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 2 April 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Apr 2026
Same period 2025 Same period 2024
Rank 343 206 297
Rank change year-on-year -137 +91 +50
Permanent jobs citing Code Quality 419 606 874
As % of all permanent jobs in the UK 0.52% 1.48% 0.97%
As % of the Processes & Methodologies category 0.69% 1.59% 1.12%
Number of salaries quoted 282 503 687
10th Percentile £42,500 £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 £57,494
% change year-on-year -9.39% +15.18% +4.53%

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 61,153 38,054 77,716
As % of all permanent jobs advertised in the UK 76.62% 93.06% 86.41%
Number of salaries quoted 37,653 22,322 57,935
10th Percentile £30,000 £31,250 £29,097
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 £73,500
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% -8.41%

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 2 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 2 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 -138 367 £75,000 +13.20% 259
UK excluding London -175 208 £60,000 -9.39% 194
Work from Home -92 180 £75,000 +13.20% 176
London -3 178 £85,000 +11.84% 104
North of England -97 60 £61,250 -5.77% 60
South East -91 42 £65,000 -18.75% 53
Midlands -29 37 £60,000 +26.32% 20
South West -26 35 £50,000 -12.96% 29
North West -65 31 £67,500 +17.39% 37
West Midlands -15 21 £60,000 +12.15% 11
Scotland -27 21 £90,000 +5.73% 14
Yorkshire -47 21 £41,250 -47.62% 12
East Midlands -44 16 £90,000 +111.76% 9
East of England -117 10 £60,000 -9.42% 14
North East -20 8 £58,500 -22.52% 11
Northern Ireland -36 3 £73,750 +34.09% 2
Wales -25 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 (2.39%) CMS
1 10 (2.39%) Confluence
2 9 (2.15%) 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 (0.72%) 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 (0.72%) Microsoft Excel
1 3 (0.72%) Microsoft Office
1 3 (0.72%) 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
1 170 (40.57%) AWS
2 159 (37.95%) Azure
3 73 (17.42%) GCP
4 71 (16.95%) GitHub
5 67 (15.99%) Serverless
6 39 (9.31%) GitHub Actions
7 37 (8.83%) AWS Lambda
8 33 (7.88%) Azure DevOps
9 30 (7.16%) Amazon S3
10 29 (6.92%) SaaS
11 18 (4.30%) 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 (2.63%) Amazon ECS
14 11 (2.63%) AWS CloudFormation
14 11 (2.63%) Entra ID
Communications & Networking
1 5 (1.19%) Broadband
2 4 (0.95%) SD-WAN
3 3 (0.72%) Firewall
3 3 (0.72%) 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 (7.16%) NoSQL
2 27 (6.44%) SQL Server
3 22 (5.25%) Relational Database
4 21 (5.01%) PostgreSQL
5 18 (4.30%) MySQL
6 16 (3.82%) MongoDB
7 14 (3.34%) BigQuery
8 13 (3.10%) Elasticsearch
9 12 (2.86%) Data Warehouse
10 9 (2.15%) Amazon RDS
10 9 (2.15%) DynamoDB
11 5 (1.19%) Redis
12 4 (0.95%) SQL Server Integration Services
13 3 (0.72%) Azure SQL Database
13 3 (0.72%) Big Data
14 2 (0.48%) CockroachDB
14 2 (0.48%) Data Vault
14 2 (0.48%) Hadoop
14 2 (0.48%) MariaDB
14 2 (0.48%) Tableau
Development Applications
1 76 (18.14%) Git
2 36 (8.59%) JIRA
3 21 (5.01%) Jenkins
4 16 (3.82%) GitLab
5 11 (2.63%) Cypress.io
6 9 (2.15%) Crashlytics
6 9 (2.15%) JUnit
6 9 (2.15%) Selenium
6 9 (2.15%) SonarQube
6 9 (2.15%) Storybook
6 9 (2.15%) XCTest
7 8 (1.91%) Gradle
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 (0.72%) TeamCity
12 3 (0.72%) Vite
General
1 155 (36.99%) Social Skills
2 75 (17.90%) Finance
3 37 (8.83%) Analytical Skills
4 19 (4.53%) Health Technology
4 19 (4.53%) Law
5 18 (4.30%) Influencing Skills
6 15 (3.58%) Organisational Skills
6 15 (3.58%) Public Sector
6 15 (3.58%) Tech for Good
7 14 (3.34%) Inclusion and Diversity
7 14 (3.34%) Publishing
8 12 (2.86%) Marketing
9 11 (2.63%) Telecoms
10 10 (2.39%) Banking
11 9 (2.15%) Legal
12 8 (1.91%) Front Office
13 6 (1.43%) Financial Institution
14 5 (1.19%) Aerospace
14 5 (1.19%) Manufacturing
14 5 (1.19%) Retail
Job Titles
1 155 (36.99%) Developer
2 104 (24.82%) Senior
3 74 (17.66%) Lead
4 67 (15.99%) Software Engineer
5 37 (8.83%) Senior Developer
6 35 (8.35%) Lead Developer
7 25 (5.97%) Python Developer
8 22 (5.25%) Full-Stack Engineer
8 22 (5.25%) Software Developer
9 21 (5.01%) .NET Developer
9 21 (5.01%) Full-Stack Developer
10 20 (4.77%) Java Developer
10 20 (4.77%) Senior Software Engineer
11 18 (4.30%) AWS Developer
11 18 (4.30%) React Developer
12 15 (3.58%) Test Engineer
12 15 (3.58%) Tester
13 14 (3.34%) Lead Python Developer
14 13 (3.10%) Engineering Manager
15 12 (2.86%) Technical Leader
Libraries, Frameworks & Software Standards
1 95 (22.67%) React
2 86 (20.53%) RESTful
3 82 (19.57%) .NET
4 61 (14.56%) REST
5 46 (10.98%) Spring
6 44 (10.50%) CSS
7 41 (9.79%) Spring Boot
8 38 (9.07%) HTML
9 34 (8.11%) AngularJS
10 32 (7.64%) Node.js
11 30 (7.16%) Django
12 23 (5.49%) Vue
13 22 (5.25%) .NET Framework
14 18 (4.30%) SwiftUI
15 16 (3.82%) Entity Framework
15 16 (3.82%) Kafka
16 15 (3.58%) UIKit
16 15 (3.58%) Web Services
17 13 (3.10%) Razor View Engine
17 13 (3.10%) WebSockets
Miscellaneous
1 53 (12.65%) Cloud Native
2 42 (10.02%) Distributed Systems
3 36 (8.59%) Product Ownership
4 29 (6.92%) Mobile App
5 27 (6.44%) Greenfield Project
5 27 (6.44%) Onboarding
6 19 (4.53%) Data Structures
7 18 (4.30%) Algorithms
8 17 (4.06%) Legacy Systems
9 14 (3.34%) Client/Server
10 11 (2.63%) Foreign Exchange (FX)
11 10 (2.39%) Enterprise Software
11 10 (2.39%) Self-Motivation
12 9 (2.15%) Analytical Mindset
12 9 (2.15%) Distributed Architecture
13 8 (1.91%) NHS
13 8 (1.91%) Private Cloud
14 6 (1.43%) Data Protection Act
15 5 (1.19%) Video Conferencing
16 4 (0.95%) Low-Code
Operating Systems
1 33 (7.88%) Linux
2 18 (4.30%) Apple iOS
3 10 (2.39%) Android
4 5 (1.19%) Windows
5 1 (0.24%) FreeRTOS
Processes & Methodologies
1 199 (47.49%) CI/CD
2 172 (41.05%) Agile
3 141 (33.65%) Software Engineering
4 139 (33.17%) Continuous Improvement
5 131 (31.26%) DevOps
6 122 (29.12%) Test Automation
7 121 (28.88%) Mentoring
8 117 (27.92%) Problem-Solving
9 98 (23.39%) Microservices
10 85 (20.29%) Full-Stack Development
11 78 (18.62%) AI
12 74 (17.66%) User Experience
13 72 (17.18%) Computer Science
14 64 (15.27%) Containerisation
15 61 (14.56%) Scrum
16 56 (13.37%) Coaching
17 51 (12.17%) Clean Code
17 51 (12.17%) Roadmaps
18 47 (11.22%) Technical Leadership
19 46 (10.98%) Observability
Programming Languages
1 153 (36.52%) Python
2 104 (24.82%) JavaScript
3 93 (22.20%) Java
4 80 (19.09%) TypeScript
5 66 (15.75%) SQL
6 52 (12.41%) C#
7 30 (7.16%) C++
8 20 (4.77%) Kotlin
9 19 (4.53%) C
10 17 (4.06%) Rust
10 17 (4.06%) Swift
11 14 (3.34%) PHP
12 10 (2.39%) Bash
12 10 (2.39%) Go
13 8 (1.91%) PowerShell
14 5 (1.19%) Groovy
14 5 (1.19%) Scala
15 4 (0.95%) Apex Code
16 3 (0.72%) Dart
17 2 (0.48%) R
Qualifications
1 88 (21.00%) Degree
2 70 (16.71%) Computer Science Degree
3 29 (6.92%) Security Cleared
4 20 (4.77%) Master's Degree
5 15 (3.58%) SC Cleared
6 10 (2.39%) DV Cleared
7 6 (1.43%) 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
10 1 (0.24%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 124 (29.59%) QA
2 25 (5.97%) Software Quality Assurance
3 16 (3.82%) Accessibility
4 9 (2.15%) SLA
5 8 (1.91%) Data Quality
6 5 (1.19%) WCAG
7 4 (0.95%) PCI DSS
8 3 (0.72%) GDPR
8 3 (0.72%) ISO 9001
8 3 (0.72%) 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 86 (20.53%) Docker
2 13 (3.10%) Hyper-V
2 13 (3.10%) KVM
2 13 (3.10%) VMware Infrastructure
3 8 (1.91%) Active Directory
4 5 (1.19%) Firmware
4 5 (1.19%) Virtual Machines
5 2 (0.48%) Embedded Firmware
Systems Management
1 68 (16.23%) Kubernetes
2 48 (11.46%) Terraform
3 22 (5.25%) Grafana
4 20 (4.77%) Prometheus
5 9 (2.15%) Single Sign-On
6 4 (0.95%) HP Fortify
7 3 (0.72%) 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 35 (8.35%) Microsoft
2 21 (5.01%) Google
3 17 (4.06%) VMware
4 13 (3.10%) Foundry
5 10 (2.39%) Palantir
6 9 (2.15%) Amplitude
7 8 (1.91%) 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 (0.72%) 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