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

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 341 209 289
Rank change year-on-year -132 +80 +56
Permanent jobs citing Code Quality 403 639 832
As % of all permanent jobs in the UK 0.54% 1.49% 0.98%
As % of the Processes & Methodologies category 0.69% 1.59% 1.12%
Number of salaries quoted 270 507 681
10th Percentile £43,847 £43,250 £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 58,222 40,192 73,990
As % of all permanent jobs advertised in the UK 77.86% 93.47% 87.20%
Number of salaries quoted 35,232 22,295 56,140
10th Percentile £29,750 £31,750 £29,035
25th Percentile £40,000 £44,188 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.41%
75th Percentile £77,424 £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 17 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 17 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 -128 355 £75,000 +13.20% 255
UK excluding London -168 188 £60,000 -9.39% 182
Work from Home -87 187 £75,000 +13.20% 174
London +9 181 £82,500 +8.55% 109
North of England -71 50 £59,250 -8.85% 56
South East -82 40 £62,500 -21.88% 50
Midlands -20 33 £60,000 +29.38% 22
South West -26 31 £50,000 -12.96% 33
North West -56 26 £67,500 +12.50% 37
West Midlands +11 20 £56,250 +7.14% 13
Scotland -30 20 £90,000 +5.57% 10
Yorkshire -36 19 £41,250 -48.44% 13
East Midlands -36 13 £100,000 +122.22% 9
East of England -104 11 £60,000 -9.42% 10
North East -21 5 £47,500 -37.09% 6
Northern Ireland - 2 £82,500 - 2
Wales -21 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 (2.23%) CMS
1 9 (2.23%) Palantir Foundry
2 8 (1.99%) Confluence
3 7 (1.74%) Apache Airflow
4 5 (1.24%) Apache
4 5 (1.24%) Apache Spark
5 3 (0.74%) Headless CMS
5 3 (0.74%) Umbraco
6 2 (0.50%) Adobe Experience Manager
6 2 (0.50%) NServiceBus
6 2 (0.50%) SharePoint
7 1 (0.25%) Microsoft Exchange
7 1 (0.25%) nginx
Applications
1 3 (0.74%) 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 (39.70%) AWS
2 147 (36.48%) Azure
3 65 (16.13%) GitHub
4 64 (15.88%) Serverless
5 62 (15.38%) GCP
6 35 (8.68%) AWS Lambda
6 35 (8.68%) GitHub Actions
7 31 (7.69%) SaaS
8 30 (7.44%) Amazon S3
9 29 (7.20%) Azure DevOps
10 19 (4.71%) Amazon SQS
11 13 (3.23%) Entra ID
12 12 (2.98%) Azure App Service
12 12 (2.98%) Dynamics 365
12 12 (2.98%) GitHub Copilot
12 12 (2.98%) PaaS
12 12 (2.98%) Stripe
13 11 (2.73%) AWS CloudFormation
13 11 (2.73%) ChatGPT
13 11 (2.73%) Firebase
Communications & Networking
1 5 (1.24%) Broadband
2 4 (0.99%) SD-WAN
3 3 (0.74%) Firewall
3 3 (0.74%) HTTP
4 2 (0.50%) Network Security
4 2 (0.50%) PuTTY
5 1 (0.25%) AMQP
5 1 (0.25%) LTE
Database & Business Intelligence
1 38 (9.43%) SQL Server
2 29 (7.20%) NoSQL
3 26 (6.45%) Relational Database
4 23 (5.71%) PostgreSQL
5 21 (5.21%) MySQL
6 17 (4.22%) MongoDB
7 12 (2.98%) BigQuery
8 11 (2.73%) Elasticsearch
9 10 (2.48%) Data Warehouse
9 10 (2.48%) DynamoDB
10 7 (1.74%) Amazon RDS
10 7 (1.74%) SQL Server Integration Services
11 4 (0.99%) Data Lake
11 4 (0.99%) Power BI
11 4 (0.99%) Redis
12 3 (0.74%) Azure SQL Database
12 3 (0.74%) SQL Server Analysis Services
13 2 (0.50%) Big Data
13 2 (0.50%) Hadoop
13 2 (0.50%) MariaDB
Development Applications
1 75 (18.61%) Git
2 26 (6.45%) JIRA
3 17 (4.22%) Jenkins
4 15 (3.72%) GitLab
5 9 (2.23%) JUnit
5 9 (2.23%) SonarQube
6 8 (1.99%) Crashlytics
6 8 (1.99%) Cypress.io
6 8 (1.99%) Gradle
6 8 (1.99%) Selenium
6 8 (1.99%) XCTest
7 7 (1.74%) Maven
7 7 (1.74%) Storybook
8 6 (1.49%) Mockito
9 4 (0.99%) TestRail
9 4 (0.99%) XCUITest
10 3 (0.74%) TeamCity
10 3 (0.74%) webpack
11 2 (0.50%) Bitbucket
11 2 (0.50%) Zephyr
General
1 162 (40.20%) Social Skills
2 77 (19.11%) Finance
3 35 (8.68%) Analytical Skills
4 25 (6.20%) Law
5 19 (4.71%) Health Technology
6 18 (4.47%) Influencing Skills
7 16 (3.97%) Public Sector
8 15 (3.72%) Inclusion and Diversity
8 15 (3.72%) Organisational Skills
8 15 (3.72%) Tech for Good
9 14 (3.47%) Publishing
10 13 (3.23%) Legal
11 12 (2.98%) Marketing
12 10 (2.48%) 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%) Billing
16 5 (1.24%) Retail
Job Titles
1 168 (41.69%) Developer
2 106 (26.30%) Senior
3 73 (18.11%) Lead
4 60 (14.89%) Software Engineer
5 41 (10.17%) Senior Developer
6 38 (9.43%) Lead Developer
7 25 (6.20%) Python Developer
8 24 (5.96%) Full-Stack Developer
8 24 (5.96%) Software Developer
9 22 (5.46%) React Developer
10 21 (5.21%) .NET Developer
11 19 (4.71%) Senior Software Engineer
12 18 (4.47%) AWS Developer
12 18 (4.47%) Java Developer
13 17 (4.22%) Full-Stack Engineer
14 14 (3.47%) Lead Python Developer
15 12 (2.98%) Engineering Manager
16 11 (2.73%) C# Developer
16 11 (2.73%) Technical Leader
16 11 (2.73%) Test Engineer
Libraries, Frameworks & Software Standards
1 96 (23.82%) React
2 86 (21.34%) .NET
3 82 (20.35%) RESTful
4 60 (14.89%) REST
5 44 (10.92%) CSS
6 43 (10.67%) Spring
7 39 (9.68%) Spring Boot
8 38 (9.43%) HTML
9 35 (8.68%) AngularJS
10 29 (7.20%) Node.js
11 26 (6.45%) .NET Framework
11 26 (6.45%) Django
12 22 (5.46%) Vue
13 20 (4.96%) Entity Framework
14 19 (4.71%) SwiftUI
15 18 (4.47%) Kafka
16 16 (3.97%) UIKit
17 15 (3.72%) .NET Core
17 15 (3.72%) Razor View Engine
18 13 (3.23%) WebSockets
Miscellaneous
1 52 (12.90%) Cloud Native
2 37 (9.18%) Distributed Systems
3 32 (7.94%) Product Ownership
4 28 (6.95%) Onboarding
5 24 (5.96%) Mobile App
6 22 (5.46%) Greenfield Project
7 21 (5.21%) Legacy Systems
8 17 (4.22%) Data Structures
9 15 (3.72%) Algorithms
10 13 (3.23%) Client/Server
10 13 (3.23%) Self-Motivation
11 11 (2.73%) Foreign Exchange (FX)
12 9 (2.23%) Analytical Mindset
12 9 (2.23%) Enterprise Software
13 8 (1.99%) NHS
13 8 (1.99%) Private Cloud
14 7 (1.74%) Distributed Architecture
15 5 (1.24%) Low-Code
16 4 (0.99%) Public Cloud
16 4 (0.99%) Virtual Team
Operating Systems
1 27 (6.70%) Linux
2 19 (4.71%) Apple iOS
3 12 (2.98%) Android
4 1 (0.25%) Windows
Processes & Methodologies
1 196 (48.64%) CI/CD
2 170 (42.18%) Agile
3 145 (35.98%) Continuous Improvement
4 137 (34.00%) Software Engineering
5 121 (30.02%) DevOps
6 119 (29.53%) Mentoring
6 119 (29.53%) Problem-Solving
7 108 (26.80%) Test Automation
8 92 (22.83%) Microservices
9 86 (21.34%) Full-Stack Development
10 82 (20.35%) AI
11 78 (19.35%) User Experience
12 70 (17.37%) Computer Science
13 60 (14.89%) Containerisation
14 56 (13.90%) Coaching
15 55 (13.65%) Scrum
16 51 (12.66%) Clean Code
17 50 (12.41%) Roadmaps
18 46 (11.41%) Technical Leadership
19 45 (11.17%) Design Patterns
Programming Languages
1 145 (35.98%) Python
2 103 (25.56%) JavaScript
3 87 (21.59%) Java
4 81 (20.10%) TypeScript
5 61 (15.14%) SQL
6 56 (13.90%) C#
7 23 (5.71%) C++
8 22 (5.46%) Kotlin
9 18 (4.47%) Swift
10 16 (3.97%) Rust
11 12 (2.98%) C
11 12 (2.98%) PHP
12 10 (2.48%) Bash
13 9 (2.23%) 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%) Shell Script
16 2 (0.50%) T-SQL
Qualifications
1 86 (21.34%) Degree
2 67 (16.63%) Computer Science Degree
3 23 (5.71%) Security Cleared
4 20 (4.96%) Master's Degree
5 11 (2.73%) SC Cleared
6 7 (1.74%) DV Cleared
7 4 (0.99%) ISTQB
8 3 (0.74%) Azure Certification
8 3 (0.74%) 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
1 113 (28.04%) QA
2 16 (3.97%) Software Quality Assurance
3 15 (3.72%) Accessibility
4 9 (2.23%) SLA
5 8 (1.99%) Data Quality
6 4 (0.99%) PCI DSS
6 4 (0.99%) WCAG
7 3 (0.74%) ISO 9001
7 3 (0.74%) ISO/IEC 27001
8 2 (0.50%) GDPR
8 2 (0.50%) PSD2
System Software
1 82 (20.35%) Docker
2 12 (2.98%) Hyper-V
2 12 (2.98%) KVM
2 12 (2.98%) VMware Infrastructure
3 11 (2.73%) Active Directory
4 4 (0.99%) Virtual Machines
5 3 (0.74%) Firmware
Systems Management
1 66 (16.38%) Kubernetes
2 43 (10.67%) Terraform
3 21 (5.21%) Grafana
4 20 (4.96%) Prometheus
5 9 (2.23%) Single Sign-On
6 4 (0.99%) 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 37 (9.18%) Microsoft
2 19 (4.71%) Google
3 16 (3.97%) VMware
4 13 (3.23%) Foundry
5 10 (2.48%) Palantir
6 9 (2.23%) Salesforce
7 8 (1.99%) Amplitude
8 6 (1.49%) Solace
9 5 (1.24%) Oracle
10 4 (0.99%) Cisco
10 4 (0.99%) F5
10 4 (0.99%) Palo Alto
11 3 (0.74%) EMC
11 3 (0.74%) OpenAI
11 3 (0.74%) Salesforce Marketing Cloud
12 2 (0.50%) Adobe
12 2 (0.50%) HubSpot
12 2 (0.50%) PayPal
12 2 (0.50%) SAP
12 2 (0.50%) Splunk