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 29 March 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Mar 2026
Same period 2025 Same period 2024
Rank 343 208 288
Rank change year-on-year -135 +80 +58
Permanent jobs citing Code Quality 416 630 875
As % of all permanent jobs in the UK 0.53% 1.53% 0.98%
As % of the Processes & Methodologies category 0.69% 1.65% 1.13%
Number of salaries quoted 283 521 688
10th Percentile £43,769 £41,594 £36,500
25th Percentile £53,750 £57,000 £48,750
Median annual salary (50th Percentile) £75,000 £66,254 £60,000
Median % change year-on-year +13.20% +10.42% -11.11%
75th Percentile £91,250 £83,750 £81,563
90th Percentile £110,000 £95,000 £92,500
UK excluding London median annual salary £60,000 £66,215 £57,494
% change year-on-year -9.39% +15.17% +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 60,329 38,275 77,225
As % of all permanent jobs advertised in the UK 76.98% 93.09% 86.55%
Number of salaries quoted 37,012 22,459 57,636
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% -11.29%
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% -8.41%

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 29 March 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 29 March 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 -131 365 £75,000 +13.20% 259
UK excluding London -177 200 £60,000 -9.39% 194
Work from Home -106 183 £75,000 +13.20% 176
London -7 182 £81,250 +6.91% 104
North of England -88 56 £61,250 -5.77% 60
South East -95 40 £65,000 -18.75% 53
Midlands -25 35 £60,000 +32.96% 20
South West -35 34 £52,500 -12.46% 29
North West -70 29 £67,500 +14.89% 37
Scotland -34 21 £90,000 +5.57% 14
West Midlands -12 20 £58,750 +9.81% 11
Yorkshire -50 19 £41,250 -47.62% 12
East Midlands -40 15 £100,000 +150.00% 9
East of England -116 10 £60,000 -9.42% 14
North East -18 8 £58,500 -22.52% 11
Wales -25 2 £54,500 +22.90% 5
Northern Ireland -34 2 £82,500 +50.00% 2

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 (2.40%) Confluence
2 9 (2.16%) CMS
2 9 (2.16%) Palantir Foundry
3 7 (1.68%) Apache Airflow
4 5 (1.20%) Apache Spark
5 4 (0.96%) Apache
6 3 (0.72%) Headless CMS
6 3 (0.72%) Umbraco
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
1 165 (39.66%) AWS
2 151 (36.30%) Azure
3 71 (17.07%) GCP
3 71 (17.07%) GitHub
4 65 (15.63%) Serverless
5 38 (9.13%) GitHub Actions
6 35 (8.41%) AWS Lambda
7 30 (7.21%) Amazon S3
7 30 (7.21%) Azure DevOps
8 28 (6.73%) SaaS
9 18 (4.33%) Amazon SQS
10 13 (3.13%) GitHub Copilot
10 13 (3.13%) Stripe
11 12 (2.88%) Azure App Service
11 12 (2.88%) Dynamics 365
11 12 (2.88%) Entra ID
11 12 (2.88%) Firebase
11 12 (2.88%) PaaS
12 11 (2.64%) AWS CloudFormation
12 11 (2.64%) ChatGPT
Communications & Networking
1 5 (1.20%) Broadband
2 4 (0.96%) 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%) LTE
Database & Business Intelligence
1 33 (7.93%) SQL Server
2 31 (7.45%) NoSQL
3 23 (5.53%) Relational Database
4 22 (5.29%) PostgreSQL
5 20 (4.81%) MySQL
6 16 (3.85%) MongoDB
7 13 (3.13%) BigQuery
8 12 (2.88%) Data Warehouse
8 12 (2.88%) Elasticsearch
9 9 (2.16%) Amazon RDS
9 9 (2.16%) DynamoDB
10 5 (1.20%) SQL Server Integration Services
11 4 (0.96%) Redis
12 3 (0.72%) Azure SQL Database
12 3 (0.72%) Big Data
12 3 (0.72%) Power BI
13 2 (0.48%) CockroachDB
13 2 (0.48%) Data Lake
13 2 (0.48%) Data Vault
13 2 (0.48%) MariaDB
Development Applications
1 75 (18.03%) Git
2 35 (8.41%) JIRA
3 18 (4.33%) Jenkins
4 16 (3.85%) GitLab
5 11 (2.64%) Cypress.io
6 9 (2.16%) Crashlytics
6 9 (2.16%) JUnit
6 9 (2.16%) SonarQube
6 9 (2.16%) Storybook
6 9 (2.16%) XCTest
7 8 (1.92%) Gradle
7 8 (1.92%) Selenium
8 7 (1.68%) Maven
9 6 (1.44%) Mockito
10 5 (1.20%) JMeter
11 4 (0.96%) Cucumber
11 4 (0.96%) TestRail
11 4 (0.96%) XCUITest
12 3 (0.72%) TeamCity
12 3 (0.72%) webpack
General
1 158 (37.98%) Social Skills
2 75 (18.03%) Finance
3 39 (9.38%) Analytical Skills
4 22 (5.29%) Law
5 19 (4.57%) Health Technology
6 18 (4.33%) Influencing Skills
7 15 (3.61%) Inclusion and Diversity
7 15 (3.61%) Organisational Skills
7 15 (3.61%) Public Sector
7 15 (3.61%) Tech for Good
8 14 (3.37%) Publishing
9 11 (2.64%) Legal
9 11 (2.64%) Marketing
9 11 (2.64%) Telecoms
10 9 (2.16%) Banking
11 8 (1.92%) Front Office
12 7 (1.68%) Financial Institution
13 5 (1.20%) Manufacturing
13 5 (1.20%) Retail
14 4 (0.96%) Games
Job Titles
1 158 (37.98%) Developer
2 103 (24.76%) Senior
3 76 (18.27%) Lead
4 64 (15.38%) Software Engineer
5 39 (9.38%) Senior Developer
6 36 (8.65%) Lead Developer
7 25 (6.01%) Python Developer
8 24 (5.77%) Full-Stack Developer
9 23 (5.53%) Software Developer
10 21 (5.05%) Full-Stack Engineer
11 20 (4.81%) .NET Developer
12 19 (4.57%) React Developer
12 19 (4.57%) Senior Software Engineer
13 18 (4.33%) AWS Developer
13 18 (4.33%) Java Developer
14 15 (3.61%) Test Engineer
15 14 (3.37%) Lead Python Developer
16 13 (3.13%) Engineering Manager
16 13 (3.13%) Tester
17 12 (2.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 95 (22.84%) React
2 83 (19.95%) .NET
2 83 (19.95%) RESTful
3 58 (13.94%) REST
4 48 (11.54%) CSS
5 42 (10.10%) Spring
6 41 (9.86%) HTML
7 38 (9.13%) Spring Boot
8 34 (8.17%) AngularJS
9 31 (7.45%) Node.js
10 28 (6.73%) Django
11 25 (6.01%) .NET Framework
12 24 (5.77%) Vue
13 20 (4.81%) SwiftUI
14 19 (4.57%) Entity Framework
15 17 (4.09%) UIKit
16 16 (3.85%) Kafka
17 14 (3.37%) .NET Core
17 14 (3.37%) Razor View Engine
18 13 (3.13%) WebSockets
Miscellaneous
1 52 (12.50%) Cloud Native
2 39 (9.38%) Distributed Systems
3 34 (8.17%) Product Ownership
4 30 (7.21%) Mobile App
5 27 (6.49%) Onboarding
6 26 (6.25%) Greenfield Project
7 19 (4.57%) Legacy Systems
8 18 (4.33%) Data Structures
9 17 (4.09%) Algorithms
10 14 (3.37%) Client/Server
11 11 (2.64%) Foreign Exchange (FX)
11 11 (2.64%) Self-Motivation
12 10 (2.40%) Enterprise Software
13 9 (2.16%) Analytical Mindset
14 8 (1.92%) NHS
14 8 (1.92%) Private Cloud
15 7 (1.68%) Distributed Architecture
16 6 (1.44%) Data Protection Act
17 5 (1.20%) Video Conferencing
18 4 (0.96%) Public Cloud
Operating Systems
1 32 (7.69%) Linux
2 20 (4.81%) Apple iOS
3 11 (2.64%) Android
4 4 (0.96%) Windows
Processes & Methodologies
1 196 (47.12%) CI/CD
2 175 (42.07%) Agile
3 139 (33.41%) Continuous Improvement
3 139 (33.41%) Software Engineering
4 126 (30.29%) DevOps
5 120 (28.85%) Mentoring
6 117 (28.13%) Problem-Solving
7 116 (27.88%) Test Automation
8 93 (22.36%) Microservices
9 87 (20.91%) Full-Stack Development
10 82 (19.71%) AI
11 76 (18.27%) User Experience
12 71 (17.07%) Computer Science
13 63 (15.14%) Containerisation
14 61 (14.66%) Scrum
15 56 (13.46%) Coaching
16 50 (12.02%) Clean Code
17 49 (11.78%) Roadmaps
18 46 (11.06%) Technical Leadership
19 44 (10.58%) Infrastructure as Code
Programming Languages
1 150 (36.06%) Python
2 108 (25.96%) JavaScript
3 89 (21.39%) Java
4 81 (19.47%) TypeScript
5 62 (14.90%) SQL
6 51 (12.26%) C#
7 28 (6.73%) C++
8 21 (5.05%) Kotlin
9 19 (4.57%) Swift
10 17 (4.09%) C
10 17 (4.09%) Rust
11 14 (3.37%) PHP
12 10 (2.40%) Bash
13 9 (2.16%) Go
14 8 (1.92%) PowerShell
15 5 (1.20%) Groovy
15 5 (1.20%) Scala
16 4 (0.96%) Apex Code
17 3 (0.72%) Dart
18 2 (0.48%) R
Qualifications
1 88 (21.15%) Degree
2 69 (16.59%) Computer Science Degree
3 28 (6.73%) Security Cleared
4 21 (5.05%) Master's Degree
5 14 (3.37%) SC Cleared
6 10 (2.40%) DV Cleared
7 5 (1.20%) ISTQB
8 4 (0.96%) Azure Certification
8 4 (0.96%) 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
1 121 (29.09%) QA
2 23 (5.53%) Software Quality Assurance
3 16 (3.85%) Accessibility
4 9 (2.16%) SLA
5 8 (1.92%) Data Quality
6 5 (1.20%) WCAG
7 4 (0.96%) 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
System Software
1 82 (19.71%) Docker
2 13 (3.13%) Hyper-V
2 13 (3.13%) KVM
2 13 (3.13%) VMware Infrastructure
3 9 (2.16%) Active Directory
4 5 (1.20%) Virtual Machines
5 3 (0.72%) Firmware
Systems Management
1 66 (15.87%) Kubernetes
2 45 (10.82%) Terraform
3 22 (5.29%) Grafana
4 20 (4.81%) Prometheus
5 9 (2.16%) Single Sign-On
6 4 (0.96%) HP Fortify
7 2 (0.48%) Argo
7 2 (0.48%) Nessus
7 2 (0.48%) Packer
7 2 (0.48%) Progress Chef
8 1 (0.24%) HP ALM
8 1 (0.24%) Kibana
Vendors
1 34 (8.17%) Microsoft
2 20 (4.81%) Google
3 17 (4.09%) VMware
4 13 (3.13%) Foundry
5 10 (2.40%) Palantir
6 9 (2.16%) Amplitude
7 8 (1.92%) Salesforce
8 6 (1.44%) Solace
9 5 (1.20%) Oracle
10 4 (0.96%) Cisco
10 4 (0.96%) Databricks
10 4 (0.96%) F5
10 4 (0.96%) Palo Alto
11 3 (0.72%) EMC
12 2 (0.48%) Adobe
12 2 (0.48%) HubSpot
12 2 (0.48%) Salesforce Marketing Cloud
12 2 (0.48%) SAP
12 2 (0.48%) SendGrid
12 2 (0.48%) Splunk