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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 344 215 287
Rank change year-on-year -129 +72 +57
Permanent jobs citing Code Quality 402 657 829
As % of all permanent jobs in the UK 0.54% 1.51% 0.98%
As % of the Processes & Methodologies category 0.69% 1.61% 1.13%
Number of salaries quoted 274 513 679
10th Percentile £45,000 £42,750 £37,500
25th Percentile £55,000 £57,500 £48,750
Median annual salary (50th Percentile) £76,000 £66,254 £62,500
Median % change year-on-year +14.71% +6.01% -7.41%
75th Percentile £93,750 £83,750 £82,500
90th Percentile £112,500 £95,000 £92,500
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 57,853 40,823 73,554
As % of all permanent jobs advertised in the UK 78.06% 93.60% 87.34%
Number of salaries quoted 35,092 22,156 55,922
10th Percentile £29,750 £32,366 £29,000
25th Percentile £39,911 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.86%
75th Percentile £76,674 £80,000 £73,750
90th Percentile £97,500 £102,500 £93,750
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -9.09%

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 14 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 14 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 -126 356 £75,000 +13.20% 265
London +7 184 £82,500 +8.55% 116
Work from Home -83 183 £75,000 +13.20% 181
UK excluding London -166 183 £60,000 -9.39% 190
North of England -81 53 £62,500 -3.85% 57
South East -86 38 £62,500 -21.88% 56
South West -35 31 £50,000 -12.96% 32
Midlands -27 30 £60,000 +29.38% 24
North West -54 26 £67,500 +17.39% 35
Yorkshire -37 20 £55,000 -31.25% 16
West Midlands +4 18 £58,750 +11.90% 13
Scotland -20 17 £90,000 +5.57% 10
East Midlands -38 12 £100,000 +122.22% 11
East of England -95 11 £60,000 -9.42% 12
North East -16 7 £58,500 -22.52% 6
Northern Ireland - 2 £82,500 - 2
Wales -13 1 £37,500 -15.43% 3

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 9 (2.24%) CMS
1 9 (2.24%) Palantir Foundry
2 7 (1.74%) Apache Airflow
2 7 (1.74%) Confluence
3 5 (1.24%) Apache
3 5 (1.24%) Apache Spark
4 3 (0.75%) Headless CMS
4 3 (0.75%) Umbraco
5 2 (0.50%) Adobe Experience Manager
5 2 (0.50%) NServiceBus
5 2 (0.50%) SharePoint
6 1 (0.25%) Microsoft Exchange
6 1 (0.25%) nginx
Applications
1 3 (0.75%) Microsoft Office
2 1 (0.25%) Microsoft Excel
2 1 (0.25%) Microsoft PowerPoint
Business Applications
1 2 (0.50%) Dynamics CRM
1 2 (0.50%) Dynamics NAV
1 2 (0.50%) Payment Gateway
2 1 (0.25%) Temenos T24
Cloud Services
1 160 (39.80%) AWS
2 143 (35.57%) Azure
3 67 (16.67%) GitHub
4 66 (16.42%) Serverless
5 61 (15.17%) GCP
6 35 (8.71%) AWS Lambda
6 35 (8.71%) GitHub Actions
7 32 (7.96%) SaaS
8 30 (7.46%) Amazon S3
8 30 (7.46%) Azure DevOps
9 19 (4.73%) Amazon SQS
10 15 (3.73%) GitHub Copilot
11 14 (3.48%) Entra ID
12 13 (3.23%) Azure App Service
12 13 (3.23%) PaaS
13 12 (2.99%) ChatGPT
13 12 (2.99%) Dynamics 365
14 11 (2.74%) AWS CloudFormation
14 11 (2.74%) Stripe
15 10 (2.49%) Datadog
Communications & Networking
1 4 (1.00%) SD-WAN
2 3 (0.75%) Firewall
2 3 (0.75%) HTTP
3 2 (0.50%) Broadband
3 2 (0.50%) Network Security
3 2 (0.50%) PuTTY
4 1 (0.25%) AMQP
4 1 (0.25%) LTE
Database & Business Intelligence
1 39 (9.70%) SQL Server
2 31 (7.71%) NoSQL
3 24 (5.97%) PostgreSQL
3 24 (5.97%) Relational Database
4 19 (4.73%) MySQL
5 17 (4.23%) MongoDB
6 12 (2.99%) BigQuery
7 11 (2.74%) Elasticsearch
8 10 (2.49%) Data Warehouse
8 10 (2.49%) DynamoDB
9 7 (1.74%) Amazon RDS
9 7 (1.74%) SQL Server Integration Services
10 5 (1.24%) Power BI
11 4 (1.00%) Data Lake
11 4 (1.00%) Redis
12 3 (0.75%) Azure SQL Database
12 3 (0.75%) SQL Server Analysis Services
13 2 (0.50%) Amazon Athena
13 2 (0.50%) Hadoop
13 2 (0.50%) Tableau
Development Applications
1 74 (18.41%) Git
2 25 (6.22%) JIRA
3 17 (4.23%) Jenkins
4 15 (3.73%) GitLab
5 9 (2.24%) JUnit
5 9 (2.24%) SonarQube
6 8 (1.99%) Cypress.io
6 8 (1.99%) Gradle
6 8 (1.99%) Selenium
7 7 (1.74%) Crashlytics
7 7 (1.74%) Maven
7 7 (1.74%) Storybook
7 7 (1.74%) XCTest
8 6 (1.49%) Mockito
9 4 (1.00%) TestRail
9 4 (1.00%) XCUITest
10 3 (0.75%) TeamCity
10 3 (0.75%) webpack
11 2 (0.50%) Bitbucket
11 2 (0.50%) Zephyr
General
1 159 (39.55%) Social Skills
2 78 (19.40%) Finance
3 33 (8.21%) Analytical Skills
4 26 (6.47%) Law
5 19 (4.73%) Health Technology
6 18 (4.48%) Influencing Skills
7 16 (3.98%) Public Sector
8 15 (3.73%) Inclusion and Diversity
8 15 (3.73%) Organisational Skills
8 15 (3.73%) Tech for Good
9 14 (3.48%) Publishing
10 13 (3.23%) Legal
11 12 (2.99%) Marketing
12 10 (2.49%) Telecoms
13 8 (1.99%) Banking
13 8 (1.99%) Front Office
14 7 (1.74%) Financial Institution
15 6 (1.49%) Manufacturing
16 5 (1.24%) Games
16 5 (1.24%) Retail
Job Titles
1 171 (42.54%) Developer
2 109 (27.11%) Senior
3 73 (18.16%) Lead
4 59 (14.68%) Software Engineer
5 44 (10.95%) Senior Developer
6 39 (9.70%) Lead Developer
7 27 (6.72%) Full-Stack Developer
8 25 (6.22%) Python Developer
9 24 (5.97%) Software Developer
10 22 (5.47%) .NET Developer
10 22 (5.47%) React Developer
11 20 (4.98%) Senior Software Engineer
12 18 (4.48%) AWS Developer
13 17 (4.23%) Java Developer
14 15 (3.73%) Full-Stack Engineer
15 14 (3.48%) Lead Python Developer
16 12 (2.99%) Lead .NET Developer
17 11 (2.74%) C# Developer
17 11 (2.74%) Front-End Developer (Client-Side Developer)
17 11 (2.74%) Technical Leader
Libraries, Frameworks & Software Standards
1 101 (25.12%) React
2 86 (21.39%) .NET
3 83 (20.65%) RESTful
4 61 (15.17%) REST
5 46 (11.44%) CSS
6 43 (10.70%) Spring
7 40 (9.95%) HTML
8 39 (9.70%) AngularJS
8 39 (9.70%) Spring Boot
9 31 (7.71%) Node.js
10 27 (6.72%) .NET Framework
11 25 (6.22%) Django
11 25 (6.22%) Vue
12 21 (5.22%) Entity Framework
13 18 (4.48%) Kafka
13 18 (4.48%) SwiftUI
14 17 (4.23%) HTML5
15 16 (3.98%) Razor View Engine
16 15 (3.73%) .NET Core
16 15 (3.73%) UIKit
Miscellaneous
1 51 (12.69%) Cloud Native
2 36 (8.96%) Distributed Systems
3 31 (7.71%) Product Ownership
4 28 (6.97%) Onboarding
5 27 (6.72%) Mobile App
6 21 (5.22%) Greenfield Project
7 19 (4.73%) Legacy Systems
8 17 (4.23%) Data Structures
9 15 (3.73%) Algorithms
10 12 (2.99%) Client/Server
10 12 (2.99%) Self-Motivation
11 11 (2.74%) Foreign Exchange (FX)
12 8 (1.99%) Enterprise Software
12 8 (1.99%) NHS
12 8 (1.99%) Private Cloud
13 7 (1.74%) Analytical Mindset
14 6 (1.49%) Distributed Architecture
15 5 (1.24%) Low-Code
16 4 (1.00%) Public Cloud
16 4 (1.00%) Virtual Team
Operating Systems
1 25 (6.22%) Linux
2 18 (4.48%) Apple iOS
3 12 (2.99%) Android
4 1 (0.25%) Windows
Processes & Methodologies
1 197 (49.00%) CI/CD
2 169 (42.04%) Agile
3 141 (35.07%) Continuous Improvement
4 134 (33.33%) Software Engineering
5 123 (30.60%) DevOps
6 118 (29.35%) Mentoring
7 117 (29.10%) Problem-Solving
8 106 (26.37%) Test Automation
9 90 (22.39%) Microservices
10 89 (22.14%) Full-Stack Development
11 82 (20.40%) AI
12 77 (19.15%) User Experience
13 69 (17.16%) Computer Science
14 60 (14.93%) Containerisation
15 56 (13.93%) Scrum
16 55 (13.68%) Coaching
17 48 (11.94%) Clean Code
17 48 (11.94%) Roadmaps
18 47 (11.69%) Design Patterns
19 44 (10.95%) Technical Leadership
Programming Languages
1 141 (35.07%) Python
2 104 (25.87%) JavaScript
3 85 (21.14%) TypeScript
4 82 (20.40%) Java
5 63 (15.67%) SQL
6 56 (13.93%) C#
7 22 (5.47%) C++
8 21 (5.22%) Kotlin
9 17 (4.23%) Swift
10 15 (3.73%) Rust
11 11 (2.74%) C
12 10 (2.49%) Bash
12 10 (2.49%) PHP
13 9 (2.24%) Go
14 8 (1.99%) PowerShell
15 5 (1.24%) Apex Code
15 5 (1.24%) Groovy
15 5 (1.24%) Scala
16 2 (0.50%) R
16 2 (0.50%) T-SQL
Qualifications
1 86 (21.39%) Degree
2 66 (16.42%) Computer Science Degree
3 27 (6.72%) Security Cleared
4 20 (4.98%) Master's Degree
5 15 (3.73%) SC Cleared
6 7 (1.74%) DV Cleared
7 4 (1.00%) ISTQB
8 3 (0.75%) Azure Certification
8 3 (0.75%) ISTQB Foundation Certification
9 2 (0.50%) AWS Certification
9 2 (0.50%) TOGAF Certification
10 1 (0.25%) BPSS Clearance
10 1 (0.25%) DBS Check
10 1 (0.25%) PhD
Quality Assurance & Compliance
1 111 (27.61%) QA
2 16 (3.98%) Software Quality Assurance
3 15 (3.73%) Accessibility
4 9 (2.24%) SLA
5 8 (1.99%) Data Quality
6 4 (1.00%) PCI DSS
6 4 (1.00%) WCAG
7 3 (0.75%) ISO 9001
7 3 (0.75%) ISO/IEC 27001
8 2 (0.50%) GDPR
8 2 (0.50%) PSD2
System Software
1 82 (20.40%) Docker
2 12 (2.99%) Active Directory
3 11 (2.74%) Hyper-V
3 11 (2.74%) KVM
3 11 (2.74%) VMware Infrastructure
4 3 (0.75%) Firmware
4 3 (0.75%) Virtual Machines
Systems Management
1 66 (16.42%) Kubernetes
2 42 (10.45%) Terraform
3 21 (5.22%) Grafana
4 20 (4.98%) Prometheus
5 9 (2.24%) Single Sign-On
6 4 (1.00%) HP Fortify
7 2 (0.50%) Argo
7 2 (0.50%) Nessus
7 2 (0.50%) Packer
7 2 (0.50%) Progress Chef
8 1 (0.25%) HP ALM
8 1 (0.25%) Kibana
Vendors
1 39 (9.70%) Microsoft
2 18 (4.48%) Google
3 15 (3.73%) VMware
4 10 (2.49%) Foundry
4 10 (2.49%) Palantir
5 9 (2.24%) Salesforce
6 7 (1.74%) Amplitude
7 6 (1.49%) Solace
8 5 (1.24%) Oracle
9 4 (1.00%) Cisco
9 4 (1.00%) F5
9 4 (1.00%) OpenAI
9 4 (1.00%) Palo Alto
10 3 (0.75%) EMC
10 3 (0.75%) Salesforce Marketing Cloud
11 2 (0.50%) Adobe
11 2 (0.50%) HubSpot
11 2 (0.50%) PayPal
11 2 (0.50%) SAP
11 2 (0.50%) Splunk