Period
to 19 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for SOLID skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SOLID over the 6 months to 19 October 2021 with a comparison to the same period in the previous 2 years.

SOLID Principles
England > Yorkshire
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 152 113 242
Rank change year-on-year -39 +129 -34
Permanent jobs citing SOLID 114 43 47
As % of all permanent jobs advertised in Yorkshire 1.70% 1.59% 0.68%
As % of the Processes & Methodologies category 1.80% 1.70% 0.74%
Number of salaries quoted 71 40 35
10th Percentile £35,000 £31,175 £27,850
25th Percentile £42,500 £37,500 £35,000
Median annual salary (50th Percentile) £55,000 £50,000 £37,500
Median % change year-on-year +10.00% +33.33% -11.76%
75th Percentile £63,750 £60,000 £47,500
90th Percentile " £64,250 £73,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

SOLID 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 6,317 2,535 6,378
As % of all permanent IT jobs advertised in Yorkshire 94.14% 93.82% 91.68%
Number of salaries quoted 4,797 2,223 5,152
10th Percentile £31,250 £31,250 £26,250
25th Percentile £37,500 £37,500 £33,000
Median annual salary (50th Percentile) £50,000 £47,250 £45,000
Median % change year-on-year +5.82% +5.00% +5.88%
75th Percentile £63,750 £57,500 £55,000
90th Percentile £75,000 £65,000 £65,000
England median annual salary £58,000 £55,000 £52,500
% change year-on-year +5.45% +4.76% -

SOLID
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for SOLID in Yorkshire

SOLID
Salary Trend in Yorkshire

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

Salary trend for SOLID in Yorkshire

SOLID
Salary Histogram in Yorkshire

Salary distribution for jobs citing SOLID in Yorkshire over the 6 months to 19 October 2021.

Salary histogram for SOLID in Yorkshire

SOLID
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SOLID within the Yorkshire region over the 6 months to 19 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 -52 68 £55,000 +4.76% 11
South Yorkshire -14 37 £57,500 - 4
North Yorkshire -6 8 £43,750 +34.62% 1
SOLID
England

For the 6 months to 19 October 2021, IT jobs citing SOLID 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 SOLID.

1 100 (87.72%) Agile Software Development
2 92 (80.70%) TDD
3 90 (78.95%) JavaScript
4 88 (77.19%) React
5 70 (61.40%) Docker
6 67 (58.77%) Java
7 64 (56.14%) Unit Testing
8 62 (54.39%) Software Engineering
9 61 (53.51%) Kubernetes
10 59 (51.75%) Scala
10 59 (51.75%) Kotlin
11 58 (50.88%) Azure
12 56 (49.12%) C#
13 54 (47.37%) OOP
13 54 (47.37%) AngularJS
14 52 (45.61%) DevOps
15 50 (43.86%) AWS
16 48 (42.11%) Python
16 48 (42.11%) Terraform
16 48 (42.11%) Don't repeat yourself (DRY)
17 47 (41.23%) Go
18 46 (40.35%) AWS CloudFormation
18 46 (40.35%) Vue.js
19 45 (39.47%) GCP
19 45 (39.47%) C++
19 45 (39.47%) Ruby
20 44 (38.60%) PHP
21 35 (30.70%) Scrum
22 33 (28.95%) NoSQL
23 32 (28.07%) Git (software)

SOLID
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 4 (3.51%) Elasticsearch
2 1 (0.88%) SharePoint
Applications
1 1 (0.88%) EngageOne
Cloud Services
1 58 (50.88%) Azure
2 50 (43.86%) AWS
3 46 (40.35%) AWS CloudFormation
4 45 (39.47%) GCP
5 14 (12.28%) PaaS
6 4 (3.51%) Azure Active Directory
6 4 (3.51%) Serverless
7 2 (1.75%) AWS Lambda
7 2 (1.75%) Azure Functions
7 2 (1.75%) Azure Service Bus
7 2 (1.75%) GitHub
8 1 (0.88%) Cloudflare
8 1 (0.88%) Cloudflare Workers
8 1 (0.88%) Heroku
8 1 (0.88%) npm
8 1 (0.88%) Stripe
Communications & Networking
1 1 (0.88%) HTTP
Database & Business Intelligence
1 33 (28.95%) NoSQL
2 21 (18.42%) MySQL
3 16 (14.04%) Redis
4 5 (4.39%) MongoDB
5 4 (3.51%) SQL Server
6 2 (1.75%) SQL Server 2019
7 1 (0.88%) Adabas
7 1 (0.88%) Amazon DynamoDB
7 1 (0.88%) PostgreSQL
Development Applications
1 32 (28.07%) Git (software)
2 16 (14.04%) Jenkins
3 14 (12.28%) Babel
3 14 (12.28%) webpack
4 2 (1.75%) JIRA
5 1 (0.88%) Bitbucket
5 1 (0.88%) Cypress.io
5 1 (0.88%) GitLab
5 1 (0.88%) Jasmine
5 1 (0.88%) Mercurial
5 1 (0.88%) Subversion
General
1 10 (8.77%) Finance
2 7 (6.14%) Social Skills
3 4 (3.51%) Law
4 2 (1.75%) Back Office
4 2 (1.75%) Retail
5 1 (0.88%) Banking
5 1 (0.88%) Games
5 1 (0.88%) Legal
Job Titles
1 60 (52.63%) Software Engineer
2 50 (43.86%) Developer
3 26 (22.81%) PHP Developer
4 19 (16.67%) Full Stack Developer
4 19 (16.67%) React Developer
5 14 (12.28%) Senior Software Engineer
6 7 (6.14%) .NET Developer
7 4 (3.51%) Lead Developer
8 3 (2.63%) Java Developer
9 2 (1.75%) JavaScript Developer
10 1 (0.88%) .NET Software Engineer
10 1 (0.88%) Analyst
10 1 (0.88%) Business Systems Analyst
10 1 (0.88%) C# Developer
10 1 (0.88%) C# Software Engineer
10 1 (0.88%) Python Developer
10 1 (0.88%) Senior .NET Developer
10 1 (0.88%) Senior Developer
10 1 (0.88%) Software Developer
10 1 (0.88%) Systems Analyst
Libraries, Frameworks & Software Standards
1 88 (77.19%) React
2 54 (47.37%) AngularJS
3 46 (40.35%) Vue.js
4 20 (17.54%) CSS
4 20 (17.54%) Node.js
5 18 (15.79%) .NET
5 18 (15.79%) HTML
5 18 (15.79%) RESTful
6 16 (14.04%) Redux
7 15 (13.16%) CodeIgniter
8 14 (12.28%) Kafka
9 11 (9.65%) Laravel
10 10 (8.77%) .NET Core
10 10 (8.77%) REST
11 9 (7.89%) LAMP
11 9 (7.89%) Symfony
12 6 (5.26%) ASP.NET Web API
13 5 (4.39%) .NET Framework
13 5 (4.39%) Entity Framework
14 3 (2.63%) ASP.NET
Miscellaneous
1 14 (12.28%) Legacy Code
1 14 (12.28%) User Experience
2 4 (3.51%) Data Centre
3 3 (2.63%) Enterprise Software
4 1 (0.88%) NHS
Operating Systems
1 3 (2.63%) Android
1 3 (2.63%) Apple iOS
2 1 (0.88%) Unix
Processes & Methodologies
1 100 (87.72%) Agile Software Development
2 92 (80.70%) TDD
3 64 (56.14%) Unit Testing
4 62 (54.39%) Software Engineering
5 54 (47.37%) OOP
6 52 (45.61%) DevOps
7 48 (42.11%) Don't repeat yourself (DRY)
8 35 (30.70%) Scrum
9 27 (23.68%) Full Stack Development
10 23 (20.18%) Test Automation
11 20 (17.54%) BDD
12 18 (15.79%) MVC
13 16 (14.04%) Domain-Driven Design
14 15 (13.16%) Kanban
15 13 (11.40%) OO
16 11 (9.65%) Continuous Integration
17 9 (7.89%) Pair Programming
17 9 (7.89%) Refactoring
17 9 (7.89%) SDLC
18 8 (7.02%) Continuous Delivery
Programming Languages
1 90 (78.95%) JavaScript
2 67 (58.77%) Java
3 59 (51.75%) Kotlin
3 59 (51.75%) Scala
4 56 (49.12%) C#
5 48 (42.11%) Python
6 47 (41.23%) Go
7 45 (39.47%) C++
7 45 (39.47%) Ruby
8 44 (38.60%) PHP
9 27 (23.68%) SQL
10 2 (1.75%) ES6
11 1 (0.88%) C
11 1 (0.88%) Natural
11 1 (0.88%) PHP 7
11 1 (0.88%) TypeScript
11 1 (0.88%) VB.NET
Quality Assurance & Compliance
1 3 (2.63%) QA
2 1 (0.88%) WCAG
System Software
1 70 (61.40%) Docker
2 4 (3.51%) Active Directory
Systems Management
1 61 (53.51%) Kubernetes
2 48 (42.11%) Terraform
3 14 (12.28%) Graphite
3 14 (12.28%) Opscode Chef
3 14 (12.28%) Prometheus
4 4 (3.51%) Single Sign-On
5 1 (0.88%) Ansible
Vendors
1 14 (12.28%) Splunk
2 5 (4.39%) Microsoft
3 2 (1.75%) Xamarin
4 1 (0.88%) Brio
4 1 (0.88%) MuleSoft
4 1 (0.88%) OpenText
4 1 (0.88%) SendGrid