP
6 2 (0.79%) BGP
6 2 (0.79%) Cisco ASA
6 2 (0.79%) Cisco Firepower
6 2 (0.79%) Cisco ISE
6 2 (0.79%) Cisco Wireless
6 2 (0.79%) DSL
6 2 (0.79%) EIGRP
6 2 (0.79%) Internet
6 2 (0.79%) SD-WAN
6 2 (0.79%) Software-Defined Networking
6 2 (0.79%) TCP/IP
6 2 (0.79%) Wireless
Database & Business Intelligence
1 20 (7.91%) Data Warehouse
1 20 (7.91%) PostgreSQL
2 15 (5.93%) SQL Server
3 12 (4.74%) Power BI
4 10 (3.95%) Data Lake
5 9 (3.56%) Relational Database
6 7 (2.77%) Metadata
6 7 (2.77%) MongoDB
7 6 (2.37%) NoSQL
8 4 (1.58%) RDBMS
9 3 (1.19%) MSDE
9 3 (1.19%) MySQL
10 2 (0.79%) Azure SQL Data Warehouse
10 2 (0.79%) Azure SQL Database
10 2 (0.79%) Delta Lake
10 2 (0.79%) GIS
10 2 (0.79%) Snowflake Schema
10 2 (0.79%) Spatial Data
10 2 (0.79%) SQL Server Reporting Services
11 1 (0.40%) Amazon Aurora
Development Applications
1 36 (14.23%) Jenkins
2 30 (11.86%) JIRA
3 20 (7.91%) Git
4 12 (4.74%) Bitbucket
5 11 (4.35%) IntelliJ
5 11 (4.35%) Visual Studio Code
6 10 (3.95%) PyCharm
6 10 (3.95%) Visual Studio
7 8 (3.16%) JUnit
8 7 (2.77%) Cypress.io
8 7 (2.77%) GitLab
9 4 (1.58%) ER Studio
9 4 (1.58%) ERwin
10 3 (1.19%) Postman
10 3 (1.19%) Selenium
11 2 (0.79%) Cucumber
11 2 (0.79%) git-flow
11 2 (0.79%) MSTest
11 2 (0.79%) NUnit
11 2 (0.79%) Ranorex
General
1 84 (33.20%) Social Skills
2 78 (30.83%) Finance
3 46 (18.18%) Public Sector
4 31 (12.25%) Banking
5 29 (11.46%) Analytical Skills
6 9 (3.56%) Influencing Skills
7 7 (2.77%) Retail Banking
8 6 (2.37%) Documentation Skills
8 6 (2.37%) Investment Banking
8 6 (2.37%) Legal
9 5 (1.98%) Retail
10 3 (1.19%) Billing
10 3 (1.19%) Inclusion and Diversity
10 3 (1.19%) Organisational Skills
11 2 (0.79%) Back Office
11 2 (0.79%) Presentation Skills
12 1 (0.40%) Financial Institution
12 1 (0.40%) Local Government
12 1 (0.40%) Publishing
Job Titles
1 44 (17.39%) Developer
2 36 (14.23%) Architect
3 30 (11.86%) Azure Engineer
4 21 (8.30%) DevOps Engineer
4 21 (8.30%) Senior
5 18 (7.11%) Solutions Architect
6 15 (5.93%) Data Engineer
7 14 (5.53%) Python Engineer
8 13 (5.14%) Java Engineer
8 13 (5.14%) Software Engineer
9 11 (4.35%) Azure DevOps Engineer
9 11 (4.35%) Java Developer
9 11 (4.35%) Platform Engineer
9 11 (4.35%) Python Developer
10 10 (3.95%) .NET Developer
10 10 (3.95%) Analyst
10 10 (3.95%) Lead
10 10 (3.95%) Senior Developer
11 9 (3.56%) Cloud Engineer
11 9 (3.56%) Data Architect
Libraries, Frameworks & Software Standards
1 28 (11.07%) Spring Boot
2 27 (10.67%) Spring
3 18 (7.11%) RESTful
4 15 (5.93%) React
5 14 (5.53%) .NET
6 12 (4.74%) AngularJS
7 11 (4.35%) Kafka
8 8 (3.16%) OAuth
8 8 (3.16%) PySpark
8 8 (3.16%) REST
9 7 (2.77%) Jest
10 5 (1.98%) FastAPI
10 5 (1.98%) OpenID
10 5 (1.98%) RabbitMQ
10 5 (1.98%) SailPoint
10 5 (1.98%) SAML
11 4 (1.58%) JSON
11 4 (1.58%) NumPy
11 4 (1.58%) SOAP
11 4 (1.58%) XML
Miscellaneous
1 31 (12.25%) Cloud Native
2 20 (7.91%) Public Cloud
3 14 (5.53%) Distributed Systems
3 14 (5.53%) Product Ownership
4 13 (5.14%) Data Protection Act
5 12 (4.74%) Hybrid Cloud
6 10 (3.95%) Onboarding
7 9 (3.56%) Legacy Systems
8 8 (3.16%) Data Centre
9 7 (2.77%) PKI
10 6 (2.37%) Legacy Applications
10 6 (2.37%) Wiki
11 5 (1.98%) Cyber Threat
11 5 (1.98%) Distributed Applications
11 5 (1.98%) Virtual Team
12 4 (1.58%) Greenfield Project
12 4 (1.58%) Low-Code
12 4 (1.58%) Replication
13 3 (1.19%) Clustering
13 3 (1.19%) CMDB
Operating Systems
1 33 (13.04%) Windows
2 28 (11.07%) Linux
3 18 (7.11%) Unix
4 11 (4.35%) Windows Server
5 2 (0.79%) Mac OS
6 1 (0.40%) Red Hat Enterprise Linux
6 1 (0.40%) Windows 10
Processes & Methodologies
1 114 (45.06%) DevOps
2 97 (38.34%) CI/CD
3 88 (34.78%) Agile
4 56 (22.13%) Problem-Solving
5 49 (19.37%) Infrastructure as Code
6 44 (17.39%) Migration
7 32 (12.65%) Stakeholder Management
8 26 (10.28%) Continuous Improvement
9 24 (9.49%) Containerisation
9 24 (9.49%) Software Engineering
9 24 (9.49%) Test Automation
10 22 (8.70%) AI
10 22 (8.70%) Performance Tuning
11 21 (8.30%) Cybersecurity
11 21 (8.30%) Microservices
11 21 (8.30%) SDLC
12 20 (7.91%) Disaster Recovery
13 19 (7.51%) Data Governance
13 19 (7.51%) Platform Engineering
14 16 (6.32%) Observability
Programming Languages
1 69 (27.27%) Python
2 50 (19.76%) Java
3 43 (17.00%) SQL
4 19 (7.51%) C#
5 18 (7.11%) PowerShell
5 18 (7.11%) TypeScript
6 9 (3.56%) Shell Script
7 8 (3.16%) JavaScript
8 6 (2.37%) Bicep
9 4 (1.58%) PL/SQL
10 3 (1.19%) Perl
11 2 (0.79%) Bash
11 2 (0.79%) DataWeave
11 2 (0.79%) T-SQL
12 1 (0.40%) BeanShell
12 1 (0.40%) Go
12 1 (0.40%) Korn
12 1 (0.40%) Kusto Query Language
Qualifications
1 24 (9.49%) Degree
2 10 (3.95%) Azure Certification
2 10 (3.95%) Security Cleared
3 9 (3.56%) CISSP
4 7 (2.77%) Computer Science Degree
5 6 (2.37%) Microsoft Certification
5 6 (2.37%) SC Cleared
6 5 (1.98%) AWS Certification
7 4 (1.58%) Cisco Certification
7 4 (1.58%) CISM
8 3 (1.19%) AWS Certified Solutions Architect
8 3 (1.19%) BPSS Clearance
8 3 (1.19%) CCNP
8 3 (1.19%) PMI Certification
8 3 (1.19%) PMP
8 3 (1.19%) PRINCE2 Certification
9 2 (0.79%) CISA
9 2 (0.79%) CompTIA CySA+
9 2 (0.79%) CompTIA Security+
9 2 (0.79%) ITIL Certification
Quality Assurance & Compliance
1 20 (7.91%) QA
2 11 (4.35%) Data Quality
3 9 (3.56%) Accessibility
4 8 (3.16%) Disclosure Scotland
5 7 (2.77%) GDPR
5 7 (2.77%) ISO/IEC 27001
6 6 (2.37%) NIST
7 5 (1.98%) COBIT
8 2 (0.79%) NCSC
8 2 (0.79%) NIST 800
8 2 (0.79%) SLA
9 1 (0.40%) Cyber Essentials
9 1 (0.40%) Cyber Essentials PLUS
9 1 (0.40%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 1 (0.40%) PMO
9 1 (0.40%) PSD2
9 1 (0.40%) Sarbanes-Oxley
System Software
1 28 (11.07%) Docker
2 21 (8.30%) Active Directory
3 5 (1.98%) Hyper-V
4 3 (1.19%) Virtual Machines
5 2 (0.79%) VMware Infrastructure
6 1 (0.40%) ISA Server
6 1 (0.40%) Oracle RAC
Systems Management
1 67 (26.48%) Terraform
2 42 (16.60%) Ansible
3 31 (12.25%) Kubernetes
4 11 (4.35%) Microsoft Intune
5 6 (2.37%) Grafana
5 6 (2.37%) SCCM
5 6 (2.37%) Single Sign-On
6 2 (0.79%) Fluentd
7 1 (0.40%) Data Guard
7 1 (0.40%) linkerd
7 1 (0.40%) Microsoft Clustering
7 1 (0.40%) Oracle RMAN
7 1 (0.40%) Oracle ZFS
7 1 (0.40%) Prometheus
7 1 (0.40%) vRealize
7 1 (0.40%) vRealize Orchestrator
Vendors
1 66 (26.09%) Microsoft
2 15 (5.93%) Databricks
2 15 (5.93%) Oracle
3 12 (4.74%) Greenplum
4 7 (2.77%) F5
5 6 (2.37%) IBM
5 6 (2.37%) VMware
6 5 (1.98%) Cisco
6 5 (1.98%) Dynatrace
6 5 (1.98%) Salesforce
6 5 (1.98%) Splunk
7 4 (1.58%) CheckPoint
7 4 (1.58%) CyberArk
7 4 (1.58%) Dell
7 4 (1.58%) ForgeRock
7 4 (1.58%) HP
7 4 (1.58%) Ping Identity
7 4 (1.58%) Red Hat
8 3 (1.19%) Informatica
8 3 (1.19%) Talend