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 30 December 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 302 255 311
Rank change year-on-year -47 +56 -12
Permanent jobs citing Code Quality 417 652 508
As % of all permanent jobs in the UK 0.70% 1.18% 0.99%
As % of the Processes & Methodologies category 0.86% 1.31% 1.08%
Number of salaries quoted 297 391 401
10th Percentile £47,500 £42,500 £45,000
25th Percentile £56,250 £57,500 £51,250
Median annual salary (50th Percentile) £76,000 £75,000 £65,000
Median % change year-on-year +1.33% +15.38% -7.14%
75th Percentile £90,000 £85,000 £85,000
90th Percentile £116,000 £95,000 £98,750
UK excluding London median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% -1.71%

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 48,662 49,693 47,075
As % of all permanent jobs advertised in the UK 82.06% 89.92% 91.48%
Number of salaries quoted 28,549 24,753 35,968
10th Percentile £28,500 £35,000 £31,750
25th Percentile £36,565 £45,000 £42,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £80,000
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -3.83%

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 30 December 2025.

Salary histogram for Code Quality in the UK

Code Quality
Top 16 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 30 December 2025. 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 -32 385 £75,500 +0.67% 1,726
London +45 224 £80,000 +5.26% 250
Work from Home -28 204 £75,000 - 769
UK excluding London -111 169 £57,500 -11.54% 1,640
North of England +13 65 £55,000 - 338
South East -87 38 £70,000 -12.50% 394
Yorkshire +14 29 £52,500 -8.70% 152
North West +8 29 £55,000 - 162
Midlands +5 24 £57,500 -2.13% 312
West Midlands +21 19 £57,500 -11.54% 156
South West -20 19 £52,500 -4.55% 202
Scotland -3 14 - - 103
East of England +20 10 £60,000 -14.29% 247
North East +7 9 £65,000 +8.33% 24
East Midlands -30 5 £60,000 +4.35% 134
Northern Ireland -10 1 £82,500 +24.53% 21

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%) Apache Airflow
2 6 (1.44%) Apache
2 6 (1.44%) Apache Spark
3 5 (1.20%) SharePoint
4 4 (0.96%) Camunda
4 4 (0.96%) CMS
5 2 (0.48%) Confluence
5 2 (0.48%) Headless CMS
5 2 (0.48%) Umbraco
6 1 (0.24%) Adobe Experience Manager
6 1 (0.24%) Luigi
6 1 (0.24%) Microsoft Exchange
6 1 (0.24%) NServiceBus
Applications
1 12 (2.88%) Microsoft Office
Business Applications
1 3 (0.72%) Dynamics CRM
1 3 (0.72%) Elite 3E
2 2 (0.48%) Dynamics NAV
3 1 (0.24%) Endur
3 1 (0.24%) Payment Gateway
3 1 (0.24%) Shopify
3 1 (0.24%) Temenos T24
Cloud Services
1 138 (33.09%) Azure
2 125 (29.98%) AWS
3 66 (15.83%) GitHub
3 66 (15.83%) Serverless
4 43 (10.31%) Azure DevOps
5 37 (8.87%) GCP
6 34 (8.15%) Amazon S3
6 34 (8.15%) SaaS
7 33 (7.91%) GitHub Actions
8 32 (7.67%) AWS Lambda
9 29 (6.95%) Power Platform
10 22 (5.28%) Amazon SQS
10 22 (5.28%) Snowflake
11 18 (4.32%) Azure App Service
11 18 (4.32%) PaaS
12 17 (4.08%) Fivetran
12 17 (4.08%) GitHub Copilot
13 15 (3.60%) Entra ID
14 14 (3.36%) Datadog
15 13 (3.12%) ChatGPT
Communications & Networking
1 4 (0.96%) HTTP
1 4 (0.96%) SD-WAN
2 3 (0.72%) Firewall
3 2 (0.48%) Broadband
4 1 (0.24%) AMQP
4 1 (0.24%) HTTPS
4 1 (0.24%) MQTT
4 1 (0.24%) PuTTY
4 1 (0.24%) TCP/IP
Database & Business Intelligence
1 67 (16.07%) SQL Server
2 35 (8.39%) NoSQL
3 34 (8.15%) Relational Database
4 26 (6.24%) PostgreSQL
5 22 (5.28%) Power BI
6 21 (5.04%) MongoDB
7 20 (4.80%) MySQL
8 17 (4.08%) Looker
8 17 (4.08%) Tableau
9 11 (2.64%) DynamoDB
10 10 (2.40%) SQL Server Integration Services
11 5 (1.20%) BigQuery
12 4 (0.96%) Data Lake
12 4 (0.96%) Data Warehouse
12 4 (0.96%) Elasticsearch
12 4 (0.96%) Redis
13 3 (0.72%) Hadoop
13 3 (0.72%) SQL Server Analysis Services
14 2 (0.48%) Amazon Athena
14 2 (0.48%) Big Data
Development Applications
1 83 (19.90%) Git
2 25 (6.00%) JIRA
3 21 (5.04%) Jenkins
4 17 (4.08%) GitLab
5 14 (3.36%) SonarQube
6 12 (2.88%) Cypress.io
7 11 (2.64%) Bitbucket
8 10 (2.40%) Selenium
9 9 (2.16%) JUnit
10 7 (1.68%) Vite
11 5 (1.20%) JMeter
11 5 (1.20%) Maven
11 5 (1.20%) Sonatype Nexus
11 5 (1.20%) Team Foundation Server
12 4 (0.96%) Mockito
12 4 (0.96%) NUnit
12 4 (0.96%) Postman
12 4 (0.96%) webpack
13 3 (0.72%) MSTest
13 3 (0.72%) TestRail
General
1 199 (47.72%) Social Skills
2 81 (19.42%) Finance
3 49 (11.75%) Law
4 29 (6.95%) Analytical Skills
5 18 (4.32%) Influencing Skills
5 18 (4.32%) Organisational Skills
6 17 (4.08%) Advertising
6 17 (4.08%) French Language
6 17 (4.08%) Health Technology
7 16 (3.84%) Legal
8 15 (3.60%) Billing
8 15 (3.60%) Publishing
8 15 (3.60%) Tech for Good
9 11 (2.64%) Public Sector
10 8 (1.92%) Banking
10 8 (1.92%) Inclusion and Diversity
10 8 (1.92%) Marketing
11 6 (1.44%) Manufacturing
11 6 (1.44%) Telecoms
12 5 (1.20%) Retail
Job Titles
1 190 (45.56%) Developer
2 122 (29.26%) Senior
3 87 (20.86%) Lead
4 45 (10.79%) Senior Developer
5 43 (10.31%) Lead Developer
6 41 (9.83%) Software Engineer
7 40 (9.59%) Software Developer
8 31 (7.43%) Analyst
9 26 (6.24%) Full-Stack Developer
10 25 (6.00%) Python Developer
11 23 (5.52%) React Developer
12 22 (5.28%) .NET Developer
13 19 (4.56%) Backend Developer
14 17 (4.08%) AWS Developer
14 17 (4.08%) Senior Analyst
15 16 (3.84%) Full-Stack Engineer
16 15 (3.60%) Java Developer
16 15 (3.60%) Lead Python Developer
17 14 (3.36%) Technical Leader
17 14 (3.36%) Test Analyst
Libraries, Frameworks & Software Standards
1 111 (26.62%) React
2 104 (24.94%) .NET
3 89 (21.34%) RESTful
4 65 (15.59%) REST
5 55 (13.19%) CSS
6 51 (12.23%) HTML
7 43 (10.31%) AngularJS
7 43 (10.31%) Spring
8 37 (8.87%) Spring Boot
9 34 (8.15%) .NET Framework
10 27 (6.47%) Entity Framework
10 27 (6.47%) Vue
11 24 (5.76%) Next.js
12 23 (5.52%) Django
12 23 (5.52%) Node.js
13 22 (5.28%) .NET Core
14 20 (4.80%) Kafka
15 17 (4.08%) ASP.NET Web API
15 17 (4.08%) HTML5
16 16 (3.84%) CSS3
Miscellaneous
1 55 (13.19%) Cloud Native
2 35 (8.39%) Product Ownership
3 32 (7.67%) Onboarding
4 24 (5.76%) Legacy Systems
5 22 (5.28%) Distributed Systems
6 20 (4.80%) Mobile App
7 14 (3.36%) Algorithms
8 13 (3.12%) Data Structures
9 10 (2.40%) Self-Motivation
9 10 (2.40%) Virtual Team
10 8 (1.92%) Enterprise Software
11 7 (1.68%) Private Cloud
12 6 (1.44%) Data Protection Act
12 6 (1.44%) Distributed Architecture
13 5 (1.20%) Greenfield Project
13 5 (1.20%) Low-Code
13 5 (1.20%) Public Cloud
14 4 (0.96%) Foreign Exchange (FX)
15 3 (0.72%) Data Centre
15 3 (0.72%) IoT
Operating Systems
1 15 (3.60%) Android
2 14 (3.36%) Apple iOS
3 12 (2.88%) Windows
4 10 (2.40%) Linux
Processes & Methodologies
1 232 (55.64%) Agile
2 198 (47.48%) CI/CD
3 167 (40.05%) Continuous Improvement
4 145 (34.77%) Problem-Solving
5 134 (32.13%) DevOps
6 126 (30.22%) Mentoring
7 107 (25.66%) Software Engineering
8 99 (23.74%) Microservices
9 97 (23.26%) Full-Stack Development
10 96 (23.02%) AI
11 69 (16.55%) Test Automation
11 69 (16.55%) User Experience
12 67 (16.07%) Scrum
13 55 (13.19%) Computer Science
13 55 (13.19%) Containerisation
13 55 (13.19%) Design Patterns
14 54 (12.95%) Front End Development
15 53 (12.71%) Clean Code
16 51 (12.23%) Technical Leadership
17 46 (11.03%) Coaching
Programming Languages
1 132 (31.65%) Python
2 121 (29.02%) JavaScript
3 100 (23.98%) SQL
4 96 (23.02%) TypeScript
5 85 (20.38%) Java
6 81 (19.42%) C#
7 20 (4.80%) Kotlin
8 13 (3.12%) Swift
9 9 (2.16%) Bash
9 9 (2.16%) C++
9 9 (2.16%) Go
10 8 (1.92%) PHP
10 8 (1.92%) Scala
11 7 (1.68%) Bicep
11 7 (1.68%) PowerShell
12 6 (1.44%) Groovy
13 5 (1.20%) Ruby
14 4 (0.96%) Apex Code
15 3 (0.72%) Elixir
16 2 (0.48%) Rust
Qualifications
1 87 (20.86%) Degree
2 53 (12.71%) Computer Science Degree
3 28 (6.71%) Master's Degree
4 19 (4.56%) Security Cleared
5 17 (4.08%) ISTQB
6 12 (2.88%) SC Cleared
7 8 (1.92%) ISEB
8 7 (1.68%) AWS Certification
9 5 (1.20%) AWS Certified Developer
9 5 (1.20%) AWS Certified Solutions Architect
10 4 (0.96%) Azure Certification
11 3 (0.72%) DV Cleared
11 3 (0.72%) ISTQB Foundation Certification
12 2 (0.48%) MCP
13 1 (0.24%) BPSS Clearance
13 1 (0.24%) DBS Check
13 1 (0.24%) Microsoft Certification
13 1 (0.24%) TOGAF Certification
Quality Assurance & Compliance
1 112 (26.86%) QA
2 22 (5.28%) Accessibility
3 9 (2.16%) Software Quality Assurance
4 8 (1.92%) WCAG
5 4 (0.96%) GDPR
6 3 (0.72%) PCI DSS
6 3 (0.72%) PSD2
6 3 (0.72%) SLA
7 2 (0.48%) Data Quality
7 2 (0.48%) HL7
7 2 (0.48%) SNOMED CT
System Software
1 79 (18.94%) Docker
2 15 (3.60%) Active Directory
Systems Management
1 63 (15.11%) Kubernetes
2 37 (8.87%) Terraform
3 20 (4.80%) Grafana
3 20 (4.80%) Prometheus
4 4 (0.96%) HP Fortify
5 3 (0.72%) Single Sign-On
6 2 (0.48%) Argo
6 2 (0.48%) Nessus
7 1 (0.24%) Ansible
7 1 (0.24%) Progress Chef
7 1 (0.24%) Puppet
Vendors
1 71 (17.03%) Microsoft
2 12 (2.88%) Guidewire
3 11 (2.64%) Google
4 6 (1.44%) Salesforce
5 4 (0.96%) Cisco
5 4 (0.96%) F5
5 4 (0.96%) Foundry
5 4 (0.96%) OpenAI
5 4 (0.96%) Palo Alto
5 4 (0.96%) VMware
6 3 (0.72%) EMC
6 3 (0.72%) iManage
6 3 (0.72%) Palantir
6 3 (0.72%) Salesforce Marketing Cloud
7 2 (0.48%) HubSpot
7 2 (0.48%) Oracle
7 2 (0.48%) SAP
7 2 (0.48%) SendGrid
8 1 (0.24%) ForgeRock
8 1 (0.24%) Solace