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 vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 281 279 352
Rank change year-on-year -2 +73 -107
Permanent jobs citing Code Quality 511 771 524
As % of all permanent jobs advertised in the UK 1.04% 0.99% 0.86%
As % of the Processes & Methodologies category 1.17% 1.22% 0.91%
Number of salaries quoted 341 392 367
10th Percentile £40,750 £39,513 £42,500
25th Percentile £55,000 £53,750 £50,000
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - -7.14%
75th Percentile £83,750 £85,000 £85,000
90th Percentile £120,000 £95,000 £100,000
UK excluding London median annual salary £60,000 £65,000 £55,000
% change year-on-year -7.69% +18.18% -12.00%

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 43,797 63,176 57,561
As % of all permanent jobs advertised in the UK 88.73% 81.14% 94.37%
Number of salaries quoted 24,693 35,881 43,260
10th Percentile £28,500 £32,000 £32,750
25th Percentile £36,250 £42,500 £45,000
Median annual salary (50th Percentile) £55,000 £57,500 £60,000
Median % change year-on-year -4.35% -4.17% -
75th Percentile £75,000 £77,500 £80,000
90th Percentile £96,250 £95,000 £100,000
UK excluding London median annual salary £47,500 £52,500 £54,000
% change year-on-year -9.52% -2.78% +2.86%

Code Quality
Job Vacancy Trend

Job postings citing Code Quality as a proportion of all IT jobs advertised.

Job vacancy trend for Code Quality 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 September 2025.

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 September 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 -13 454 £70,000 +1.45% 318
London +92 248 £80,000 +6.67% 162
UK excluding London -81 234 £60,000 -7.69% 217
Work from Home -19 205 £65,000 - 182
North of England -2 87 £55,000 -2.22% 52
South East -37 64 £80,000 - 79
North West -21 63 £55,000 +15.79% 33
Midlands -32 29 £60,000 +20.00% 20
Scotland +53 22 £100,000 +53.85% 16
West Midlands +32 20 £60,000 +27.66% 9
Yorkshire +11 20 £57,500 -11.54% 13
South West +27 19 £60,000 - 29
East Midlands -35 9 £48,750 -17.02% 11
East of England -14 7 £60,000 +9.09% 18
North East +16 6 £65,000 +8.33% 8
Northern Ireland +11 6 £55,000 -15.38% 2
Wales +15 4 £57,500 -11.54% 3

Code Quality
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (2.35%) CMS
2 11 (2.15%) SharePoint
3 10 (1.96%) Apache Airflow
4 9 (1.76%) nginx
4 9 (1.76%) Tomcat
5 8 (1.57%) Confluence
6 7 (1.37%) Headless CMS
7 6 (1.17%) Apache
8 4 (0.78%) Camunda
8 4 (0.78%) Liferay
9 3 (0.59%) Apache Spark
10 2 (0.39%) Umbraco
11 1 (0.20%) Luigi
11 1 (0.20%) Mule
11 1 (0.20%) Oracle Coherence
11 1 (0.20%) Oracle SOA Suite
11 1 (0.20%) Strapi
11 1 (0.20%) WordPress
Applications
1 15 (2.94%) Microsoft Office
2 4 (0.78%) Trello
3 1 (0.20%) Chatbot
3 1 (0.20%) MS Visio
Business Applications
1 5 (0.98%) Dynamics CRM
2 4 (0.78%) Salesforce CRM
3 3 (0.59%) Elite 3E
4 2 (0.39%) Endur
4 2 (0.39%) Payment Gateway
5 1 (0.20%) SAP EWM
5 1 (0.20%) Shopify
Cloud Services
1 163 (31.90%) Azure
2 148 (28.96%) AWS
3 64 (12.52%) Serverless
4 54 (10.57%) Azure DevOps
5 49 (9.59%) GitHub
6 44 (8.61%) GCP
7 35 (6.85%) SaaS
8 29 (5.68%) Azure Service Bus
9 28 (5.48%) Power Platform
10 27 (5.28%) Azure Cosmos DB
11 22 (4.31%) Amazon SQS
11 22 (4.31%) AWS Lambda
11 22 (4.31%) Snowflake
12 19 (3.72%) GitHub Actions
13 18 (3.52%) Amazon S3
14 17 (3.33%) Fivetran
15 16 (3.13%) Figma
15 16 (3.13%) SonarCloud
16 15 (2.94%) Azure App Service
16 15 (2.94%) PaaS
Communications & Networking
1 6 (1.17%) HTTP
2 3 (0.59%) MQTT
3 2 (0.39%) Bluetooth
3 2 (0.39%) Broadband
3 2 (0.39%) Ethernet
3 2 (0.39%) Internet
3 2 (0.39%) LoRaWAN
3 2 (0.39%) 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 61 (11.94%) NoSQL
1 61 (11.94%) SQL Server
2 55 (10.76%) PostgreSQL
3 51 (9.98%) MongoDB
4 32 (6.26%) MySQL
5 24 (4.70%) Elasticsearch
6 22 (4.31%) Relational Database
7 19 (3.72%) Power BI
8 17 (3.33%) Looker
8 17 (3.33%) Tableau
9 14 (2.74%) Amazon Aurora
10 13 (2.54%) Amazon RDS
11 12 (2.35%) DynamoDB
12 11 (2.15%) DB2
13 10 (1.96%) Redis
14 4 (0.78%) GIS
15 3 (0.59%) Azure SQL Database
15 3 (0.59%) SQL Server Integration Services
16 2 (0.39%) Apache Cassandra
16 2 (0.39%) Oracle Database
Development Applications
1 109 (21.33%) Git
2 46 (9.00%) JIRA
3 34 (6.65%) Jenkins
4 30 (5.87%) Selenium
5 24 (4.70%) JUnit
6 23 (4.50%) Vite
7 20 (3.91%) Cypress.io
7 20 (3.91%) GitLab
7 20 (3.91%) SonarQube
7 20 (3.91%) Visual Studio
8 19 (3.72%) Bitbucket
8 19 (3.72%) Postman
8 19 (3.72%) Team Foundation Server
9 17 (3.33%) Cucumber
9 17 (3.33%) Octopus Deploy
10 16 (3.13%) MSBuild
11 13 (2.54%) Maven
11 13 (2.54%) webpack
12 12 (2.35%) Mockito
12 12 (2.35%) TestNG
General
1 225 (44.03%) Social Skills
2 148 (28.96%) Finance
3 70 (13.70%) Law
4 54 (10.57%) Inclusion and Diversity
5 37 (7.24%) Analytical Skills
6 33 (6.46%) Public Sector
7 31 (6.07%) Marketing
8 30 (5.87%) Banking
9 20 (3.91%) Retail
10 18 (3.52%) Billing
11 17 (3.33%) Advertising
11 17 (3.33%) French Language
12 13 (2.54%) Manufacturing
13 10 (1.96%) Legal
14 8 (1.57%) Financial Institution
14 8 (1.57%) Games
14 8 (1.57%) Health Technology
14 8 (1.57%) iGaming
14 8 (1.57%) Organisational Skills
15 6 (1.17%) Front Office
Job Titles
1 191 (37.38%) Developer
2 147 (28.77%) Senior
3 91 (17.81%) Lead
4 85 (16.63%) Software Engineer
5 55 (10.76%) Senior Developer
6 39 (7.63%) Java Engineer
7 36 (7.05%) Full-Stack Engineer
8 33 (6.46%) Analyst
9 32 (6.26%) Software Developer
10 26 (5.09%) Full-Stack Developer
10 26 (5.09%) Lead Developer
11 25 (4.89%) Architect
11 25 (4.89%) Java Software Engineer
12 23 (4.50%) JavaScript Developer
13 21 (4.11%) Senior Software Engineer
14 19 (3.72%) Senior Full-Stack Engineer
15 18 (3.52%) Technical Architect
16 17 (3.33%) Engineering Manager
16 17 (3.33%) Senior Analyst
17 16 (3.13%) Backend Developer
Libraries, Frameworks & Software Standards
1 134 (26.22%) React
2 112 (21.92%) .NET
3 98 (19.18%) HTML
4 94 (18.40%) CSS
5 90 (17.61%) RESTful
6 89 (17.42%) REST
7 59 (11.55%) Spring
8 53 (10.37%) Spring Boot
9 48 (9.39%) AngularJS
9 48 (9.39%) Kafka
10 39 (7.63%) Node.js
11 36 (7.05%) Next.js
12 34 (6.65%) Vue
13 33 (6.46%) Bootstrap
14 32 (6.26%) .NET Framework
14 32 (6.26%) JSON
15 30 (5.87%) ASP.NET
15 30 (5.87%) HTML5
16 27 (5.28%) gRPC
17 24 (4.70%) GraphQL
Miscellaneous
1 52 (10.18%) Cloud Native
2 33 (6.46%) Onboarding
3 32 (6.26%) Algorithms
3 32 (6.26%) Product Ownership
4 27 (5.28%) Mobile App
5 19 (3.72%) Legacy Systems
6 17 (3.33%) Data Structures
7 13 (2.54%) Distributed Systems
7 13 (2.54%) e-Learning
8 11 (2.15%) Hybrid Cloud
8 11 (2.15%) Self-Motivation
9 8 (1.57%) Life Science
9 8 (1.57%) Management Information System
9 8 (1.57%) Virtual Team
10 7 (1.37%) Foreign Exchange (FX)
10 7 (1.37%) Mobile Games
10 7 (1.37%) Public Cloud
11 6 (1.17%) Enterprise Software
11 6 (1.17%) IoT
11 6 (1.17%) Wiki
Operating Systems
1 31 (6.07%) Windows
2 27 (5.28%) Linux
3 24 (4.70%) Apple iOS
4 20 (3.91%) Android
5 3 (0.59%) Unix
6 1 (0.20%) Embedded Linux
6 1 (0.20%) VMS
Processes & Methodologies
1 286 (55.97%) Agile
2 196 (38.36%) CI/CD
3 193 (37.77%) Problem-Solving
4 161 (31.51%) Software Engineering
5 155 (30.33%) DevOps
6 149 (29.16%) Microservices
7 128 (25.05%) Continuous Improvement
8 121 (23.68%) Mentoring
9 114 (22.31%) Test Automation
10 108 (21.14%) Full-Stack Development
11 92 (18.00%) User Experience
12 87 (17.03%) Artificial Intelligence
13 71 (13.89%) Clean Code
14 70 (13.70%) Design Patterns
15 65 (12.72%) Front End Development
16 58 (11.35%) Containerisation
16 58 (11.35%) Scrum
16 58 (11.35%) SDLC
17 56 (10.96%) Computer Science
18 53 (10.37%) TDD
Programming Languages
1 159 (31.12%) JavaScript
2 150 (29.35%) SQL
3 126 (24.66%) Java
4 108 (21.14%) TypeScript
5 106 (20.74%) C#
6 91 (17.81%) Python
7 19 (3.72%) C++
8 15 (2.94%) Kotlin
8 15 (2.94%) PHP
9 12 (2.35%) Bicep
10 10 (1.96%) Swift
11 9 (1.76%) Go
12 7 (1.37%) Groovy
12 7 (1.37%) Scala
13 5 (0.98%) Shell Script
14 4 (0.78%) C
14 4 (0.78%) Objective-C
14 4 (0.78%) Ruby
15 3 (0.59%) Apex Code
15 3 (0.59%) Bash
Qualifications
1 85 (16.63%) Degree
2 48 (9.39%) Computer Science Degree
3 28 (5.48%) Security Cleared
4 23 (4.50%) ISTQB
5 22 (4.31%) SC Cleared
6 14 (2.74%) Master's Degree
7 11 (2.15%) ISEB
8 5 (0.98%) AWS Certification
8 5 (0.98%) AWS Certified Developer
8 5 (0.98%) AWS Certified Solutions Architect
9 3 (0.59%) DV Cleared
10 2 (0.39%) Azure Certification
10 2 (0.39%) DBS Check
10 2 (0.39%) Microsoft Certification
11 1 (0.20%) ISTQB Foundation Certification
11 1 (0.20%) MCSD
11 1 (0.20%) PhD
Quality Assurance & Compliance
1 80 (15.66%) QA
2 29 (5.68%) Accessibility
3 21 (4.11%) Software Quality Assurance
4 18 (3.52%) GDPR
5 9 (1.76%) WCAG
6 3 (0.59%) ISO 9001
7 2 (0.39%) AQAP
7 2 (0.39%) HL7
7 2 (0.39%) JTAG
7 2 (0.39%) SNOMED CT
8 1 (0.20%) California Consumer Privacy Act
8 1 (0.20%) Data Quality
8 1 (0.20%) GRC
8 1 (0.20%) PCI DSS
8 1 (0.20%) PMO
8 1 (0.20%) PSD2
System Software
1 103 (20.16%) Docker
2 10 (1.96%) Active Directory
3 3 (0.59%) Firmware
4 2 (0.39%) Embedded Firmware
4 2 (0.39%) vCloud
5 1 (0.20%) Virtual Machines
Systems Management
1 77 (15.07%) Kubernetes
2 32 (6.26%) Terraform
3 11 (2.15%) Ansible
4 9 (1.76%) Packer
5 8 (1.57%) Kustomize
6 6 (1.17%) Grafana
7 5 (0.98%) Prometheus
8 2 (0.39%) Docker Swarm
8 2 (0.39%) Rundeck
9 1 (0.20%) Progress Chef
9 1 (0.20%) Puppet
9 1 (0.20%) Single Sign-On
Vendors
1 65 (12.72%) Microsoft
2 19 (3.72%) Red Hat
3 18 (3.52%) Guidewire
4 12 (2.35%) Google
4 12 (2.35%) IBM
5 11 (2.15%) Oracle
5 11 (2.15%) Salesforce
6 4 (0.78%) Bloomberg
6 4 (0.78%) Databricks
6 4 (0.78%) SAP
7 3 (0.59%) iManage
8 2 (0.39%) CA Agile Central
8 2 (0.39%) Dynatrace
8 2 (0.39%) NVIDIA
8 2 (0.39%) OpenAI
8 2 (0.39%) Salesforce Marketing Cloud
8 2 (0.39%) ServiceNow
8 2 (0.39%) Splunk
8 2 (0.39%) VMware
9 1 (0.20%) ForgeRock