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 31 October 2025, with comparisons to the same periods in the previous two years.

6 months to
31 Oct 2025
Same period 2024 Same period 2023
Rank 273 264 332
Rank change year-on-year -9 +68 -85
Permanent jobs citing Code Quality 495 683 498
As % of all permanent jobs in the UK 0.99% 1.00% 0.91%
As % of the Processes & Methodologies category 1.12% 1.22% 0.97%
Number of salaries quoted 323 373 381
10th Percentile £46,900 £45,500 £45,000
25th Percentile £57,500 £57,500 £50,000
Median annual salary (50th Percentile) £75,000 £70,000 £65,000
Median % change year-on-year +7.14% +7.69% -3.70%
75th Percentile £90,000 £85,000 £85,000
90th Percentile £122,500 £95,000 £98,750
UK excluding London median annual salary £60,000 £65,000 £57,500
% change year-on-year -7.69% +13.04% -4.17%

All Process and 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 44,035 56,104 51,333
As % of all permanent jobs advertised in the UK 87.70% 82.53% 93.98%
Number of salaries quoted 25,638 29,737 39,394
10th Percentile £28,250 £33,750 £32,500
25th Percentile £35,750 £45,000 £43,869
Median annual salary (50th Percentile) £54,537 £60,000 £60,000
Median % change year-on-year -9.11% - -
75th Percentile £75,000 £78,750 £80,000
90th Percentile £95,000 £97,500 £97,500
UK excluding London median annual salary £46,750 £54,000 £52,500
% change year-on-year -13.43% +2.86% -

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 31 October 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 31 October 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 +4 454 £75,000 - 391
London +73 266 £80,000 +5.26% 160
Work from Home -50 211 £70,000 +3.70% 227
UK excluding London -80 206 £60,000 -7.69% 310
North of England +6 80 £58,500 -0.43% 53
South East -74 53 £75,000 -6.25% 137
North West -4 48 £63,750 +10.87% 30
Midlands +17 29 £60,000 +2.13% 34
Yorkshire +11 25 £55,000 -4.35% 14
West Midlands +40 21 £60,000 -7.69% 19
Scotland -4 21 £100,000 +53.85% 15
South West -8 13 £65,000 +13.04% 48
East of England +21 11 £60,000 -7.69% 23
North East +17 9 £61,750 -5.00% 9
East Midlands 0 8 £57,500 - 14
Wales +11 3 £57,500 +29.67% 6

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 11 (2.22%) Apache Airflow
2 8 (1.62%) Apache
2 8 (1.62%) CMS
3 7 (1.41%) Confluence
3 7 (1.41%) SharePoint
4 4 (0.81%) Camunda
5 3 (0.61%) Apache Spark
5 3 (0.61%) Headless CMS
6 2 (0.40%) Umbraco
7 1 (0.20%) Luigi
7 1 (0.20%) Microsoft Exchange
7 1 (0.20%) nginx
7 1 (0.20%) WordPress
Applications
1 14 (2.83%) Microsoft Office
Business Applications
1 4 (0.81%) Salesforce CRM
2 3 (0.61%) Elite 3E
3 2 (0.40%) Dynamics CRM
3 2 (0.40%) Dynamics NAV
3 2 (0.40%) Payment Gateway
4 1 (0.20%) Endur
4 1 (0.20%) Shopify
Cloud Services
1 147 (29.70%) Azure
2 132 (26.67%) AWS
3 63 (12.73%) GitHub
4 55 (11.11%) Serverless
5 44 (8.89%) Azure DevOps
6 36 (7.27%) GCP
7 34 (6.87%) SaaS
8 29 (5.86%) Power Platform
9 24 (4.85%) Snowflake
10 23 (4.65%) GitHub Actions
11 19 (3.84%) Amazon S3
11 19 (3.84%) AWS Lambda
12 18 (3.64%) Azure Service Bus
12 18 (3.64%) Fivetran
13 17 (3.43%) Amazon SQS
14 16 (3.23%) Azure Cosmos DB
15 15 (3.03%) Azure App Service
15 15 (3.03%) GitHub Copilot
15 15 (3.03%) PaaS
16 14 (2.83%) Figma
Communications & Networking
1 4 (0.81%) Broadband
1 4 (0.81%) SD-WAN
2 3 (0.61%) Firewall
2 3 (0.61%) HTTP
2 3 (0.61%) MQTT
3 2 (0.40%) Bluetooth
3 2 (0.40%) Ethernet
3 2 (0.40%) Internet
3 2 (0.40%) LoRaWAN
3 2 (0.40%) Modbus
4 1 (0.20%) AMQP
4 1 (0.20%) DNS
4 1 (0.20%) HTTPS
4 1 (0.20%) TCP/IP
4 1 (0.20%) WPA
Database & Business Intelligence
1 69 (13.94%) SQL Server
2 50 (10.10%) NoSQL
3 48 (9.70%) PostgreSQL
4 41 (8.28%) MongoDB
5 35 (7.07%) Relational Database
6 31 (6.26%) MySQL
7 23 (4.65%) Power BI
8 18 (3.64%) Looker
8 18 (3.64%) Tableau
9 12 (2.42%) DynamoDB
10 11 (2.22%) DB2
11 9 (1.82%) Elasticsearch
12 8 (1.62%) Redis
12 8 (1.62%) SQL Server Integration Services
13 6 (1.21%) Amazon Aurora
14 3 (0.61%) Azure SQL Database
14 3 (0.61%) Data Lake
14 3 (0.61%) SQL Server Analysis Services
15 2 (0.40%) Apache Cassandra
15 2 (0.40%) BigQuery
Development Applications
1 104 (21.01%) Git
2 32 (6.46%) JIRA
3 24 (4.85%) Vite
4 22 (4.44%) Jenkins
5 19 (3.84%) Cypress.io
6 18 (3.64%) Selenium
7 17 (3.43%) GitLab
8 15 (3.03%) webpack
9 12 (2.42%) Team Foundation Server
10 11 (2.22%) SonarQube
10 11 (2.22%) Visual Studio
11 10 (2.02%) Bitbucket
11 10 (2.02%) JUnit
12 9 (1.82%) Octopus Deploy
13 8 (1.62%) Cucumber
13 8 (1.62%) MSBuild
14 6 (1.21%) git-flow
15 5 (1.01%) JMeter
15 5 (1.01%) Postman
15 5 (1.01%) Sonatype Nexus
General
1 220 (44.44%) Social Skills
2 124 (25.05%) Finance
3 84 (16.97%) Law
4 61 (12.32%) Inclusion and Diversity
5 34 (6.87%) Marketing
6 32 (6.46%) Analytical Skills
7 29 (5.86%) Banking
8 23 (4.65%) Public Sector
9 21 (4.24%) Billing
10 18 (3.64%) Advertising
10 18 (3.64%) French Language
11 16 (3.23%) Legal
12 13 (2.63%) Retail
13 9 (1.82%) Health Technology
13 9 (1.82%) Organisational Skills
14 7 (1.41%) Influencing Skills
14 7 (1.41%) Manufacturing
14 7 (1.41%) Publishing
15 6 (1.21%) Front Office
16 5 (1.01%) Games
Job Titles
1 216 (43.64%) Developer
2 149 (30.10%) Senior
3 92 (18.59%) Lead
4 75 (15.15%) Software Engineer
5 61 (12.32%) Senior Developer
6 41 (8.28%) Software Developer
7 34 (6.87%) Analyst
8 32 (6.46%) Lead Developer
9 31 (6.26%) Full-Stack Engineer
10 30 (6.06%) Full-Stack Developer
11 22 (4.44%) Java Engineer
12 20 (4.04%) Backend Developer
12 20 (4.04%) React Developer
13 19 (3.84%) Lead Software Engineer
13 19 (3.84%) Python Developer
13 19 (3.84%) Senior Software Engineer
14 18 (3.64%) .NET Developer
14 18 (3.64%) Senior Analyst
15 17 (3.43%) Architect
15 17 (3.43%) Java Developer
Libraries, Frameworks & Software Standards
1 149 (30.10%) React
2 111 (22.42%) .NET
3 87 (17.58%) RESTful
4 79 (15.96%) CSS
5 78 (15.76%) REST
6 75 (15.15%) HTML
7 49 (9.90%) Spring
8 47 (9.49%) AngularJS
9 45 (9.09%) Spring Boot
10 37 (7.47%) Next.js
11 34 (6.87%) Kafka
11 34 (6.87%) Vue
12 32 (6.46%) .NET Framework
13 27 (5.45%) Node.js
14 24 (4.85%) .NET Core
15 23 (4.65%) Bootstrap
15 23 (4.65%) Entity Framework
16 22 (4.44%) ASP.NET
16 22 (4.44%) Jest
17 20 (4.04%) GraphQL
Miscellaneous
1 46 (9.29%) Cloud Native
2 34 (6.87%) Algorithms
3 32 (6.46%) Onboarding
4 31 (6.26%) Product Ownership
5 26 (5.25%) Legacy Systems
5 26 (5.25%) Mobile App
6 22 (4.44%) Data Structures
7 13 (2.63%) e-Learning
8 12 (2.42%) Distributed Systems
8 12 (2.42%) Self-Motivation
9 11 (2.22%) Hybrid Cloud
9 11 (2.22%) Virtual Team
10 8 (1.62%) Management Information System
10 8 (1.62%) Public Cloud
11 7 (1.41%) Data Protection Act
11 7 (1.41%) Distributed Architecture
12 6 (1.21%) Derivative
12 6 (1.21%) Enterprise Software
12 6 (1.21%) Foreign Exchange (FX)
12 6 (1.21%) Wiki
Operating Systems
1 30 (6.06%) Windows
2 29 (5.86%) Apple iOS
3 25 (5.05%) Android
4 24 (4.85%) Linux
5 1 (0.20%) Unix
Processes & Methodologies
1 275 (55.56%) Agile
2 205 (41.41%) CI/CD
3 176 (35.56%) Problem-Solving
4 156 (31.52%) Software Engineering
5 155 (31.31%) Continuous Improvement
6 133 (26.87%) DevOps
7 129 (26.06%) Mentoring
8 126 (25.45%) Microservices
9 113 (22.83%) Full-Stack Development
10 106 (21.41%) AI
11 93 (18.79%) User Experience
12 86 (17.37%) Test Automation
13 78 (15.76%) Clean Code
14 65 (13.13%) Design Patterns
15 63 (12.73%) Front End Development
16 59 (11.92%) Containerisation
17 56 (11.31%) SDLC
18 54 (10.91%) Scrum
19 50 (10.10%) Technical Leadership
20 47 (9.49%) Fintech
Programming Languages
1 143 (28.89%) JavaScript
2 125 (25.25%) SQL
3 114 (23.03%) Java
3 114 (23.03%) Python
4 112 (22.63%) TypeScript
5 103 (20.81%) C#
6 23 (4.65%) Kotlin
7 15 (3.03%) C++
7 15 (3.03%) Swift
8 12 (2.42%) PHP
9 9 (1.82%) Bicep
9 9 (1.82%) Scala
10 7 (1.41%) Go
11 5 (1.01%) Apex Code
11 5 (1.01%) Groovy
11 5 (1.01%) PowerShell
11 5 (1.01%) Ruby
12 4 (0.81%) Bash
12 4 (0.81%) Objective-C
13 3 (0.61%) Elixir
Qualifications
1 77 (15.56%) Degree
2 43 (8.69%) Computer Science Degree
3 21 (4.24%) Master's Degree
3 21 (4.24%) Security Cleared
4 19 (3.84%) ISTQB
5 16 (3.23%) SC Cleared
6 11 (2.22%) ISEB
7 7 (1.41%) AWS Certification
8 5 (1.01%) AWS Certified Developer
8 5 (1.01%) AWS Certified Solutions Architect
9 3 (0.61%) DV Cleared
10 2 (0.40%) MCP
11 1 (0.20%) Azure Certification
11 1 (0.20%) DBS Check
11 1 (0.20%) ISTQB Foundation Certification
11 1 (0.20%) Microsoft Certification
Quality Assurance & Compliance
1 83 (16.77%) QA
2 31 (6.26%) Accessibility
3 16 (3.23%) Software Quality Assurance
4 12 (2.42%) GDPR
5 11 (2.22%) WCAG
6 3 (0.61%) ISO 9001
6 3 (0.61%) PCI DSS
6 3 (0.61%) PSD2
7 2 (0.40%) AQAP
7 2 (0.40%) HL7
7 2 (0.40%) JTAG
7 2 (0.40%) SNOMED CT
8 1 (0.20%) California Consumer Privacy Act
8 1 (0.20%) GRC
8 1 (0.20%) PMO
8 1 (0.20%) SLA
System Software
1 89 (17.98%) Docker
2 10 (2.02%) Active Directory
3 2 (0.40%) Embedded Firmware
3 2 (0.40%) Firmware
3 2 (0.40%) vCloud
Systems Management
1 73 (14.75%) Kubernetes
2 27 (5.45%) Terraform
3 9 (1.82%) Grafana
4 8 (1.62%) Prometheus
5 3 (0.61%) Ansible
6 2 (0.40%) Docker Swarm
6 2 (0.40%) Rundeck
7 1 (0.20%) Argo
7 1 (0.20%) Nessus
7 1 (0.20%) Progress Chef
7 1 (0.20%) Puppet
7 1 (0.20%) Single Sign-On
Vendors
1 68 (13.74%) Microsoft
2 20 (4.04%) Guidewire
3 12 (2.42%) Red Hat
3 12 (2.42%) Salesforce
4 11 (2.22%) IBM
5 9 (1.82%) Google
6 6 (1.21%) VMware
7 4 (0.81%) Cisco
7 4 (0.81%) F5
7 4 (0.81%) OpenAI
7 4 (0.81%) Oracle
7 4 (0.81%) Palo Alto
7 4 (0.81%) Salesforce Marketing Cloud
8 3 (0.61%) Databricks
8 3 (0.61%) EMC
8 3 (0.61%) iManage
8 3 (0.61%) SAP
9 2 (0.40%) Foundry
9 2 (0.40%) HubSpot
9 2 (0.40%) NVIDIA