Code Quality Job Trends

Code Quality (Software Quality)
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Code Quality skills. It covers permanent job vacancies from the 6 months leading up to 1 April 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Apr 2026
Same period 2025 Same period 2024
Rank 339 214 295
Rank change year-on-year -125 +81 +43
Permanent jobs citing Code Quality 420 610 874
As % of all permanent jobs in the UK 0.53% 1.49% 0.98%
As % of the Processes & Methodologies category 0.69% 1.60% 1.13%
Number of salaries quoted 283 503 686
10th Percentile £42,750 £41,775 £36,500
25th Percentile £52,500 £56,250 £48,750
Median annual salary (50th Percentile) £75,000 £66,253 £60,000
Median % change year-on-year +13.20% +10.42% -11.11%
75th Percentile £91,250 £83,750 £81,250
90th Percentile £110,000 £95,000 £92,000
UK excluding London median annual salary £60,000 £66,219 £57,500
% change year-on-year -9.39% +15.16% +4.55%

All Process & Methodology Skills
UK

Code Quality 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.

Permanent vacancies with a requirement for process or methodology skills 60,831 38,033 77,482
As % of all permanent jobs advertised in the UK 76.64% 93.07% 86.50%
Number of salaries quoted 37,418 22,319 57,741
10th Percentile £30,000 £31,250 £29,250
25th Percentile £40,000 £43,750 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -10.57%
75th Percentile £77,500 £80,000 £73,750
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.26%

Code Quality
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Code Quality relative to all permanent IT jobs advertised.

Code Quality job vacancy trend in the UK

Code Quality
Salary Trend

Salary distribution trend for jobs in the UK citing Code Quality.

Salary distribution trend for jobs in the UK citing Code Quality

Code Quality
Salary Histogram

Salary distribution for jobs citing Code Quality over the 6 months to 1 April 2026.

Salary histogram for Code Quality in the UK

Code Quality
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Code Quality within the UK over the 6 months to 1 April 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -129 368 £75,000 +13.20% 259
UK excluding London -169 207 £60,000 -9.39% 194
Work from Home -107 182 £75,000 +13.20% 176
London -7 180 £84,500 +11.18% 104
North of England -88 60 £61,250 -5.77% 60
South East -94 42 £65,000 -18.75% 53
Midlands -24 37 £60,000 +29.38% 20
South West -30 34 £52,500 -8.60% 29
North West -63 31 £67,500 +17.39% 37
West Midlands -10 21 £60,000 +12.15% 11
Scotland -21 21 £90,000 +5.73% 14
Yorkshire -47 21 £41,250 -47.62% 12
East Midlands -40 16 £90,000 +100.00% 9
East of England -116 10 £60,000 -9.42% 14
North East -21 8 £58,500 -22.52% 11
Northern Ireland -33 3 £73,750 +34.09% 2
Wales -27 2 £54,500 -3.83% 5

Code Quality
Co-Occurring Skills & Capabilities 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 (2.38%) CMS
1 10 (2.38%) Confluence
2 9 (2.14%) Palantir Foundry
3 7 (1.67%) Apache Airflow
4 5 (1.19%) Apache Spark
5 4 (0.95%) Apache
5 4 (0.95%) Umbraco
6 3 (0.71%) Headless CMS
7 2 (0.48%) Adobe Experience Manager
7 2 (0.48%) NServiceBus
7 2 (0.48%) SharePoint
8 1 (0.24%) Microsoft Exchange
8 1 (0.24%) nginx
Applications
1 3 (0.71%) Microsoft Excel
1 3 (0.71%) Microsoft Office
1 3 (0.71%) Microsoft PowerPoint
Business Applications
1 2 (0.48%) Dynamics CRM
1 2 (0.48%) Dynamics NAV
1 2 (0.48%) Payment Gateway
2 1 (0.24%) Temenos T24
2 1 (0.24%) Visualfiles
Cloud Services
1 168 (40.00%) AWS
2 155 (36.90%) Azure
3 72 (17.14%) GCP
4 70 (16.67%) GitHub
5 67 (15.95%) Serverless
6 38 (9.05%) GitHub Actions
7 37 (8.81%) AWS Lambda
8 31 (7.38%) Azure DevOps
9 30 (7.14%) Amazon S3
10 28 (6.67%) SaaS
11 18 (4.29%) Amazon SQS
12 13 (3.10%) Stripe
13 12 (2.86%) Azure App Service
13 12 (2.86%) Dynamics 365
13 12 (2.86%) Firebase
13 12 (2.86%) GitHub Copilot
13 12 (2.86%) PaaS
14 11 (2.62%) Amazon ECS
14 11 (2.62%) AWS CloudFormation
14 11 (2.62%) Entra ID
Communications & Networking
1 5 (1.19%) Broadband
2 4 (0.95%) SD-WAN
3 3 (0.71%) Firewall
3 3 (0.71%) HTTP
4 2 (0.48%) Network Security
4 2 (0.48%) PuTTY
5 1 (0.24%) AMQP
5 1 (0.24%) Ethernet
5 1 (0.24%) LTE
5 1 (0.24%) Modbus
Database & Business Intelligence
1 30 (7.14%) NoSQL
2 29 (6.90%) SQL Server
3 24 (5.71%) Relational Database
4 23 (5.48%) PostgreSQL
5 20 (4.76%) MySQL
6 16 (3.81%) MongoDB
7 14 (3.33%) BigQuery
8 13 (3.10%) Elasticsearch
9 12 (2.86%) Data Warehouse
10 9 (2.14%) Amazon RDS
10 9 (2.14%) DynamoDB
11 4 (0.95%) Redis
11 4 (0.95%) SQL Server Integration Services
12 3 (0.71%) Azure SQL Database
12 3 (0.71%) Big Data
13 2 (0.48%) CockroachDB
13 2 (0.48%) Hadoop
13 2 (0.48%) MariaDB
13 2 (0.48%) Power BI
13 2 (0.48%) Tableau
Development Applications
1 77 (18.33%) Git
2 35 (8.33%) JIRA
3 20 (4.76%) Jenkins
4 16 (3.81%) GitLab
5 11 (2.62%) Cypress.io
6 9 (2.14%) Crashlytics
6 9 (2.14%) JUnit
6 9 (2.14%) SonarQube
6 9 (2.14%) Storybook
6 9 (2.14%) XCTest
7 8 (1.90%) Gradle
7 8 (1.90%) Selenium
8 7 (1.67%) Maven
9 6 (1.43%) Mockito
10 5 (1.19%) JMeter
11 4 (0.95%) Cucumber
11 4 (0.95%) TestRail
11 4 (0.95%) XCUITest
12 3 (0.71%) TeamCity
12 3 (0.71%) webpack
General
1 154 (36.67%) Social Skills
2 74 (17.62%) Finance
3 39 (9.29%) Analytical Skills
4 20 (4.76%) Law
5 19 (4.52%) Health Technology
6 18 (4.29%) Influencing Skills
7 17 (4.05%) Public Sector
8 16 (3.81%) Inclusion and Diversity
9 15 (3.57%) Organisational Skills
9 15 (3.57%) Tech for Good
10 14 (3.33%) Publishing
11 12 (2.86%) Marketing
12 11 (2.62%) Telecoms
13 10 (2.38%) Banking
14 9 (2.14%) Legal
15 8 (1.90%) Front Office
16 6 (1.43%) Financial Institution
17 5 (1.19%) Aerospace
17 5 (1.19%) Manufacturing
17 5 (1.19%) Retail
Job Titles
1 157 (37.38%) Developer
2 105 (25.00%) Senior
3 74 (17.62%) Lead
4 67 (15.95%) Software Engineer
5 39 (9.29%) Senior Developer
6 35 (8.33%) Lead Developer
7 25 (5.95%) Python Developer
8 22 (5.24%) Full-Stack Developer
9 21 (5.00%) .NET Developer
9 21 (5.00%) Full-Stack Engineer
9 21 (5.00%) Software Developer
10 20 (4.76%) Java Developer
10 20 (4.76%) Senior Software Engineer
11 19 (4.52%) React Developer
12 18 (4.29%) AWS Developer
13 15 (3.57%) Test Engineer
13 15 (3.57%) Tester
14 14 (3.33%) Lead Python Developer
15 13 (3.10%) Engineering Manager
16 12 (2.86%) C# Developer
Libraries, Frameworks & Software Standards
1 96 (22.86%) React
2 85 (20.24%) RESTful
3 83 (19.76%) .NET
4 61 (14.52%) REST
5 47 (11.19%) CSS
5 47 (11.19%) Spring
6 42 (10.00%) Spring Boot
7 40 (9.52%) HTML
8 36 (8.57%) AngularJS
9 31 (7.38%) Node.js
10 29 (6.90%) Django
11 23 (5.48%) .NET Framework
11 23 (5.48%) Vue
12 18 (4.29%) SwiftUI
13 17 (4.05%) Entity Framework
14 16 (3.81%) Kafka
15 15 (3.57%) UIKit
15 15 (3.57%) Web Services
16 13 (3.10%) Razor View Engine
16 13 (3.10%) WebSockets
Miscellaneous
1 52 (12.38%) Cloud Native
2 42 (10.00%) Distributed Systems
3 35 (8.33%) Product Ownership
4 29 (6.90%) Mobile App
5 27 (6.43%) Greenfield Project
5 27 (6.43%) Onboarding
6 19 (4.52%) Data Structures
7 18 (4.29%) Algorithms
8 17 (4.05%) Legacy Systems
9 14 (3.33%) Client/Server
10 11 (2.62%) Foreign Exchange (FX)
11 10 (2.38%) Enterprise Software
11 10 (2.38%) Self-Motivation
12 9 (2.14%) Analytical Mindset
12 9 (2.14%) Distributed Architecture
13 8 (1.90%) NHS
13 8 (1.90%) Private Cloud
14 6 (1.43%) Data Protection Act
15 5 (1.19%) Video Conferencing
16 4 (0.95%) Public Cloud
Operating Systems
1 33 (7.86%) Linux
2 18 (4.29%) Apple iOS
3 11 (2.62%) Android
4 5 (1.19%) Windows
5 1 (0.24%) FreeRTOS
Processes & Methodologies
1 196 (46.67%) CI/CD
2 173 (41.19%) Agile
3 141 (33.57%) Software Engineering
4 140 (33.33%) Continuous Improvement
5 128 (30.48%) DevOps
6 121 (28.81%) Mentoring
7 120 (28.57%) Test Automation
8 116 (27.62%) Problem-Solving
9 99 (23.57%) Microservices
10 85 (20.24%) Full-Stack Development
11 79 (18.81%) AI
12 75 (17.86%) User Experience
13 72 (17.14%) Computer Science
14 63 (15.00%) Containerisation
14 63 (15.00%) Scrum
15 56 (13.33%) Coaching
16 52 (12.38%) Clean Code
17 50 (11.90%) Roadmaps
18 47 (11.19%) Design Patterns
19 46 (10.95%) Observability
Programming Languages
1 152 (36.19%) Python
2 106 (25.24%) JavaScript
3 94 (22.38%) Java
4 78 (18.57%) TypeScript
5 65 (15.48%) SQL
6 53 (12.62%) C#
7 30 (7.14%) C++
8 21 (5.00%) Kotlin
9 19 (4.52%) C
10 17 (4.05%) Rust
10 17 (4.05%) Swift
11 14 (3.33%) PHP
12 10 (2.38%) Bash
12 10 (2.38%) Go
13 8 (1.90%) PowerShell
14 5 (1.19%) Groovy
14 5 (1.19%) Scala
15 4 (0.95%) Apex Code
16 3 (0.71%) Dart
17 2 (0.48%) R
Qualifications
1 90 (21.43%) Degree
2 70 (16.67%) Computer Science Degree
3 31 (7.38%) Security Cleared
4 21 (5.00%) Master's Degree
5 17 (4.05%) SC Cleared
6 10 (2.38%) DV Cleared
7 5 (1.19%) ISTQB
8 4 (0.95%) Azure Certification
8 4 (0.95%) ISTQB Foundation Certification
9 2 (0.48%) AWS Certification
9 2 (0.48%) PhD
9 2 (0.48%) TOGAF Certification
10 1 (0.24%) BPSS Clearance
10 1 (0.24%) DBS Check
Quality Assurance & Compliance
1 122 (29.05%) QA
2 25 (5.95%) Software Quality Assurance
3 16 (3.81%) Accessibility
4 9 (2.14%) SLA
5 8 (1.90%) Data Quality
6 5 (1.19%) WCAG
7 4 (0.95%) PCI DSS
8 3 (0.71%) GDPR
8 3 (0.71%) ISO 9001
8 3 (0.71%) ISO/IEC 27001
9 2 (0.48%) PSD2
10 1 (0.24%) IEC 61508
10 1 (0.24%) MISRA
10 1 (0.24%) MISRA C
System Software
1 85 (20.24%) Docker
2 13 (3.10%) Hyper-V
2 13 (3.10%) KVM
2 13 (3.10%) VMware Infrastructure
3 8 (1.90%) Active Directory
4 5 (1.19%) Firmware
4 5 (1.19%) Virtual Machines
5 2 (0.48%) Embedded Firmware
Systems Management
1 68 (16.19%) Kubernetes
2 47 (11.19%) Terraform
3 22 (5.24%) Grafana
4 20 (4.76%) Prometheus
5 9 (2.14%) Single Sign-On
6 4 (0.95%) HP Fortify
7 3 (0.71%) Kibana
8 2 (0.48%) Ansible
8 2 (0.48%) Argo
8 2 (0.48%) Nessus
8 2 (0.48%) Packer
8 2 (0.48%) Progress Chef
9 1 (0.24%) Functional Safety
9 1 (0.24%) HP ALM
Vendors
1 33 (7.86%) Microsoft
2 21 (5.00%) Google
3 17 (4.05%) VMware
4 13 (3.10%) Foundry
5 10 (2.38%) Palantir
6 9 (2.14%) Amplitude
7 8 (1.90%) Salesforce
8 7 (1.67%) Oracle
9 6 (1.43%) Solace
10 4 (0.95%) Cisco
10 4 (0.95%) Databricks
10 4 (0.95%) F5
10 4 (0.95%) Palo Alto
11 3 (0.71%) EMC
12 2 (0.48%) Adobe
12 2 (0.48%) HubSpot
12 2 (0.48%) IBM
12 2 (0.48%) SAP
12 2 (0.48%) SendGrid
12 2 (0.48%) Splunk