Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 11 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Spring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spring over the 6 months to 11 December 2019 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > Yorkshire
6 months to
11 Dec 2019		 Same period 2018 Same period 2017
Rank 69 58 104
Rank change year-on-year -11 +46 +39
Permanent jobs citing Spring 249 321 265
As % of all permanent IT jobs advertised in Yorkshire 3.85% 4.04% 2.71%
As % of the Libraries, Frameworks & Software Standards category 10.67% 10.66% 7.25%
Number of salaries quoted 235 279 241
Yorkshire median annual salary £48,000 £45,000 £50,000
Median salary % change year-on-year +6.67% -10.00% +11.11%
10th Percentile £30,000 £32,500 £35,000
90th Percentile £63,750 £62,500 £60,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Spring is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Yorkshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,333 3,010 3,654
As % of all permanent IT jobs advertised in Yorkshire 36.09% 37.88% 37.30%
Number of salaries quoted 2,027 2,471 3,146
Yorkshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £27,500 £28,750 £26,250
90th Percentile £65,000 £59,000 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Spring
Job Vacancy Trend in Yorkshire

Job postings citing Spring as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Spring in Yorkshire

Spring
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Spring in Yorkshire.

Salary trend for Spring in Yorkshire

Spring
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Spring in Yorkshire over the 6 months to 11 December 2019.

Salary histogram for Spring in Yorkshire

Spring
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the Yorkshire region over the 6 months to 11 December 2019. 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 +33 180 £50,000 +5.26% 27
North Yorkshire -18 42 £45,000 - 10
South Yorkshire -33 26 £47,500 +5.56%
East Yorkshire +7 1 £41,500 +7.10%
Spring
England

For the 6 months to 11 December 2019, IT jobs citing Spring 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 Spring.

1 201 (80.72%) Java
2 157 (63.05%) Agile Software Development
3 133 (53.41%) Spring Boot
4 79 (31.73%) JavaScript
5 78 (31.33%) Docker
6 77 (30.92%) Microservices
7 72 (28.92%) TDD
8 67 (26.91%) Java 8
9 66 (26.51%) Software Engineering
10 63 (25.30%) MVC
11 60 (24.10%) .NET
12 54 (21.69%) SQL
13 52 (20.88%) C#
14 50 (20.08%) ASP.NET
15 49 (19.68%) Web Services
15 49 (19.68%) JUnit
16 48 (19.28%) Kubernetes
17 47 (18.88%) DevOps
17 47 (18.88%) Git (software)
18 44 (17.67%) Mentoring
18 44 (17.67%) Jenkins
19 43 (17.27%) MySQL
19 43 (17.27%) Oracle
19 43 (17.27%) CSS
20 42 (16.87%) HTML
21 41 (16.47%) Hibernate
21 41 (16.47%) AWS
22 40 (16.06%) BDD
23 37 (14.86%) AngularJS
23 37 (14.86%) Kotlin

Spring
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 18 (7.23%) IIS
2 17 (6.83%) Tomcat
3 13 (5.22%) CMS
3 13 (5.22%) Confluence
4 7 (2.81%) Apache
4 7 (2.81%) Cloud Foundry
5 4 (1.61%) JBoss
5 4 (1.61%) nginx
5 4 (1.61%) WebLogic
5 4 (1.61%) WebSphere
6 3 (1.20%) Mule
7 2 (0.80%) Moodle
7 2 (0.80%) SharePoint
7 2 (0.80%) Sitecore CMS
7 2 (0.80%) WebLogic Portal
8 1 (0.40%) Drupal
8 1 (0.40%) Elasticsearch
8 1 (0.40%) WordPress
Applications
1 8 (3.21%) MS Visio
2 3 (1.20%) Spreadsheet
3 1 (0.40%) Adobe Illustrator
3 1 (0.40%) InDesign
3 1 (0.40%) Photoshop
Business Applications
1 1 (0.40%) Payment Gateway
Cloud Services
1 41 (16.47%) AWS
2 9 (3.61%) GCP
3 4 (1.61%) Azure
3 4 (1.61%) Slack
4 3 (1.20%) IaaS
4 3 (1.20%) PaaS
4 3 (1.20%) Power Platform
5 2 (0.80%) GitHub
6 1 (0.40%) Amazon EC2
6 1 (0.40%) Amazon ECS
6 1 (0.40%) Amazon S3
6 1 (0.40%) Apigee
6 1 (0.40%) AWS Lambda
6 1 (0.40%) OpenShift
6 1 (0.40%) SaaS
6 1 (0.40%) Serverless
Communications & Networking
1 3 (1.20%) Internet
2 2 (0.80%) SSL
2 2 (0.80%) X.509
Database & Business Intelligence
1 43 (17.27%) MySQL
2 36 (14.46%) PostgreSQL
3 25 (10.04%) NoSQL
4 23 (9.24%) MongoDB
5 22 (8.84%) SQL Server
6 19 (7.63%) Relational Database
7 16 (6.43%) RDBMS
8 12 (4.82%) DB2
9 10 (4.02%) Amazon DynamoDB
10 9 (3.61%) Riak
11 8 (3.21%) Hadoop
12 4 (1.61%) MarkLogic
13 3 (1.20%) Power BI
13 3 (1.20%) Redis
14 2 (0.80%) Apache Cassandra
15 1 (0.40%) Amazon Aurora
15 1 (0.40%) Amazon Redshift
15 1 (0.40%) Oracle Database
Development Applications
1 49 (19.68%) JUnit
2 47 (18.88%) Git (software)
3 44 (17.67%) Jenkins
4 34 (13.65%) Maven
5 20 (8.03%) Selenium
6 18 (7.23%) Visual Studio
7 15 (6.02%) Subversion
8 14 (5.62%) JIRA
9 12 (4.82%) Ant
10 10 (4.02%) IntelliJ
11 8 (3.21%) Android Studio
11 8 (3.21%) Eclipse
11 8 (3.21%) Gatling
11 8 (3.21%) Mockito
11 8 (3.21%) Team Foundation Server
11 8 (3.21%) VSS/SourceSafe
12 6 (2.41%) GitLab
13 5 (2.01%) Cucumber
14 4 (1.61%) Jasmine
14 4 (1.61%) Karma Test Runner
General
1 23 (9.24%) Finance
2 16 (6.43%) Marketing
3 9 (3.61%) Manufacturing
4 8 (3.21%) Retail
5 3 (1.20%) Banking
5 3 (1.20%) Online Betting
5 3 (1.20%) Public Sector
6 2 (0.80%) Retail Banking
7 1 (0.40%) Advertising
7 1 (0.40%) Military
Job Titles
1 159 (63.86%) Developer
2 99 (39.76%) Java Developer
3 58 (23.29%) Software Developer
4 54 (21.69%) Java Engineer
4 54 (21.69%) Software Engineer
5 50 (20.08%) Senior Developer
6 39 (15.66%) Java Software Engineer
7 34 (13.65%) Senior Java Developer
8 29 (11.65%) C# Developer
9 24 (9.64%) C# Software Developer
10 20 (8.03%) Senior Software Engineer
11 16 (6.43%) Java Software Developer
12 12 (4.82%) Senior C# Developer
12 12 (4.82%) Senior Java Engineer
12 12 (4.82%) Senior Java Software Engineer
13 11 (4.42%) Junior
13 11 (4.42%) Junior Developer
13 11 (4.42%) Principal Software Engineer
13 11 (4.42%) Senior Software Developer
13 11 (4.42%) Technical Architect
Libraries, Frameworks & Software Standards
1 133 (53.41%) Spring Boot
2 60 (24.10%) .NET
3 50 (20.08%) ASP.NET
4 49 (19.68%) Web Services
5 43 (17.27%) CSS
6 42 (16.87%) HTML
7 41 (16.47%) Hibernate
8 37 (14.86%) AngularJS
9 34 (13.65%) Node.js
10 27 (10.84%) Dropwizard
11 24 (9.64%) JSON
11 24 (9.64%) REST
12 23 (9.24%) jQuery
13 21 (8.43%) React
14 20 (8.03%) Kafka
15 19 (7.63%) ASP.NET Web API
15 19 (7.63%) RabbitMQ
16 18 (7.23%) RESTful
16 18 (7.23%) XML
17 17 (6.83%) J2EE
Miscellaneous
1 24 (9.64%) Greenfield Project
2 18 (7.23%) Enterprise Software
3 17 (6.83%) Self-Motivation
4 12 (4.82%) Mobile App
5 4 (1.61%) User Experience
6 2 (0.80%) Analytical Skills
6 2 (0.80%) Management Information System
6 2 (0.80%) PKI
7 1 (0.40%) Algorithms
7 1 (0.40%) Data Structures
7 1 (0.40%) e-Learning
7 1 (0.40%) Linux Command Line
7 1 (0.40%) N-Tier
Operating Systems
1 19 (7.63%) Linux
2 12 (4.82%) Windows
3 10 (4.02%) Unix
4 9 (3.61%) Android
5 8 (3.21%) Windows 7
5 8 (3.21%) Windows 8
6 4 (1.61%) Apple iOS
7 1 (0.40%) Windows Server
Processes & Methodologies
1 157 (63.05%) Agile Software Development
2 77 (30.92%) Microservices
3 72 (28.92%) TDD
4 66 (26.51%) Software Engineering
5 63 (25.30%) MVC
6 47 (18.88%) DevOps
7 44 (17.67%) Mentoring
8 40 (16.06%) BDD
9 34 (13.65%) IT Strategy
9 34 (13.65%) Test Automation
10 32 (12.85%) Scrum
11 30 (12.05%) Continuous Integration
12 21 (8.43%) Unit Testing
13 17 (6.83%) System Testing
14 16 (6.43%) Problem-Solving
14 16 (6.43%) Waterfall
15 15 (6.02%) Coaching
16 14 (5.62%) Kanban
17 13 (5.22%) Open Source
18 12 (4.82%) SDLC
Programming Languages
1 201 (80.72%) Java
2 79 (31.73%) JavaScript
3 67 (26.91%) Java 8
4 54 (21.69%) SQL
5 52 (20.88%) C#
6 37 (14.86%) Kotlin
7 32 (12.85%) Python
8 29 (11.65%) PHP
9 10 (4.02%) TypeScript
10 8 (3.21%) Objective-C
11 5 (2.01%) ES6
12 4 (1.61%) Ruby
13 3 (1.20%) Perl
13 3 (1.20%) T-SQL
13 3 (1.20%) VBA
14 2 (0.80%) Groovy
15 1 (0.40%) Bash Shell
15 1 (0.40%) PowerShell
15 1 (0.40%) Scala
15 1 (0.40%) VB
Qualifications
1 9 (3.61%) Degree
2 4 (1.61%) Master's Degree
3 3 (1.20%) ISEB
3 3 (1.20%) ISTQB
4 2 (0.80%) SC Cleared
4 2 (0.80%) Security Cleared
5 1 (0.40%) AWS Certification
5 1 (0.40%) Computer Science Degree
Quality Assurance & Compliance
1 13 (5.22%) QA
2 1 (0.40%) SLA
System Software
1 78 (31.33%) Docker
Systems Management
1 48 (19.28%) Kubernetes
2 34 (13.65%) Terraform
3 15 (6.02%) Ansible
4 11 (4.42%) Puppet
5 8 (3.21%) Opscode Chef
6 4 (1.61%) Packer
7 1 (0.40%) cPanel
7 1 (0.40%) Grafana
7 1 (0.40%) Kibana
7 1 (0.40%) Oracle Identity Manager
7 1 (0.40%) SCOM
Vendors
1 43 (17.27%) Oracle
2 7 (2.81%) OutSystems
3 4 (1.61%) UiPath
4 3 (1.20%) Splunk
5 2 (0.80%) Blackboard
5 2 (0.80%) Google
5 2 (0.80%) Sitecore
6 1 (0.40%) Adobe
6 1 (0.40%) AppDynamics
6 1 (0.40%) hybris
6 1 (0.40%) Microsoft
6 1 (0.40%) Xamarin
6 1 (0.40%) Zend