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

6 months to
8 Mar 2026
Same period 2025 Same period 2024
Rank 350 209 282
Rank change year-on-year -141 +73 +59
Permanent jobs citing Code Quality 385 682 825
As % of all permanent jobs in the UK 0.53% 1.50% 1.00%
As % of the Processes & Methodologies category 0.68% 1.60% 1.14%
Number of salaries quoted 265 509 678
10th Percentile £45,000 £43,750 £37,200
25th Percentile £55,000 £57,500 £48,750
Median annual salary (50th Percentile) £76,000 £66,254 £61,250
Median % change year-on-year +14.71% +8.17% -9.26%
75th Percentile £91,250 £83,750 £82,500
90th Percentile £112,500 £95,000 £92,500
UK excluding London median annual salary £60,000 £66,219 £57,497
% change year-on-year -9.39% +15.17% +4.54%

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 56,516 42,516 72,551
As % of all permanent jobs advertised in the UK 78.36% 93.70% 87.81%
Number of salaries quoted 34,044 22,349 55,477
10th Percentile £29,270 £32,500 £29,000
25th Percentile £39,000 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £76,262 £80,000 £74,000
90th Percentile £97,500 £102,500 £95,000
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 8 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 8 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 -141 340 £75,000 +13.20% 254
London -7 182 £80,000 +5.26% 106
Work from Home -95 175 £75,000 +13.20% 170
UK excluding London -179 169 £60,000 -9.39% 183
North of England -67 48 £62,500 - 54
South East -94 37 £65,000 -18.75% 42
South West -23 29 £50,000 -11.07% 36
Midlands -24 24 £60,000 +26.32% 24
North West -46 22 £68,750 +22.22% 30
Yorkshire -30 20 £55,000 -32.31% 18
Scotland -25 17 £90,000 +5.57% 8
West Midlands +1 16 £57,500 +9.52% 11
East of England -90 11 £60,000 -9.42% 17
East Midlands -33 8 £95,000 +111.11% 13
North East -11 6 £61,750 -18.21% 6
Northern Ireland -30 2 £82,500 - 1
Wales -11 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 (2.34%) Apache Airflow
1 9 (2.34%) Palantir Foundry
2 7 (1.82%) CMS
3 6 (1.56%) Apache
3 6 (1.56%) Apache Spark
3 6 (1.56%) Confluence
4 3 (0.78%) Headless CMS
5 2 (0.52%) Adobe Experience Manager
5 2 (0.52%) NServiceBus
5 2 (0.52%) SharePoint
5 2 (0.52%) Umbraco
6 1 (0.26%) Microsoft Exchange
6 1 (0.26%) nginx
Applications
1 3 (0.78%) Microsoft Office
2 1 (0.26%) Microsoft Excel
2 1 (0.26%) Microsoft PowerPoint
Business Applications
1 2 (0.52%) Dynamics CRM
1 2 (0.52%) Dynamics NAV
1 2 (0.52%) Payment Gateway
2 1 (0.26%) Shopify
2 1 (0.26%) Temenos T24
Cloud Services
1 149 (38.70%) AWS
2 136 (35.32%) Azure
3 62 (16.10%) Serverless
4 59 (15.32%) GitHub
5 57 (14.81%) GCP
6 34 (8.83%) AWS Lambda
7 31 (8.05%) GitHub Actions
8 30 (7.79%) Amazon S3
8 30 (7.79%) SaaS
9 29 (7.53%) Azure DevOps
10 20 (5.19%) Amazon SQS
11 14 (3.64%) Entra ID
12 13 (3.38%) Azure App Service
12 13 (3.38%) PaaS
13 12 (3.12%) Dynamics 365
13 12 (3.12%) Power Platform
14 11 (2.86%) AWS CloudFormation
14 11 (2.86%) GitHub Copilot
15 10 (2.60%) Datadog
16 9 (2.34%) Amazon ECS
Communications & Networking
1 4 (1.04%) SD-WAN
2 3 (0.78%) Firewall
2 3 (0.78%) HTTP
3 2 (0.52%) Broadband
3 2 (0.52%) Network Security
3 2 (0.52%) PuTTY
4 1 (0.26%) AMQP
4 1 (0.26%) LTE
Database & Business Intelligence
1 43 (11.17%) SQL Server
2 30 (7.79%) NoSQL
3 25 (6.49%) Relational Database
4 23 (5.97%) PostgreSQL
5 19 (4.94%) MySQL
6 17 (4.42%) MongoDB
7 11 (2.86%) BigQuery
8 10 (2.60%) Data Warehouse
8 10 (2.60%) DynamoDB
8 10 (2.60%) Elasticsearch
9 8 (2.08%) Power BI
9 8 (2.08%) SQL Server Integration Services
10 5 (1.30%) Amazon RDS
10 5 (1.30%) Looker
10 5 (1.30%) Tableau
11 4 (1.04%) Data Lake
11 4 (1.04%) Redis
12 3 (0.78%) SQL Server Analysis Services
13 2 (0.52%) Azure SQL Database
13 2 (0.52%) Hadoop
Development Applications
1 70 (18.18%) Git
2 23 (5.97%) JIRA
3 18 (4.68%) Jenkins
4 16 (4.16%) GitLab
5 9 (2.34%) SonarQube
6 8 (2.08%) Cypress.io
6 8 (2.08%) JUnit
7 7 (1.82%) Gradle
7 7 (1.82%) Maven
7 7 (1.82%) Selenium
8 5 (1.30%) Mockito
8 5 (1.30%) Storybook
9 4 (1.04%) Crashlytics
9 4 (1.04%) Vite
9 4 (1.04%) webpack
9 4 (1.04%) XCTest
10 3 (0.78%) Bitbucket
10 3 (0.78%) TeamCity
10 3 (0.78%) TestRail
11 2 (0.52%) Checkstyle
General
1 158 (41.04%) Social Skills
2 73 (18.96%) Finance
3 32 (8.31%) Analytical Skills
4 30 (7.79%) Law
5 19 (4.94%) Health Technology
6 18 (4.68%) Influencing Skills
7 16 (4.16%) Legal
7 16 (4.16%) Public Sector
8 15 (3.90%) Organisational Skills
8 15 (3.90%) Tech for Good
9 14 (3.64%) Publishing
10 12 (3.12%) Inclusion and Diversity
10 12 (3.12%) Marketing
11 10 (2.60%) Telecoms
12 8 (2.08%) Banking
13 7 (1.82%) Billing
13 7 (1.82%) Financial Institution
13 7 (1.82%) Front Office
14 6 (1.56%) Manufacturing
15 5 (1.30%) Advertising
Job Titles
1 165 (42.86%) Developer
2 105 (27.27%) Senior
3 67 (17.40%) Lead
4 58 (15.06%) Software Engineer
5 39 (10.13%) Senior Developer
6 37 (9.61%) Lead Developer
7 27 (7.01%) Full-Stack Developer
8 26 (6.75%) Software Developer
9 25 (6.49%) Python Developer
10 22 (5.71%) .NET Developer
10 22 (5.71%) React Developer
11 19 (4.94%) Senior Software Engineer
12 18 (4.68%) AWS Developer
13 16 (4.16%) Java Developer
14 14 (3.64%) Full-Stack Engineer
14 14 (3.64%) Lead Python Developer
15 12 (3.12%) Lead .NET Developer
16 11 (2.86%) Backend Developer
16 11 (2.86%) C# Developer
16 11 (2.86%) Technical Leader
Libraries, Frameworks & Software Standards
1 95 (24.68%) React
2 86 (22.34%) .NET
3 81 (21.04%) RESTful
4 58 (15.06%) REST
5 44 (11.43%) CSS
5 44 (11.43%) Spring
6 40 (10.39%) Spring Boot
7 39 (10.13%) HTML
8 38 (9.87%) AngularJS
9 26 (6.75%) .NET Framework
9 26 (6.75%) Node.js
9 26 (6.75%) Vue
10 24 (6.23%) Django
11 21 (5.45%) Entity Framework
12 20 (5.19%) Kafka
13 16 (4.16%) HTML5
14 15 (3.90%) .NET Core
14 15 (3.90%) Next.js
14 15 (3.90%) Razor View Engine
15 14 (3.64%) CSS3
Miscellaneous
1 48 (12.47%) Cloud Native
2 32 (8.31%) Distributed Systems
3 28 (7.27%) Onboarding
3 28 (7.27%) Product Ownership
4 22 (5.71%) Mobile App
5 20 (5.19%) Legacy Systems
6 16 (4.16%) Data Structures
7 15 (3.90%) Greenfield Project
8 14 (3.64%) Algorithms
9 12 (3.12%) Self-Motivation
10 11 (2.86%) Client/Server
11 10 (2.60%) Foreign Exchange (FX)
12 8 (2.08%) NHS
12 8 (2.08%) Private Cloud
13 7 (1.82%) Analytical Mindset
13 7 (1.82%) Distributed Architecture
14 6 (1.56%) Enterprise Software
15 5 (1.30%) Low-Code
15 5 (1.30%) Virtual Team
16 4 (1.04%) Public Cloud
Operating Systems
1 23 (5.97%) Linux
2 12 (3.12%) Apple iOS
3 10 (2.60%) Android
4 1 (0.26%) Windows
Processes & Methodologies
1 190 (49.35%) CI/CD
2 168 (43.64%) Agile
3 140 (36.36%) Continuous Improvement
4 130 (33.77%) Software Engineering
5 120 (31.17%) DevOps
6 116 (30.13%) Problem-Solving
7 114 (29.61%) Mentoring
8 96 (24.94%) Test Automation
9 88 (22.86%) Full-Stack Development
10 86 (22.34%) Microservices
11 76 (19.74%) AI
12 71 (18.44%) User Experience
13 66 (17.14%) Computer Science
14 57 (14.81%) Containerisation
15 55 (14.29%) Scrum
16 50 (12.99%) Coaching
17 46 (11.95%) Roadmaps
18 43 (11.17%) Technical Leadership
19 41 (10.65%) Clean Code
19 41 (10.65%) Design Patterns
Programming Languages
1 142 (36.88%) Python
2 98 (25.45%) JavaScript
3 83 (21.56%) Java
4 81 (21.04%) TypeScript
5 65 (16.88%) SQL
6 57 (14.81%) C#
7 20 (5.19%) C++
8 17 (4.42%) Kotlin
9 14 (3.64%) Rust
10 11 (2.86%) Swift
11 10 (2.60%) Bash
11 10 (2.60%) C
12 9 (2.34%) PHP
13 8 (2.08%) Go
13 8 (2.08%) PowerShell
14 5 (1.30%) Apex Code
14 5 (1.30%) Groovy
14 5 (1.30%) Scala
15 2 (0.52%) Ruby
15 2 (0.52%) Shell Script
Qualifications
1 87 (22.60%) Degree
2 64 (16.62%) Computer Science Degree
3 26 (6.75%) Security Cleared
4 20 (5.19%) Master's Degree
5 15 (3.90%) SC Cleared
6 6 (1.56%) DV Cleared
7 4 (1.04%) ISTQB
8 3 (0.78%) AWS Certification
8 3 (0.78%) Azure Certification
8 3 (0.78%) ISTQB Foundation Certification
9 2 (0.52%) 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
1 110 (28.57%) QA
2 15 (3.90%) Software Quality Assurance
3 13 (3.38%) Accessibility
4 9 (2.34%) SLA
5 8 (2.08%) Data Quality
6 6 (1.56%) WCAG
7 4 (1.04%) PCI DSS
8 3 (0.78%) GDPR
9 2 (0.52%) ISO 9001
9 2 (0.52%) ISO/IEC 27001
9 2 (0.52%) PSD2
System Software
1 80 (20.78%) Docker
2 12 (3.12%) Active Directory
3 10 (2.60%) Hyper-V
3 10 (2.60%) KVM
3 10 (2.60%) VMware Infrastructure
4 2 (0.52%) Firmware
4 2 (0.52%) Virtual Machines
Systems Management
1 63 (16.36%) Kubernetes
2 40 (10.39%) Terraform
3 21 (5.45%) Grafana
4 20 (5.19%) Prometheus
5 9 (2.34%) Single Sign-On
6 4 (1.04%) HP Fortify
7 2 (0.52%) Argo
7 2 (0.52%) Nessus
7 2 (0.52%) Packer
7 2 (0.52%) Progress Chef
8 1 (0.26%) Kibana
Vendors
1 40 (10.39%) Microsoft
2 17 (4.42%) Google
3 14 (3.64%) VMware
4 10 (2.60%) Foundry
5 9 (2.34%) Palantir
6 8 (2.08%) Salesforce
7 5 (1.30%) Solace
8 4 (1.04%) Amplitude
8 4 (1.04%) Cisco
8 4 (1.04%) F5
8 4 (1.04%) OpenAI
8 4 (1.04%) Oracle
8 4 (1.04%) Palo Alto
9 3 (0.78%) EMC
9 3 (0.78%) Guidewire
9 3 (0.78%) Salesforce Marketing Cloud
10 2 (0.52%) Databricks
10 2 (0.52%) HubSpot
10 2 (0.52%) PayPal
10 2 (0.52%) SendGrid