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

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 348 208 289
Rank change year-on-year -140 +81 +58
Permanent jobs citing Code Quality 400 639 834
As % of all permanent jobs in the UK 0.53% 1.50% 0.98%
As % of the Processes & Methodologies category 0.69% 1.61% 1.12%
Number of salaries quoted 269 510 679
10th Percentile £43,847 £42,500 £36,500
25th Percentile £55,000 £57,500 £48,750
Median annual salary (50th Percentile) £76,000 £66,254 £60,000
Median % change year-on-year +14.71% +10.42% -11.11%
75th Percentile £91,250 £83,750 £82,500
90th Percentile £110,250 £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 58,352 39,745 74,141
As % of all permanent jobs advertised in the UK 77.73% 93.47% 87.16%
Number of salaries quoted 35,337 22,215 56,156
10th Percentile £29,750 £31,750 £29,029
25th Percentile £40,000 £44,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.29%
75th Percentile £77,424 £80,000 £73,750
90th Percentile £97,500 £102,410 £93,750
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 19 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 19 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 -137 352 £75,000 +13.20% 258
UK excluding London -170 187 £60,000 -9.39% 186
Work from Home -90 185 £75,000 +13.20% 148
London -2 179 £82,500 +8.55% 107
North of England -84 49 £59,250 -8.85% 61
South East -95 39 £62,500 -21.88% 52
Midlands -21 34 £60,000 +32.96% 22
South West -30 31 £50,000 -12.96% 30
North West -53 25 £67,500 +17.39% 37
West Midlands -1 20 £58,750 +11.90% 12
Scotland -29 20 £90,000 +5.57% 11
Yorkshire -35 19 £41,250 -48.44% 13
East Midlands -47 14 £100,000 +135.29% 10
East of England -104 11 £60,000 -9.42% 9
North East -19 5 £47,500 -37.09% 11
Northern Ireland - 2 £82,500 - 2
Wales -20 1 £37,500 -15.43% 3

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 (2.25%) CMS
1 9 (2.25%) Palantir Foundry
2 8 (2.00%) Confluence
3 7 (1.75%) Apache Airflow
4 5 (1.25%) Apache
4 5 (1.25%) Apache Spark
5 3 (0.75%) Headless CMS
5 3 (0.75%) Umbraco
6 2 (0.50%) Adobe Experience Manager
6 2 (0.50%) NServiceBus
6 2 (0.50%) SharePoint
7 1 (0.25%) Microsoft Exchange
7 1 (0.25%) nginx
Applications
1 3 (0.75%) Microsoft Office
2 2 (0.50%) Microsoft Excel
2 2 (0.50%) Microsoft PowerPoint
Business Applications
1 2 (0.50%) Dynamics CRM
1 2 (0.50%) Dynamics NAV
1 2 (0.50%) Payment Gateway
2 1 (0.25%) Temenos T24
Cloud Services
1 159 (39.75%) AWS
2 147 (36.75%) Azure
3 65 (16.25%) GitHub
3 65 (16.25%) Serverless
4 64 (16.00%) GCP
5 35 (8.75%) AWS Lambda
5 35 (8.75%) GitHub Actions
6 30 (7.50%) Amazon S3
6 30 (7.50%) SaaS
7 29 (7.25%) Azure DevOps
8 19 (4.75%) Amazon SQS
9 13 (3.25%) Entra ID
10 12 (3.00%) Azure App Service
10 12 (3.00%) Dynamics 365
10 12 (3.00%) GitHub Copilot
10 12 (3.00%) PaaS
10 12 (3.00%) Stripe
11 11 (2.75%) AWS CloudFormation
11 11 (2.75%) ChatGPT
11 11 (2.75%) Firebase
Communications & Networking
1 5 (1.25%) Broadband
2 4 (1.00%) SD-WAN
3 3 (0.75%) Firewall
3 3 (0.75%) HTTP
4 2 (0.50%) Network Security
4 2 (0.50%) PuTTY
5 1 (0.25%) AMQP
5 1 (0.25%) LTE
Database & Business Intelligence
1 35 (8.75%) SQL Server
2 28 (7.00%) NoSQL
3 25 (6.25%) Relational Database
4 22 (5.50%) PostgreSQL
5 21 (5.25%) MySQL
6 17 (4.25%) MongoDB
7 13 (3.25%) BigQuery
8 12 (3.00%) Elasticsearch
9 10 (2.50%) Data Warehouse
10 9 (2.25%) DynamoDB
11 7 (1.75%) Amazon RDS
12 6 (1.50%) SQL Server Integration Services
13 4 (1.00%) Redis
14 3 (0.75%) Azure SQL Database
14 3 (0.75%) Data Lake
15 2 (0.50%) Amazon Athena
15 2 (0.50%) Big Data
15 2 (0.50%) CockroachDB
15 2 (0.50%) MariaDB
15 2 (0.50%) Power BI
Development Applications
1 74 (18.50%) Git
2 27 (6.75%) JIRA
3 17 (4.25%) Jenkins
4 15 (3.75%) GitLab
5 9 (2.25%) JUnit
5 9 (2.25%) SonarQube
6 8 (2.00%) Crashlytics
6 8 (2.00%) Cypress.io
6 8 (2.00%) Gradle
6 8 (2.00%) Selenium
6 8 (2.00%) XCTest
7 7 (1.75%) Maven
7 7 (1.75%) Storybook
8 6 (1.50%) Mockito
9 4 (1.00%) TestRail
9 4 (1.00%) XCUITest
10 3 (0.75%) JMeter
10 3 (0.75%) TeamCity
10 3 (0.75%) webpack
11 2 (0.50%) LoadRunner
General
1 157 (39.25%) Social Skills
2 75 (18.75%) Finance
3 36 (9.00%) Analytical Skills
4 23 (5.75%) Law
5 19 (4.75%) Health Technology
6 18 (4.50%) Influencing Skills
7 16 (4.00%) Public Sector
8 15 (3.75%) Inclusion and Diversity
8 15 (3.75%) Organisational Skills
8 15 (3.75%) Tech for Good
9 14 (3.50%) Publishing
10 12 (3.00%) Legal
10 12 (3.00%) Marketing
11 10 (2.50%) Telecoms
12 8 (2.00%) Banking
12 8 (2.00%) Front Office
13 7 (1.75%) Financial Institution
14 5 (1.25%) Games
14 5 (1.25%) Manufacturing
14 5 (1.25%) Retail
Job Titles
1 165 (41.25%) Developer
2 105 (26.25%) Senior
3 73 (18.25%) Lead
4 57 (14.25%) Software Engineer
5 41 (10.25%) Senior Developer
6 37 (9.25%) Lead Developer
7 25 (6.25%) Python Developer
8 24 (6.00%) Full-Stack Developer
9 23 (5.75%) Software Developer
10 22 (5.50%) React Developer
11 21 (5.25%) .NET Developer
12 18 (4.50%) AWS Developer
12 18 (4.50%) Java Developer
12 18 (4.50%) Senior Software Engineer
13 16 (4.00%) Full-Stack Engineer
14 14 (3.50%) Lead Python Developer
15 13 (3.25%) Test Engineer
16 12 (3.00%) Engineering Manager
17 11 (2.75%) C# Developer
17 11 (2.75%) Technical Leader
Libraries, Frameworks & Software Standards
1 95 (23.75%) React
2 84 (21.00%) .NET
3 82 (20.50%) RESTful
4 60 (15.00%) REST
5 44 (11.00%) CSS
6 43 (10.75%) Spring
7 39 (9.75%) Spring Boot
8 38 (9.50%) HTML
9 35 (8.75%) AngularJS
10 29 (7.25%) Node.js
11 27 (6.75%) Django
12 26 (6.50%) .NET Framework
13 21 (5.25%) Vue
14 20 (5.00%) Entity Framework
15 19 (4.75%) SwiftUI
16 17 (4.25%) Kafka
17 16 (4.00%) UIKit
18 15 (3.75%) .NET Core
18 15 (3.75%) Razor View Engine
19 13 (3.25%) WebSockets
Miscellaneous
1 52 (13.00%) Cloud Native
2 37 (9.25%) Distributed Systems
3 32 (8.00%) Product Ownership
4 27 (6.75%) Onboarding
5 25 (6.25%) Mobile App
6 23 (5.75%) Greenfield Project
7 21 (5.25%) Legacy Systems
8 18 (4.50%) Data Structures
9 16 (4.00%) Algorithms
10 13 (3.25%) Client/Server
11 12 (3.00%) Self-Motivation
12 11 (2.75%) Foreign Exchange (FX)
13 9 (2.25%) Analytical Mindset
13 9 (2.25%) Enterprise Software
14 8 (2.00%) NHS
14 8 (2.00%) Private Cloud
15 7 (1.75%) Distributed Architecture
16 5 (1.25%) Data Protection Act
17 4 (1.00%) Public Cloud
17 4 (1.00%) Video Conferencing
Operating Systems
1 27 (6.75%) Linux
2 19 (4.75%) Apple iOS
3 12 (3.00%) Android
4 1 (0.25%) Windows
Processes & Methodologies
1 194 (48.50%) CI/CD
2 168 (42.00%) Agile
3 143 (35.75%) Continuous Improvement
4 134 (33.50%) Software Engineering
5 121 (30.25%) DevOps
6 119 (29.75%) Mentoring
7 116 (29.00%) Problem-Solving
8 109 (27.25%) Test Automation
9 92 (23.00%) Microservices
10 84 (21.00%) Full-Stack Development
11 79 (19.75%) AI
12 78 (19.50%) User Experience
13 71 (17.75%) Computer Science
14 60 (15.00%) Containerisation
15 55 (13.75%) Coaching
15 55 (13.75%) Scrum
16 51 (12.75%) Clean Code
17 48 (12.00%) Roadmaps
18 45 (11.25%) Design Patterns
18 45 (11.25%) Technical Leadership
Programming Languages
1 144 (36.00%) Python
2 104 (26.00%) JavaScript
3 87 (21.75%) Java
4 79 (19.75%) TypeScript
5 59 (14.75%) SQL
6 54 (13.50%) C#
7 23 (5.75%) C++
8 22 (5.50%) Kotlin
9 18 (4.50%) Swift
10 16 (4.00%) Rust
11 12 (3.00%) C
11 12 (3.00%) PHP
12 10 (2.50%) Bash
13 9 (2.25%) Go
14 8 (2.00%) PowerShell
15 5 (1.25%) Apex Code
15 5 (1.25%) Groovy
15 5 (1.25%) Scala
16 2 (0.50%) R
16 2 (0.50%) Shell Script
Qualifications
1 86 (21.50%) Degree
2 68 (17.00%) Computer Science Degree
3 23 (5.75%) Security Cleared
4 20 (5.00%) Master's Degree
5 11 (2.75%) SC Cleared
6 7 (1.75%) DV Cleared
7 4 (1.00%) ISTQB
8 3 (0.75%) Azure Certification
8 3 (0.75%) ISTQB Foundation Certification
9 2 (0.50%) AWS Certification
9 2 (0.50%) TOGAF Certification
10 1 (0.25%) BPSS Clearance
10 1 (0.25%) DBS Check
10 1 (0.25%) PhD
Quality Assurance & Compliance
1 114 (28.50%) QA
2 17 (4.25%) Software Quality Assurance
3 15 (3.75%) Accessibility
4 9 (2.25%) SLA
5 8 (2.00%) Data Quality
6 4 (1.00%) PCI DSS
6 4 (1.00%) WCAG
7 3 (0.75%) ISO 9001
7 3 (0.75%) ISO/IEC 27001
8 2 (0.50%) GDPR
8 2 (0.50%) PSD2
System Software
1 82 (20.50%) Docker
2 12 (3.00%) Hyper-V
2 12 (3.00%) KVM
2 12 (3.00%) VMware Infrastructure
3 11 (2.75%) Active Directory
4 4 (1.00%) Virtual Machines
5 3 (0.75%) Firmware
Systems Management
1 67 (16.75%) Kubernetes
2 43 (10.75%) Terraform
3 21 (5.25%) Grafana
4 20 (5.00%) Prometheus
5 9 (2.25%) Single Sign-On
6 4 (1.00%) HP Fortify
7 2 (0.50%) Argo
7 2 (0.50%) Nessus
7 2 (0.50%) Packer
7 2 (0.50%) Progress Chef
8 1 (0.25%) HP ALM
8 1 (0.25%) Kibana
Vendors
1 36 (9.00%) Microsoft
2 20 (5.00%) Google
3 16 (4.00%) VMware
4 13 (3.25%) Foundry
5 10 (2.50%) Palantir
6 9 (2.25%) Salesforce
7 8 (2.00%) Amplitude
8 6 (1.50%) Solace
9 5 (1.25%) Oracle
10 4 (1.00%) Cisco
10 4 (1.00%) F5
10 4 (1.00%) Palo Alto
11 3 (0.75%) EMC
11 3 (0.75%) Salesforce Marketing Cloud
12 2 (0.50%) Adobe
12 2 (0.50%) HubSpot
12 2 (0.50%) PayPal
12 2 (0.50%) SAP
12 2 (0.50%) SendGrid
12 2 (0.50%) Splunk