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

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 335 210 293
Rank change year-on-year -125 +83 +46
Permanent jobs citing Code Quality 391 656 821
As % of all permanent jobs in the UK 0.54% 1.50% 0.98%
As % of the Processes & Methodologies category 0.69% 1.60% 1.12%
Number of salaries quoted 267 508 674
10th Percentile £45,000 £43,750 £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 £93,125 £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 56,972 41,045 73,238
As % of all permanent jobs advertised in the UK 78.05% 93.61% 87.51%
Number of salaries quoted 34,330 22,188 55,854
10th Percentile £29,750 £32,500 £29,000
25th Percentile £40,000 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.31%
75th Percentile £77,419 £80,000 £73,750
90th Percentile £97,500 £102,500 £94,500
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.90%

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 11 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 11 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 -136 346 £75,000 +13.20% 252
London +3 180 £82,500 +8.55% 75
Work from Home -92 178 £75,000 +13.20% 186
UK excluding London -187 177 £60,000 -9.39% 176
North of England -69 49 £62,500 -3.85% 56
South East -85 41 £65,000 -18.75% 43
South West -23 29 £50,000 -12.96% 29
Midlands -26 27 £60,000 +26.32% 26
North West -53 23 £67,500 +17.39% 31
Yorkshire -36 20 £55,000 -31.25% 20
West Midlands -6 18 £58,750 +11.90% 13
Scotland -28 17 £90,000 +5.57% 6
East of England -98 11 £60,000 -9.42% 14
East Midlands -43 9 £95,000 +111.11% 13
North East -14 6 £61,750 -18.21% 5
Northern Ireland - 2 £82,500 - 2
Wales -14 1 £37,500 -15.43% 5

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 (2.30%) Palantir Foundry
2 8 (2.05%) Apache Airflow
3 7 (1.79%) CMS
3 7 (1.79%) Confluence
4 6 (1.53%) Apache Spark
5 5 (1.28%) Apache
6 3 (0.77%) Headless CMS
7 2 (0.51%) Adobe Experience Manager
7 2 (0.51%) NServiceBus
7 2 (0.51%) SharePoint
7 2 (0.51%) Umbraco
8 1 (0.26%) Microsoft Exchange
8 1 (0.26%) nginx
Applications
1 3 (0.77%) Microsoft Office
2 1 (0.26%) Microsoft Excel
2 1 (0.26%) Microsoft PowerPoint
Business Applications
1 2 (0.51%) Dynamics CRM
1 2 (0.51%) Dynamics NAV
1 2 (0.51%) Payment Gateway
2 1 (0.26%) Temenos T24
Cloud Services
1 155 (39.64%) AWS
2 140 (35.81%) Azure
3 63 (16.11%) Serverless
4 62 (15.86%) GCP
5 60 (15.35%) GitHub
6 34 (8.70%) AWS Lambda
7 32 (8.18%) GitHub Actions
8 30 (7.67%) Amazon S3
8 30 (7.67%) Azure DevOps
8 30 (7.67%) SaaS
9 19 (4.86%) Amazon SQS
10 14 (3.58%) Entra ID
11 13 (3.32%) Azure App Service
11 13 (3.32%) PaaS
12 12 (3.07%) Dynamics 365
13 11 (2.81%) AWS CloudFormation
13 11 (2.81%) GitHub Copilot
13 11 (2.81%) Power Platform
14 10 (2.56%) Datadog
15 9 (2.30%) Amazon ECS
Communications & Networking
1 4 (1.02%) SD-WAN
2 3 (0.77%) Firewall
2 3 (0.77%) HTTP
3 2 (0.51%) Broadband
3 2 (0.51%) Network Security
3 2 (0.51%) PuTTY
4 1 (0.26%) AMQP
4 1 (0.26%) LTE
Database & Business Intelligence
1 41 (10.49%) SQL Server
2 31 (7.93%) NoSQL
3 24 (6.14%) PostgreSQL
3 24 (6.14%) Relational Database
4 19 (4.86%) MySQL
5 18 (4.60%) MongoDB
6 12 (3.07%) BigQuery
7 11 (2.81%) Elasticsearch
8 10 (2.56%) Data Warehouse
8 10 (2.56%) DynamoDB
9 8 (2.05%) SQL Server Integration Services
10 7 (1.79%) Power BI
11 5 (1.28%) Amazon RDS
12 4 (1.02%) Data Lake
12 4 (1.02%) Looker
12 4 (1.02%) Redis
12 4 (1.02%) Tableau
13 3 (0.77%) SQL Server Analysis Services
14 2 (0.51%) Azure SQL Database
14 2 (0.51%) Hadoop
Development Applications
1 69 (17.65%) Git
2 24 (6.14%) JIRA
3 18 (4.60%) Jenkins
4 16 (4.09%) GitLab
5 9 (2.30%) JUnit
5 9 (2.30%) SonarQube
6 8 (2.05%) Cypress.io
6 8 (2.05%) Selenium
7 7 (1.79%) Gradle
7 7 (1.79%) Maven
8 6 (1.53%) Mockito
9 5 (1.28%) Crashlytics
9 5 (1.28%) Storybook
9 5 (1.28%) XCTest
10 4 (1.02%) TestRail
11 3 (0.77%) Bitbucket
11 3 (0.77%) TeamCity
11 3 (0.77%) Vite
11 3 (0.77%) webpack
12 2 (0.51%) Checkstyle
General
1 158 (40.41%) Social Skills
2 75 (19.18%) Finance
3 33 (8.44%) Analytical Skills
4 28 (7.16%) Law
5 19 (4.86%) Health Technology
6 18 (4.60%) Influencing Skills
7 16 (4.09%) Public Sector
8 15 (3.84%) Organisational Skills
8 15 (3.84%) Tech for Good
9 14 (3.58%) Inclusion and Diversity
9 14 (3.58%) Publishing
10 13 (3.32%) Legal
11 12 (3.07%) Marketing
12 10 (2.56%) Telecoms
13 8 (2.05%) Banking
14 7 (1.79%) Financial Institution
14 7 (1.79%) Front Office
15 6 (1.53%) Billing
15 6 (1.53%) Manufacturing
16 5 (1.28%) Retail
Job Titles
1 163 (41.69%) Developer
2 106 (27.11%) Senior
3 69 (17.65%) Lead
4 61 (15.60%) Software Engineer
5 39 (9.97%) Senior Developer
6 37 (9.46%) Lead Developer
7 26 (6.65%) Full-Stack Developer
8 25 (6.39%) Python Developer
9 24 (6.14%) Software Developer
10 23 (5.88%) .NET Developer
11 22 (5.63%) React Developer
12 20 (5.12%) Senior Software Engineer
13 18 (4.60%) AWS Developer
14 16 (4.09%) Java Developer
15 15 (3.84%) Full-Stack Engineer
16 14 (3.58%) Lead Python Developer
17 12 (3.07%) C# Developer
17 12 (3.07%) Lead .NET Developer
18 11 (2.81%) Engineering Manager
18 11 (2.81%) Test Engineer
Libraries, Frameworks & Software Standards
1 97 (24.81%) React
2 85 (21.74%) .NET
3 81 (20.72%) RESTful
4 60 (15.35%) REST
5 44 (11.25%) Spring
6 43 (11.00%) CSS
7 40 (10.23%) Spring Boot
8 38 (9.72%) AngularJS
8 38 (9.72%) HTML
9 27 (6.91%) Node.js
10 25 (6.39%) .NET Framework
10 25 (6.39%) Django
10 25 (6.39%) Vue
11 20 (5.12%) Entity Framework
12 19 (4.86%) Kafka
13 15 (3.84%) .NET Core
13 15 (3.84%) HTML5
13 15 (3.84%) Next.js
13 15 (3.84%) Razor View Engine
14 13 (3.32%) SwiftUI
Miscellaneous
1 48 (12.28%) Cloud Native
2 34 (8.70%) Distributed Systems
3 30 (7.67%) Product Ownership
4 27 (6.91%) Onboarding
5 24 (6.14%) Mobile App
6 19 (4.86%) Legacy Systems
7 17 (4.35%) Data Structures
7 17 (4.35%) Greenfield Project
8 15 (3.84%) Algorithms
9 12 (3.07%) Client/Server
9 12 (3.07%) Self-Motivation
10 10 (2.56%) Foreign Exchange (FX)
11 8 (2.05%) NHS
11 8 (2.05%) Private Cloud
12 7 (1.79%) Analytical Mindset
13 6 (1.53%) Distributed Architecture
13 6 (1.53%) Enterprise Software
14 5 (1.28%) Low-Code
14 5 (1.28%) Virtual Team
15 4 (1.02%) Public Cloud
Operating Systems
1 25 (6.39%) Linux
2 13 (3.32%) Apple iOS
3 10 (2.56%) Android
4 1 (0.26%) Windows
Processes & Methodologies
1 189 (48.34%) CI/CD
2 167 (42.71%) Agile
3 138 (35.29%) Continuous Improvement
4 134 (34.27%) Software Engineering
5 120 (30.69%) DevOps
6 116 (29.67%) Problem-Solving
7 115 (29.41%) Mentoring
8 102 (26.09%) Test Automation
9 88 (22.51%) Full-Stack Development
10 87 (22.25%) Microservices
11 75 (19.18%) User Experience
12 74 (18.93%) AI
13 69 (17.65%) Computer Science
14 58 (14.83%) Containerisation
15 55 (14.07%) Scrum
16 51 (13.04%) Coaching
17 46 (11.76%) Roadmaps
18 44 (11.25%) Technical Leadership
19 42 (10.74%) Clean Code
19 42 (10.74%) Design Patterns
Programming Languages
1 141 (36.06%) Python
2 100 (25.58%) JavaScript
3 83 (21.23%) Java
4 82 (20.97%) TypeScript
5 63 (16.11%) SQL
6 56 (14.32%) C#
7 22 (5.63%) C++
8 18 (4.60%) Kotlin
9 15 (3.84%) Rust
10 12 (3.07%) Swift
11 11 (2.81%) C
12 10 (2.56%) Bash
13 9 (2.30%) Go
13 9 (2.30%) PHP
14 8 (2.05%) PowerShell
15 5 (1.28%) Apex Code
15 5 (1.28%) Groovy
15 5 (1.28%) Scala
16 2 (0.51%) R
16 2 (0.51%) T-SQL
Qualifications
1 89 (22.76%) Degree
2 66 (16.88%) Computer Science Degree
3 26 (6.65%) Security Cleared
4 20 (5.12%) Master's Degree
5 15 (3.84%) SC Cleared
6 6 (1.53%) DV Cleared
7 4 (1.02%) ISTQB
8 3 (0.77%) AWS Certification
8 3 (0.77%) Azure Certification
8 3 (0.77%) ISTQB Foundation Certification
9 2 (0.51%) TOGAF Certification
10 1 (0.26%) AWS Certified Developer
10 1 (0.26%) AWS Certified Solutions Architect
10 1 (0.26%) BPSS Clearance
10 1 (0.26%) DBS Check
10 1 (0.26%) PhD
Quality Assurance & Compliance
1 112 (28.64%) QA
2 16 (4.09%) Software Quality Assurance
3 12 (3.07%) Accessibility
4 9 (2.30%) SLA
5 8 (2.05%) Data Quality
6 4 (1.02%) PCI DSS
6 4 (1.02%) WCAG
7 2 (0.51%) GDPR
7 2 (0.51%) ISO 9001
7 2 (0.51%) ISO/IEC 27001
7 2 (0.51%) PSD2
System Software
1 81 (20.72%) Docker
2 12 (3.07%) Active Directory
3 11 (2.81%) Hyper-V
3 11 (2.81%) KVM
3 11 (2.81%) VMware Infrastructure
4 3 (0.77%) Virtual Machines
5 2 (0.51%) Firmware
Systems Management
1 64 (16.37%) Kubernetes
2 41 (10.49%) Terraform
3 21 (5.37%) Grafana
4 20 (5.12%) Prometheus
5 9 (2.30%) Single Sign-On
6 4 (1.02%) HP Fortify
7 2 (0.51%) Argo
7 2 (0.51%) Nessus
7 2 (0.51%) Packer
7 2 (0.51%) Progress Chef
8 1 (0.26%) HP ALM
8 1 (0.26%) Kibana
Vendors
1 40 (10.23%) Microsoft
2 18 (4.60%) Google
3 15 (3.84%) VMware
4 9 (2.30%) Foundry
4 9 (2.30%) Palantir
4 9 (2.30%) Salesforce
5 5 (1.28%) Amplitude
5 5 (1.28%) Oracle
5 5 (1.28%) Solace
6 4 (1.02%) Cisco
6 4 (1.02%) F5
6 4 (1.02%) OpenAI
6 4 (1.02%) Palo Alto
7 3 (0.77%) EMC
7 3 (0.77%) Salesforce Marketing Cloud
8 2 (0.51%) Adobe
8 2 (0.51%) HubSpot
8 2 (0.51%) PayPal
8 2 (0.51%) SAP
8 2 (0.51%) Splunk