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

6 months to
20 Mar 2026
Same period 2025 Same period 2024
Rank 338 211 285
Rank change year-on-year -127 +74 +63
Permanent jobs citing Code Quality 407 636 844
As % of all permanent jobs in the UK 0.54% 1.50% 0.99%
As % of the Processes & Methodologies category 0.70% 1.61% 1.13%
Number of salaries quoted 274 512 683
10th Percentile £43,847 £42,500 £36,500
25th Percentile £55,000 £57,375 £48,750
Median annual salary (50th Percentile) £75,000 £66,254 £60,000
Median % change year-on-year +13.20% +10.42% -11.11%
75th Percentile £91,250 £83,750 £82,500
90th Percentile £110,000 £95,000 £92,500
UK excluding London median annual salary £60,000 £66,217 £57,494
% change year-on-year -9.39% +15.17% +4.53%

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 58,555 39,559 74,495
As % of all permanent jobs advertised in the UK 77.69% 93.50% 87.13%
Number of salaries quoted 35,503 22,222 56,291
10th Percentile £29,750 £31,750 £29,035
25th Percentile £40,000 £43,910 £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 £77,500 £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 20 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 20 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 -129 359 £75,000 +13.20% 268
UK excluding London -164 195 £60,000 -9.39% 197
Work from Home -87 186 £75,000 +13.20% 180
London -8 178 £82,500 +8.55% 109
North of England -80 51 £60,000 -7.69% 64
South East -87 41 £62,500 -21.88% 54
Midlands -27 35 £60,000 +32.96% 22
South West -29 34 £52,500 -8.60% 30
North West -63 27 £67,500 +17.39% 40
West Midlands +7 20 £58,750 +11.90% 12
Scotland -26 20 £90,000 +5.57% 14
Yorkshire -42 19 £41,250 -48.44% 13
East Midlands -53 15 £100,000 +135.29% 10
East of England -104 11 £60,000 -9.42% 12
North East -23 5 £47,500 -37.09% 11
Northern Ireland - 2 £82,500 - 1
Wales -26 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 (2.21%) CMS
1 9 (2.21%) Palantir Foundry
2 8 (1.97%) Confluence
3 7 (1.72%) Apache Airflow
4 5 (1.23%) Apache
4 5 (1.23%) Apache Spark
5 3 (0.74%) Headless CMS
5 3 (0.74%) Umbraco
6 2 (0.49%) Adobe Experience Manager
6 2 (0.49%) NServiceBus
6 2 (0.49%) SharePoint
7 1 (0.25%) Microsoft Exchange
7 1 (0.25%) nginx
Applications
1 3 (0.74%) Microsoft Office
2 2 (0.49%) Microsoft Excel
2 2 (0.49%) Microsoft PowerPoint
Business Applications
1 2 (0.49%) Dynamics CRM
1 2 (0.49%) Dynamics NAV
1 2 (0.49%) Payment Gateway
2 1 (0.25%) Temenos T24
Cloud Services
1 163 (40.05%) AWS
2 150 (36.86%) Azure
3 67 (16.46%) GCP
3 67 (16.46%) GitHub
4 66 (16.22%) Serverless
5 36 (8.85%) GitHub Actions
6 35 (8.60%) AWS Lambda
7 30 (7.37%) Amazon S3
7 30 (7.37%) SaaS
8 29 (7.13%) Azure DevOps
9 19 (4.67%) Amazon SQS
10 13 (3.19%) Entra ID
10 13 (3.19%) Stripe
11 12 (2.95%) Azure App Service
11 12 (2.95%) Dynamics 365
11 12 (2.95%) Firebase
11 12 (2.95%) GitHub Copilot
11 12 (2.95%) PaaS
12 11 (2.70%) AWS CloudFormation
12 11 (2.70%) ChatGPT
Communications & Networking
1 5 (1.23%) Broadband
2 4 (0.98%) SD-WAN
3 3 (0.74%) Firewall
3 3 (0.74%) HTTP
4 2 (0.49%) Network Security
4 2 (0.49%) PuTTY
5 1 (0.25%) AMQP
5 1 (0.25%) LTE
Database & Business Intelligence
1 35 (8.60%) SQL Server
2 29 (7.13%) NoSQL
3 25 (6.14%) Relational Database
4 22 (5.41%) PostgreSQL
5 21 (5.16%) MySQL
6 17 (4.18%) MongoDB
7 13 (3.19%) BigQuery
8 12 (2.95%) Elasticsearch
9 10 (2.46%) Data Warehouse
10 9 (2.21%) DynamoDB
11 7 (1.72%) Amazon RDS
12 6 (1.47%) SQL Server Integration Services
13 4 (0.98%) Redis
14 3 (0.74%) Azure SQL Database
14 3 (0.74%) Data Lake
15 2 (0.49%) Amazon Athena
15 2 (0.49%) Big Data
15 2 (0.49%) CockroachDB
15 2 (0.49%) MariaDB
15 2 (0.49%) Power BI
Development Applications
1 76 (18.67%) Git
2 28 (6.88%) JIRA
3 17 (4.18%) Jenkins
4 15 (3.69%) GitLab
5 9 (2.21%) Crashlytics
5 9 (2.21%) JUnit
5 9 (2.21%) SonarQube
5 9 (2.21%) XCTest
6 8 (1.97%) Cypress.io
6 8 (1.97%) Gradle
6 8 (1.97%) Selenium
7 7 (1.72%) Maven
7 7 (1.72%) Storybook
8 6 (1.47%) Mockito
9 4 (0.98%) TestRail
9 4 (0.98%) XCUITest
10 3 (0.74%) JMeter
10 3 (0.74%) TeamCity
10 3 (0.74%) webpack
11 2 (0.49%) Checkstyle
General
1 159 (39.07%) Social Skills
2 75 (18.43%) Finance
3 36 (8.85%) Analytical Skills
4 23 (5.65%) Law
5 19 (4.67%) Health Technology
6 18 (4.42%) Influencing Skills
7 16 (3.93%) Public Sector
8 15 (3.69%) Inclusion and Diversity
8 15 (3.69%) Organisational Skills
8 15 (3.69%) Tech for Good
9 14 (3.44%) Publishing
10 12 (2.95%) Legal
10 12 (2.95%) Marketing
11 11 (2.70%) Telecoms
12 8 (1.97%) Banking
12 8 (1.97%) Front Office
13 7 (1.72%) Financial Institution
14 5 (1.23%) Games
14 5 (1.23%) Manufacturing
14 5 (1.23%) Retail
Job Titles
1 167 (41.03%) Developer
2 104 (25.55%) Senior
3 73 (17.94%) Lead
4 62 (15.23%) Software Engineer
5 41 (10.07%) Senior Developer
6 37 (9.09%) Lead Developer
7 25 (6.14%) Full-Stack Developer
7 25 (6.14%) Python Developer
8 24 (5.90%) Software Developer
9 22 (5.41%) React Developer
10 21 (5.16%) .NET Developer
11 19 (4.67%) Java Developer
12 18 (4.42%) AWS Developer
12 18 (4.42%) Senior Software Engineer
13 17 (4.18%) Full-Stack Engineer
14 14 (3.44%) Lead Python Developer
15 13 (3.19%) Test Engineer
16 12 (2.95%) Engineering Manager
17 11 (2.70%) C# Developer
17 11 (2.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 97 (23.83%) React
2 84 (20.64%) .NET
3 83 (20.39%) RESTful
4 61 (14.99%) REST
5 45 (11.06%) CSS
6 44 (10.81%) Spring
7 40 (9.83%) Spring Boot
8 39 (9.58%) HTML
9 36 (8.85%) AngularJS
10 29 (7.13%) Node.js
11 28 (6.88%) Django
12 26 (6.39%) .NET Framework
13 22 (5.41%) Vue
14 20 (4.91%) Entity Framework
14 20 (4.91%) SwiftUI
15 17 (4.18%) Kafka
15 17 (4.18%) UIKit
16 15 (3.69%) .NET Core
16 15 (3.69%) Razor View Engine
17 14 (3.44%) WebSockets
Miscellaneous
1 52 (12.78%) Cloud Native
2 38 (9.34%) Distributed Systems
3 33 (8.11%) Product Ownership
4 27 (6.63%) Onboarding
5 26 (6.39%) Mobile App
6 24 (5.90%) Greenfield Project
7 21 (5.16%) Legacy Systems
8 18 (4.42%) Data Structures
9 16 (3.93%) Algorithms
10 14 (3.44%) Client/Server
11 13 (3.19%) Self-Motivation
12 11 (2.70%) Foreign Exchange (FX)
13 9 (2.21%) Analytical Mindset
13 9 (2.21%) Enterprise Software
14 8 (1.97%) NHS
14 8 (1.97%) Private Cloud
15 7 (1.72%) Distributed Architecture
16 5 (1.23%) Data Protection Act
16 5 (1.23%) Video Conferencing
17 4 (0.98%) Public Cloud
Operating Systems
1 32 (7.86%) Linux
2 20 (4.91%) Apple iOS
3 11 (2.70%) Android
4 4 (0.98%) Windows
Processes & Methodologies
1 196 (48.16%) CI/CD
2 172 (42.26%) Agile
3 144 (35.38%) Continuous Improvement
4 139 (34.15%) Software Engineering
5 124 (30.47%) DevOps
6 118 (28.99%) Mentoring
7 117 (28.75%) Problem-Solving
8 112 (27.52%) Test Automation
9 93 (22.85%) Microservices
10 86 (21.13%) Full-Stack Development
11 81 (19.90%) AI
12 80 (19.66%) User Experience
13 72 (17.69%) Computer Science
14 61 (14.99%) Containerisation
15 56 (13.76%) Scrum
16 55 (13.51%) Coaching
17 52 (12.78%) Clean Code
18 48 (11.79%) Roadmaps
19 45 (11.06%) Technical Leadership
20 44 (10.81%) Design Patterns
Programming Languages
1 150 (36.86%) Python
2 106 (26.04%) JavaScript
3 88 (21.62%) Java
4 80 (19.66%) TypeScript
5 60 (14.74%) SQL
6 54 (13.27%) C#
7 27 (6.63%) C++
8 22 (5.41%) Kotlin
9 19 (4.67%) Swift
10 17 (4.18%) Rust
11 16 (3.93%) C
12 12 (2.95%) PHP
13 10 (2.46%) Bash
14 9 (2.21%) Go
15 8 (1.97%) PowerShell
16 5 (1.23%) Apex Code
16 5 (1.23%) Groovy
16 5 (1.23%) Scala
17 2 (0.49%) Ruby
17 2 (0.49%) Shell Script
Qualifications
1 87 (21.38%) Degree
2 69 (16.95%) Computer Science Degree
3 26 (6.39%) Security Cleared
4 20 (4.91%) Master's Degree
5 13 (3.19%) SC Cleared
6 10 (2.46%) DV Cleared
7 4 (0.98%) ISTQB
8 3 (0.74%) Azure Certification
8 3 (0.74%) ISTQB Foundation Certification
9 2 (0.49%) AWS Certification
9 2 (0.49%) TOGAF Certification
10 1 (0.25%) BPSS Clearance
10 1 (0.25%) DBS Check
10 1 (0.25%) PhD
Quality Assurance & Compliance
1 115 (28.26%) QA
2 17 (4.18%) Software Quality Assurance
3 15 (3.69%) Accessibility
4 9 (2.21%) SLA
5 8 (1.97%) Data Quality
6 4 (0.98%) PCI DSS
6 4 (0.98%) WCAG
7 3 (0.74%) ISO 9001
7 3 (0.74%) ISO/IEC 27001
8 2 (0.49%) GDPR
8 2 (0.49%) PSD2
System Software
1 83 (20.39%) Docker
2 13 (3.19%) Hyper-V
2 13 (3.19%) KVM
2 13 (3.19%) VMware Infrastructure
3 11 (2.70%) Active Directory
4 5 (1.23%) Virtual Machines
5 3 (0.74%) Firmware
Systems Management
1 67 (16.46%) Kubernetes
2 43 (10.57%) Terraform
3 21 (5.16%) Grafana
4 20 (4.91%) Prometheus
5 9 (2.21%) Single Sign-On
6 4 (0.98%) HP Fortify
7 2 (0.49%) Argo
7 2 (0.49%) Nessus
7 2 (0.49%) Packer
7 2 (0.49%) Progress Chef
8 1 (0.25%) HP ALM
8 1 (0.25%) Kibana
Vendors
1 36 (8.85%) Microsoft
2 20 (4.91%) Google
3 17 (4.18%) VMware
4 13 (3.19%) Foundry
5 10 (2.46%) Palantir
6 9 (2.21%) Amplitude
6 9 (2.21%) Salesforce
7 6 (1.47%) Solace
8 5 (1.23%) Oracle
9 4 (0.98%) Cisco
9 4 (0.98%) F5
9 4 (0.98%) Palo Alto
10 3 (0.74%) EMC
10 3 (0.74%) Salesforce Marketing Cloud
11 2 (0.49%) Adobe
11 2 (0.49%) HubSpot
11 2 (0.49%) PayPal
11 2 (0.49%) SAP
11 2 (0.49%) SendGrid
11 2 (0.49%) Splunk