Period
to 27 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Clean Code skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clean Code over the 6 months to 27 October 2021 with a comparison to the same period in the previous 2 years.

Clean Code
England > Yorkshire
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 216 121 233
Rank change year-on-year -95 +112 -28
Permanent jobs citing Clean Code 46 39 56
As % of all permanent jobs advertised in Yorkshire 0.68% 1.39% 0.81%
As % of the Processes & Methodologies category 0.72% 1.48% 0.89%
Number of salaries quoted 29 37 47
10th Percentile £27,500 £28,750 £22,800
25th Percentile £32,500 £36,250 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +28.57%
75th Percentile £55,000 £55,000 £52,500
90th Percentile £64,750 £58,500 £62,500
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +9.52%

Clean Code is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,390 2,637 6,319
As % of all permanent IT jobs advertised in Yorkshire 93.97% 93.78% 91.74%
Number of salaries quoted 4,847 2,306 5,117
10th Percentile £31,250 £31,250 £26,150
25th Percentile £38,500 £37,500 £33,250
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £63,750 £58,563 £55,000
90th Percentile £75,000 £66,250 £65,000
England median annual salary £59,500 £55,000 £52,500
% change year-on-year +8.18% +4.76% -

Clean Code
Job Vacancy Trend in Yorkshire

Job postings citing Clean Code as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Clean Code in Yorkshire

Clean Code
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Clean Code in Yorkshire.

Salary trend for Clean Code in Yorkshire

Clean Code
Salary Histogram in Yorkshire

Salary distribution for jobs citing Clean Code in Yorkshire over the 6 months to 27 October 2021.

Salary histogram for Clean Code in Yorkshire

Clean Code
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clean Code within the Yorkshire region over the 6 months to 27 October 2021. 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
Job
Vacancies
West Yorkshire -88 27 £47,500 - 12
North Yorkshire -17 4 £47,500 -13.64% 1
South Yorkshire - 2 - -
Clean Code
England

For the 6 months to 27 October 2021, IT jobs citing Clean Code also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Clean Code.

1 29 (63.04%) CSS
2 27 (58.70%) HTML
3 24 (52.17%) JavaScript
4 18 (39.13%) Software Engineering
5 17 (36.96%) C#
5 17 (36.96%) .NET
6 16 (34.78%) React
7 15 (32.61%) Python
7 15 (32.61%) Relational Database
8 13 (28.26%) MVC
8 13 (28.26%) Finance
9 12 (26.09%) Banking
9 12 (26.09%) Retail
9 12 (26.09%) Virtual Team
9 12 (26.09%) Legacy Systems
9 12 (26.09%) Full Stack Development
10 11 (23.91%) SQL Server
11 10 (21.74%) .NET Framework
11 10 (21.74%) jQuery
11 10 (21.74%) Social Skills
12 9 (19.57%) PHP
13 8 (17.39%) Microsoft
13 8 (17.39%) HOOD
13 8 (17.39%) Logistics
13 8 (17.39%) Entity Framework
14 7 (15.22%) Sass
14 7 (15.22%) Azure
14 7 (15.22%) Adobe
14 7 (15.22%) ASP.NET
15 6 (13.04%) Web Services

Clean Code
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (10.87%) WordPress
2 2 (4.35%) CMS
2 2 (4.35%) Umbraco
3 1 (2.17%) Drupal
Applications
1 4 (8.70%) Adobe Creative Suite
2 3 (6.52%) Adobe Illustrator
2 3 (6.52%) Photoshop
3 1 (2.17%) Sketch
Cloud Services
1 7 (15.22%) Azure
2 5 (10.87%) AWS
3 2 (4.35%) GCP
3 2 (4.35%) Google Analytics
3 2 (4.35%) Google Tag Manager
3 2 (4.35%) Serverless
4 1 (2.17%) AWS Lambda
4 1 (2.17%) Azure Service Fabric
4 1 (2.17%) Azure Storage
4 1 (2.17%) SaaS
Database & Business Intelligence
1 15 (32.61%) Relational Database
2 11 (23.91%) SQL Server
3 5 (10.87%) MySQL
4 2 (4.35%) NoSQL
Development Applications
1 6 (13.04%) Git (software)
2 1 (2.17%) Grunt
2 1 (2.17%) gulp
2 1 (2.17%) Jenkins
2 1 (2.17%) Octopus Deploy
2 1 (2.17%) TeamCity
2 1 (2.17%) webpack
General
1 13 (28.26%) Finance
2 12 (26.09%) Banking
2 12 (26.09%) Retail
3 10 (21.74%) Social Skills
4 3 (6.52%) Analytical Skills
4 3 (6.52%) Marketing
5 2 (4.35%) Presentation Skills
5 2 (4.35%) Wearables
6 1 (2.17%) Automotive
Job Titles
1 31 (67.39%) Developer
2 14 (30.43%) Software Engineer
3 9 (19.57%) Full Stack Developer
4 5 (10.87%) C# Developer
4 5 (10.87%) Front End Developer (Client-Side Developer)
4 5 (10.87%) Senior Software Engineer
5 4 (8.70%) Software Manager
5 4 (8.70%) Web Developer
6 3 (6.52%) Senior Developer
6 3 (6.52%) Software Developer
7 2 (4.35%) .NET Developer
7 2 (4.35%) C++ Developer
7 2 (4.35%) C++ Software Developer
7 2 (4.35%) React Developer
7 2 (4.35%) Senior C# Developer
7 2 (4.35%) Senior Full Stack Developer
7 2 (4.35%) UX Developer
8 1 (2.17%) .NET Development Team Leader
8 1 (2.17%) iOS Developer
8 1 (2.17%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 29 (63.04%) CSS
2 27 (58.70%) HTML
3 17 (36.96%) .NET
4 16 (34.78%) React
5 10 (21.74%) .NET Framework
5 10 (21.74%) jQuery
6 8 (17.39%) Entity Framework
7 7 (15.22%) ASP.NET
7 7 (15.22%) Sass
8 6 (13.04%) .NET Core
8 6 (13.04%) AngularJS
8 6 (13.04%) CSS3
8 6 (13.04%) LESS
8 6 (13.04%) Web Services
9 5 (10.87%) ASP.NET Web API
10 4 (8.70%) Ajax
10 4 (8.70%) ASP.NET MVC
10 4 (8.70%) HTML5
10 4 (8.70%) RESTful
11 3 (6.52%) Node.js
Miscellaneous
1 12 (26.09%) Legacy Systems
1 12 (26.09%) Virtual Team
2 3 (6.52%) Self-Motivation
2 3 (6.52%) User Experience
3 2 (4.35%) Enterprise Software
3 2 (4.35%) Mobile App
3 2 (4.35%) Renewable Energy
4 1 (2.17%) Analytical Mindset
4 1 (2.17%) Animation
4 1 (2.17%) Legacy Code
4 1 (2.17%) Life Science
4 1 (2.17%) Public Cloud
Operating Systems
1 4 (8.70%) Windows
2 2 (4.35%) Apple iOS
2 2 (4.35%) Linux
3 1 (2.17%) Android
Processes & Methodologies
1 18 (39.13%) Software Engineering
2 13 (28.26%) MVC
3 12 (26.09%) Full Stack Development
4 8 (17.39%) HOOD
4 8 (17.39%) Logistics
5 6 (13.04%) Coaching
6 5 (10.87%) Agile Software Development
6 5 (10.87%) Computer Science
6 5 (10.87%) Front End Development
6 5 (10.87%) Mentoring
6 5 (10.87%) Web Development
7 4 (8.70%) DevOps
7 4 (8.70%) Microservices
8 3 (6.52%) Analytics
8 3 (6.52%) Mobile First
8 3 (6.52%) OO
8 3 (6.52%) Test Automation
9 2 (4.35%) Information Management
9 2 (4.35%) OOP
9 2 (4.35%) TDD
Programming Languages
1 24 (52.17%) JavaScript
2 17 (36.96%) C#
3 15 (32.61%) Python
4 9 (19.57%) PHP
5 4 (8.70%) Java
5 4 (8.70%) SQL
5 4 (8.70%) TypeScript
6 3 (6.52%) VB.NET
7 2 (4.35%) C++
7 2 (4.35%) JSX
7 2 (4.35%) T-SQL
8 1 (2.17%) Apple Swift
8 1 (2.17%) Ruby
Qualifications
1 3 (6.52%) Computer Science Degree
1 3 (6.52%) Degree
Quality Assurance & Compliance
1 1 (2.17%) Accessibility
1 1 (2.17%) QA
System Software
1 1 (2.17%) Docker
Vendors
1 8 (17.39%) Microsoft
2 7 (15.22%) Adobe
3 4 (8.70%) Google
3 4 (8.70%) WooCommerce
4 2 (4.35%) ANSYS
4 2 (4.35%) Bloomberg