Clean Code Job Trends in the West Midlands

Clean Code
England > West Midlands

The table below provides summary statistics and salary benchmarking for jobs advertised in the West Midlands requiring Clean Code skills. It covers permanent job vacancies from the 6 months leading up to 31 May 2026, with comparisons to the same periods in the previous two years.

6 months to
31 May 2026
Same period 2025 Same period 2024
Rank 184 128 179
Rank change year-on-year -56 +51 +57
Permanent jobs citing Clean Code 19 44 75
As % of all permanent jobs in the West Midlands 0.22% 1.44% 0.95%
As % of the Processes & Methodologies category 0.30% 1.62% 1.17%
Number of salaries quoted 17 14 65
10th Percentile - £37,900 £35,000
25th Percentile £24,000 £44,813 £42,500
Median annual salary (50th Percentile) £25,000 £60,000 £50,000
Median % change year-on-year -58.33% +20.00% -23.08%
75th Percentile £57,500 £62,500 £67,500
90th Percentile £60,000 £70,760 £72,500
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -14.29%

All Process & Methodology Skills
West Midlands

Clean Code 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 in the West Midlands.

Permanent vacancies with a requirement for process or methodology skills 6,246 2,713 6,402
As % of all permanent jobs advertised in the West Midlands 72.99% 89.07% 81.11%
Number of salaries quoted 3,781 1,569 4,665
10th Percentile £30,580 £28,822 £26,350
25th Percentile £40,000 £37,000 £35,700
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -4.76%
75th Percentile £70,000 £67,500 £65,000
90th Percentile £85,000 £79,000 £77,500
England median annual salary £60,000 £59,000 £55,000
% change year-on-year +1.69% +7.27% -12.00%

Clean Code
Job Vacancy Trend in the West Midlands

Historical trend showing the proportion of permanent IT job postings citing Clean Code relative to all permanent IT jobs advertised in the West Midlands.

Clean Code job vacancy trend in the West Midlands

Clean Code
Salary Trend in the West Midlands

Salary distribution trend for jobs in the West Midlands citing Clean Code.

Salary distribution trend for jobs in the West Midlands citing Clean Code

Clean Code
Salary Histogram in the West Midlands

Salary distribution for jobs citing Clean Code in the West Midlands over the 6 months to 31 May 2026.

Salary histogram for Clean Code in the West Midlands

Clean Code
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clean Code within the West Midlands region over the 6 months to 31 May 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
Birmingham -29 16 £24,000 -60.00% 1
Worcestershire - 2 £42,500 -
Shropshire - 1 £62,500 - 1
Clean Code
England

Clean Code
Co-Occurring Skills & Capabilities in the West Midlands 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 2 (10.53%) Apache Airflow
2 1 (5.26%) Apache
Cloud Services
1 4 (21.05%) AWS
2 3 (15.79%) Azure
3 2 (10.53%) Power Platform
4 1 (5.26%) Azure Functions
4 1 (5.26%) Azure Logic Apps
4 1 (5.26%) Copilot Studio
4 1 (5.26%) Dagster
4 1 (5.26%) dbt
4 1 (5.26%) Microsoft Copilot
4 1 (5.26%) Power Automate
4 1 (5.26%) PowerApps
4 1 (5.26%) Prefect
4 1 (5.26%) SaaS
4 1 (5.26%) Serverless
Database & Business Intelligence
1 2 (10.53%) MariaDB
1 2 (10.53%) MySQL
1 2 (10.53%) Relational Database
1 2 (10.53%) SQL Server
2 1 (5.26%) Data Vault
2 1 (5.26%) Data Warehouse
2 1 (5.26%) Delta Lake
2 1 (5.26%) Power BI
2 1 (5.26%) Spark SQL
Development Applications
1 4 (21.05%) Git
General
1 8 (42.11%) Marketing
2 4 (21.05%) Manufacturing
2 4 (21.05%) Retail
3 2 (10.53%) Analytical Skills
4 1 (5.26%) Finance
4 1 (5.26%) Games
4 1 (5.26%) Social Skills
Job Titles
1 8 (42.11%) Developer
1 8 (42.11%) Digital Executive
1 8 (42.11%) Digital Marketing Executive
1 8 (42.11%) Marketing Executive
1 8 (42.11%) Trainee
2 4 (21.05%) RPG Developer
3 2 (10.53%) AWS Engineer
3 2 (10.53%) Data Engineer
3 2 (10.53%) PHP Developer
3 2 (10.53%) Senior
4 1 (5.26%) AWS Data Engineer
4 1 (5.26%) Azure Developer
4 1 (5.26%) Azure Engineer
4 1 (5.26%) Full-Stack Engineer
4 1 (5.26%) Graduate C# Software Developer
4 1 (5.26%) Graduate Software Developer
4 1 (5.26%) Graduate SQL Developer
4 1 (5.26%) Python Engineer
4 1 (5.26%) Senior Data Engineer
4 1 (5.26%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 5 (26.32%) .NET
2 4 (21.05%) CSS
2 4 (21.05%) EDI
3 3 (15.79%) HTML
4 1 (5.26%) .NET Core
4 1 (5.26%) ASP.NET
4 1 (5.26%) ASP.NET Core
4 1 (5.26%) Blazor
4 1 (5.26%) D3.js
4 1 (5.26%) Flask
4 1 (5.26%) jQuery
4 1 (5.26%) NumPy
4 1 (5.26%) Pandas
4 1 (5.26%) PySpark
4 1 (5.26%) pytest
4 1 (5.26%) REST
4 1 (5.26%) RESTful
4 1 (5.26%) scikit-learn
4 1 (5.26%) Semantic Kernel
Miscellaneous
1 4 (21.05%) AS400
1 4 (21.05%) iSeries
2 2 (10.53%) Analytical Mindset
2 2 (10.53%) Legacy Applications
2 2 (10.53%) Legacy Systems
3 1 (5.26%) AI Agents
3 1 (5.26%) Cloud Native
3 1 (5.26%) Distributed Systems
3 1 (5.26%) Sports Betting
3 1 (5.26%) Virtual Team
Processes & Methodologies
1 8 (42.11%) Digital Marketing
2 6 (31.58%) Agile
2 6 (31.58%) Problem-Solving
3 5 (26.32%) CI/CD
4 4 (21.05%) Collaborative Culture
4 4 (21.05%) SDLC
5 3 (15.79%) Mentoring
6 2 (10.53%) Code Quality
6 2 (10.53%) Continuous Improvement
6 2 (10.53%) Data Engineering
6 2 (10.53%) Data Modelling
6 2 (10.53%) Decision-Making
6 2 (10.53%) E-Commerce
6 2 (10.53%) Refactoring
7 1 (5.26%) Business Intelligence
7 1 (5.26%) LLM
7 1 (5.26%) MVC
7 1 (5.26%) OO
7 1 (5.26%) OOP
7 1 (5.26%) Workflow
Programming Languages
1 8 (42.11%) SQL
2 6 (31.58%) C#
3 4 (21.05%) JavaScript
3 4 (21.05%) Python
3 4 (21.05%) RPG
3 4 (21.05%) RPG IV
3 4 (21.05%) RPG/400
4 3 (15.79%) PHP
5 2 (10.53%) Java
6 1 (5.26%) C++
6 1 (5.26%) T-SQL
Qualifications
1 9 (47.37%) Degree
2 1 (5.26%) AWS Certification
2 1 (5.26%) Computer Science Degree
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
System Software
1 1 (5.26%) Docker
Systems Management
1 1 (5.26%) Terraform
Vendors
1 4 (21.05%) IBM
2 1 (5.26%) Databricks
2 1 (5.26%) Informatica
2 1 (5.26%) Microsoft
2 1 (5.26%) OpenAI