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

6 months to
1 Mar 2026
Same period 2025 Same period 2024
Rank 345 211 287
Rank change year-on-year -134 +76 +46
Permanent jobs citing Code Quality 381 685 787
As % of all permanent jobs in the UK 0.54% 1.47% 1.01%
As % of the Processes & Methodologies category 0.69% 1.58% 1.14%
Number of salaries quoted 265 491 643
10th Percentile £45,850 £45,000 £38,066
25th Percentile £56,250 £59,375 £50,000
Median annual salary (50th Percentile) £76,000 £66,268 £62,500
Median % change year-on-year +14.69% +6.03% -7.41%
75th Percentile £91,250 £83,750 £82,500
90th Percentile £112,500 £95,000 £92,500
UK excluding London median annual salary £60,000 £66,225 £57,500
% change year-on-year -9.40% +15.17% +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 55,161 43,489 68,939
As % of all permanent jobs advertised in the UK 78.71% 93.04% 88.07%
Number of salaries quoted 33,069 21,992 52,917
10th Percentile £29,000 £33,000 £29,440
25th Percentile £38,750 £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 £76,250 £81,250 £75,000
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 1 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 1 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 -124 334 £76,000 +14.71% 549
London +9 184 £80,000 +5.26% 120
Work from Home -106 171 £76,000 +14.68% 320
UK excluding London -180 162 £60,000 -9.40% 492
North of England -47 48 £62,500 +6.38% 111
South East -108 35 £65,000 -18.75% 142
South West -29 27 £50,000 -6.98% 66
Midlands -24 23 £60,000 +26.32% 54
North West -35 22 £67,500 +22.73% 48
Yorkshire -31 20 £55,000 -35.73% 46
Scotland -27 18 £90,000 +5.57% 15
West Midlands +12 15 £56,250 +7.14% 20
East Midlands -43 8 £80,000 +76.80% 32
East of England -96 8 £60,000 -9.42% 80
North East -6 6 £61,750 -18.21% 17
Northern Ireland -29 2 £82,500 - 11
Wales -12 1 £37,500 -15.43% 27

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 (2.36%) Apache Airflow
1 9 (2.36%) Palantir Foundry
2 7 (1.84%) CMS
3 6 (1.57%) Apache
3 6 (1.57%) Apache Spark
3 6 (1.57%) Confluence
4 3 (0.79%) 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 2 (0.52%) Microsoft Office
Business Applications
1 2 (0.52%) Dynamics CRM
1 2 (0.52%) Dynamics NAV
2 1 (0.26%) Payment Gateway
2 1 (0.26%) Shopify
2 1 (0.26%) Temenos T24
Cloud Services
1 143 (37.53%) AWS
2 135 (35.43%) Azure
3 59 (15.49%) GitHub
3 59 (15.49%) Serverless
4 55 (14.44%) GCP
5 31 (8.14%) GitHub Actions
6 30 (7.87%) AWS Lambda
6 30 (7.87%) Azure DevOps
7 29 (7.61%) Amazon S3
8 28 (7.35%) SaaS
9 20 (5.25%) Amazon SQS
10 15 (3.94%) Entra ID
11 14 (3.67%) Azure App Service
11 14 (3.67%) PaaS
12 13 (3.41%) Power Platform
13 12 (3.15%) Dynamics 365
13 12 (3.15%) GitHub Copilot
14 11 (2.89%) AWS CloudFormation
14 11 (2.89%) Datadog
15 9 (2.36%) Snowflake
Communications & Networking
1 4 (1.05%) HTTP
1 4 (1.05%) SD-WAN
2 3 (0.79%) Firewall
3 2 (0.52%) Broadband
3 2 (0.52%) PuTTY
4 1 (0.26%) AMQP
4 1 (0.26%) LTE
4 1 (0.26%) MQTT
4 1 (0.26%) Network Security
Database & Business Intelligence
1 45 (11.81%) SQL Server
2 31 (8.14%) NoSQL
3 27 (7.09%) Relational Database
4 24 (6.30%) PostgreSQL
5 19 (4.99%) MongoDB
6 16 (4.20%) MySQL
7 11 (2.89%) BigQuery
8 10 (2.62%) Data Warehouse
8 10 (2.62%) DynamoDB
8 10 (2.62%) Elasticsearch
9 9 (2.36%) Power BI
10 8 (2.10%) SQL Server Integration Services
11 6 (1.57%) Looker
11 6 (1.57%) Tableau
12 4 (1.05%) Data Lake
13 3 (0.79%) Redis
13 3 (0.79%) SQL Server Analysis Services
14 2 (0.52%) Azure SQL Database
14 2 (0.52%) Big Data
14 2 (0.52%) Hadoop
Development Applications
1 71 (18.64%) Git
2 23 (6.04%) JIRA
3 16 (4.20%) Jenkins
4 15 (3.94%) GitLab
5 9 (2.36%) Cypress.io
5 9 (2.36%) SonarQube
6 8 (2.10%) JUnit
7 7 (1.84%) Gradle
7 7 (1.84%) Maven
7 7 (1.84%) Selenium
8 5 (1.31%) Storybook
8 5 (1.31%) Vite
9 4 (1.05%) Bitbucket
9 4 (1.05%) Mockito
9 4 (1.05%) webpack
10 3 (0.79%) Crashlytics
10 3 (0.79%) TestRail
10 3 (0.79%) XCTest
11 2 (0.52%) ESLint
11 2 (0.52%) Postman
General
1 156 (40.94%) Social Skills
2 74 (19.42%) Finance
3 32 (8.40%) Law
4 28 (7.35%) Analytical Skills
5 18 (4.72%) Health Technology
5 18 (4.72%) Influencing Skills
5 18 (4.72%) Legal
6 15 (3.94%) Organisational Skills
6 15 (3.94%) Tech for Good
7 14 (3.67%) Public Sector
7 14 (3.67%) Publishing
8 11 (2.89%) Marketing
9 10 (2.62%) Inclusion and Diversity
9 10 (2.62%) Telecoms
10 8 (2.10%) Billing
10 8 (2.10%) Financial Institution
11 7 (1.84%) Front Office
12 6 (1.57%) Advertising
12 6 (1.57%) Banking
12 6 (1.57%) Manufacturing
Job Titles
1 167 (43.83%) Developer
2 104 (27.30%) Senior
3 68 (17.85%) Lead
4 54 (14.17%) Software Engineer
5 40 (10.50%) Lead Developer
6 37 (9.71%) Senior Developer
7 28 (7.35%) Full-Stack Developer
8 27 (7.09%) Software Developer
9 25 (6.56%) Python Developer
10 22 (5.77%) .NET Developer
10 22 (5.77%) React Developer
11 18 (4.72%) Senior Software Engineer
12 17 (4.46%) AWS Developer
13 15 (3.94%) Java Developer
14 14 (3.67%) Full-Stack Engineer
14 14 (3.67%) Lead Python Developer
15 13 (3.41%) Lead .NET Developer
16 12 (3.15%) Backend Developer
16 12 (3.15%) Technical Leader
17 11 (2.89%) Engineering Manager
Libraries, Frameworks & Software Standards
1 96 (25.20%) React
2 85 (22.31%) .NET
3 82 (21.52%) RESTful
4 59 (15.49%) REST
5 44 (11.55%) CSS
5 44 (11.55%) Spring
6 40 (10.50%) Spring Boot
7 39 (10.24%) AngularJS
7 39 (10.24%) HTML
8 27 (7.09%) .NET Framework
9 26 (6.82%) Vue
10 25 (6.56%) Django
11 23 (6.04%) Entity Framework
11 23 (6.04%) Node.js
12 20 (5.25%) Kafka
13 17 (4.46%) HTML5
14 16 (4.20%) Next.js
15 15 (3.94%) .NET Core
15 15 (3.94%) CSS3
15 15 (3.94%) Razor View Engine
Miscellaneous
1 50 (13.12%) Cloud Native
2 34 (8.92%) Distributed Systems
3 31 (8.14%) Onboarding
4 28 (7.35%) Product Ownership
5 21 (5.51%) Mobile App
6 18 (4.72%) Legacy Systems
7 16 (4.20%) Data Structures
8 15 (3.94%) Algorithms
9 14 (3.67%) Greenfield Project
10 12 (3.15%) Self-Motivation
11 10 (2.62%) Client/Server
12 9 (2.36%) Foreign Exchange (FX)
13 8 (2.10%) Private Cloud
14 7 (1.84%) Analytical Mindset
14 7 (1.84%) Distributed Architecture
14 7 (1.84%) Enterprise Software
14 7 (1.84%) NHS
15 6 (1.57%) Virtual Team
16 5 (1.31%) Low-Code
17 4 (1.05%) Public Cloud
Operating Systems
1 21 (5.51%) Linux
2 11 (2.89%) Apple iOS
3 10 (2.62%) Android
Processes & Methodologies
1 189 (49.61%) CI/CD
2 176 (46.19%) Agile
3 146 (38.32%) Continuous Improvement
4 124 (32.55%) Software Engineering
5 118 (30.97%) Problem-Solving
6 116 (30.45%) DevOps
7 113 (29.66%) Mentoring
8 91 (23.88%) Full-Stack Development
9 88 (23.10%) Microservices
9 88 (23.10%) Test Automation
10 77 (20.21%) AI
11 72 (18.90%) User Experience
12 64 (16.80%) Computer Science
13 57 (14.96%) Scrum
14 52 (13.65%) Containerisation
15 50 (13.12%) Coaching
16 45 (11.81%) Technical Leadership
17 44 (11.55%) Roadmaps
18 42 (11.02%) Design Patterns
19 41 (10.76%) Clean Code
Programming Languages
1 140 (36.75%) Python
2 97 (25.46%) JavaScript
3 82 (21.52%) Java
4 81 (21.26%) TypeScript
5 65 (17.06%) SQL
6 56 (14.70%) C#
7 20 (5.25%) C++
8 15 (3.94%) Kotlin
9 13 (3.41%) Rust
10 10 (2.62%) Bash
10 10 (2.62%) Swift
11 9 (2.36%) C
12 8 (2.10%) Go
13 6 (1.57%) PHP
13 6 (1.57%) PowerShell
14 5 (1.31%) Apex Code
14 5 (1.31%) Scala
15 4 (1.05%) Groovy
16 2 (0.52%) R
16 2 (0.52%) T-SQL
Qualifications
1 86 (22.57%) Degree
2 63 (16.54%) Computer Science Degree
3 24 (6.30%) Security Cleared
4 21 (5.51%) Master's Degree
5 14 (3.67%) SC Cleared
6 5 (1.31%) DV Cleared
7 4 (1.05%) AWS Certification
7 4 (1.05%) ISTQB
8 3 (0.79%) Azure Certification
8 3 (0.79%) ISTQB Foundation Certification
9 2 (0.52%) AWS Certified Developer
9 2 (0.52%) AWS Certified Solutions Architect
9 2 (0.52%) TOGAF Certification
10 1 (0.26%) BPSS Clearance
10 1 (0.26%) DBS Check
10 1 (0.26%) PhD
Quality Assurance & Compliance
1 109 (28.61%) QA
2 17 (4.46%) Accessibility
3 14 (3.67%) Software Quality Assurance
4 9 (2.36%) SLA
5 8 (2.10%) Data Quality
6 7 (1.84%) WCAG
7 3 (0.79%) GDPR
7 3 (0.79%) PCI DSS
8 2 (0.52%) PSD2
System Software
1 78 (20.47%) Docker
2 13 (3.41%) Active Directory
3 9 (2.36%) Hyper-V
3 9 (2.36%) KVM
3 9 (2.36%) VMware Infrastructure
4 1 (0.26%) Virtual Machines
Systems Management
1 62 (16.27%) Kubernetes
2 40 (10.50%) Terraform
3 22 (5.77%) Grafana
4 21 (5.51%) Prometheus
5 9 (2.36%) Single Sign-On
6 4 (1.05%) 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 (10.50%) Microsoft
2 17 (4.46%) Google
3 13 (3.41%) VMware
4 10 (2.62%) Foundry
5 9 (2.36%) Palantir
6 7 (1.84%) Salesforce
7 5 (1.31%) Solace
8 4 (1.05%) Cisco
8 4 (1.05%) F5
8 4 (1.05%) Guidewire
8 4 (1.05%) OpenAI
8 4 (1.05%) Oracle
8 4 (1.05%) Palo Alto
9 3 (0.79%) Amplitude
9 3 (0.79%) EMC
9 3 (0.79%) Salesforce Marketing Cloud
10 2 (0.52%) Databricks
10 2 (0.52%) HubSpot
10 2 (0.52%) SAP
10 2 (0.52%) SendGrid