Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 April 2018

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 20 April 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > Yorkshire
6 months to
20 Apr 2018		 Same period 2017 Same period 2016
Rank 87 99 81
Rank change year-on-year +12 -18 +42
Permanent jobs citing Spring 322 315 426
As % of all permanent IT jobs advertised in Yorkshire 3.10% 2.94% 3.41%
As % of the Libraries, Frameworks & Software Standards category 7.99% 7.27% 8.64%
Number of salaries quoted 294 288 400
Yorkshire median annual salary £47,000 £47,500 £45,000
Median salary % change year-on-year -1.05% +5.56% +4.65%
10th Percentile £35,000 £31,425 £29,875
90th Percentile £56,250 £66,250 £60,000
England median annual salary £55,000 £53,500 £52,500
% change year-on-year +2.80% +1.90% -

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 4,032 4,332 4,931
As % of all permanent IT jobs advertised in Yorkshire 38.84% 40.49% 39.52%
Number of salaries quoted 3,587 3,836 4,158
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £27,000
90th Percentile £60,000 £58,750 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 20 April 2018.

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 20 April 2018. 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 +19 243 £47,500 -5.00% 35
South Yorkshire +22 54 £45,000 - 14
North Yorkshire -20 27 £45,500 +13.75% 4
East Yorkshire -3 2 £47,500 +35.71% 1
Spring
England

For the 6 months to 20 April 2018, 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.

1 320 (99.38%) Java
2 224 (69.57%) Agile Software Development
3 151 (46.89%) JavaScript
4 124 (38.51%) Hibernate
5 116 (36.02%) AngularJS
6 112 (34.78%) TDD
7 100 (31.06%) Spring Boot
8 97 (30.12%) Java 8
9 92 (28.57%) MySQL
10 87 (27.02%) HTML
11 85 (26.40%) CSS
12 81 (25.16%) Tomcat
13 79 (24.53%) Oracle
14 78 (24.22%) SQL
14 78 (24.22%) RESTful
15 77 (23.91%) Software Engineering
16 68 (21.12%) Microservices
17 67 (20.81%) Web Services
18 63 (19.57%) OO
19 62 (19.25%) NoSQL
20 60 (18.63%) Git (software)
21 56 (17.39%) MVC
21 56 (17.39%) Docker
22 54 (16.77%) JSON
22 54 (16.77%) Finance
23 53 (16.46%) Scrum
24 51 (15.84%) Node.js
24 51 (15.84%) React
25 50 (15.53%) MongoDB
26 48 (14.91%) JUnit

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 81 (25.16%) Tomcat
2 17 (5.28%) JBoss
3 15 (4.66%) WebLogic
4 9 (2.80%) Confluence
5 8 (2.48%) Jetty
6 6 (1.86%) Apache
6 6 (1.86%) Moodle
7 4 (1.24%) Oracle Workflow
8 3 (0.93%) Elasticsearch
8 3 (0.93%) WebSphere
9 2 (0.62%) Apache ServiceMix
9 2 (0.62%) Apache Solr
9 2 (0.62%) Oracle SOA Suite
9 2 (0.62%) Tornado
9 2 (0.62%) WordPress
10 1 (0.31%) BizTalk Server
10 1 (0.31%) IIS
Business Applications
1 3 (0.93%) SAP Hybris
Cloud Services
1 23 (7.14%) Amazon AWS
2 7 (2.17%) Microsoft Azure
3 5 (1.55%) Google Cloud Platform
4 2 (0.62%) Serverless
5 1 (0.31%) GitHub
5 1 (0.31%) Google Analytics
5 1 (0.31%) IaaS
5 1 (0.31%) Loggly
5 1 (0.31%) SaaS
5 1 (0.31%) Sumo Logic
Communications & Networking
1 7 (2.17%) HTTP
2 4 (1.24%) Internet
3 3 (0.93%) AMQP
4 1 (0.31%) SSL
Database & Business Intelligence
1 92 (28.57%) MySQL
2 62 (19.25%) NoSQL
3 50 (15.53%) MongoDB
4 38 (11.80%) PostgreSQL
5 23 (7.14%) Apache Cassandra
6 22 (6.83%) Relational Database
7 13 (4.04%) Riak
8 7 (2.17%) SQL Server
9 6 (1.86%) DB2
10 5 (1.55%) RDBMS
10 5 (1.55%) Redis
11 4 (1.24%) Data Warehouse
11 4 (1.24%) Enterprise Data Warehouse
11 4 (1.24%) Oracle BI EE
11 4 (1.24%) Oracle ODI
11 4 (1.24%) QlikView
12 3 (0.93%) Hadoop
13 2 (0.62%) Adabas
13 2 (0.62%) Couchbase
14 1 (0.31%) Big Data
Development Applications
1 60 (18.63%) Git (software)
2 48 (14.91%) JUnit
3 47 (14.60%) Maven
4 45 (13.98%) Subversion
5 36 (11.18%) Cucumber
6 26 (8.07%) Mockito
7 18 (5.59%) Jenkins
8 11 (3.42%) JIRA
8 11 (3.42%) TeamCity
9 7 (2.17%) Jasmine
9 7 (2.17%) Mercurial
9 7 (2.17%) Mocha
9 7 (2.17%) Protractor
10 5 (1.55%) Eclipse
10 5 (1.55%) IntelliJ
11 3 (0.93%) Gradle
11 3 (0.93%) Selenium
11 3 (0.93%) Sonatype Nexus
11 3 (0.93%) Team Foundation Server
12 2 (0.62%) Gatling
General
1 54 (16.77%) Finance
2 29 (9.01%) Retail
3 16 (4.97%) Telecoms
4 4 (1.24%) Billing
5 3 (0.93%) Advertising
5 3 (0.93%) Manufacturing
5 3 (0.93%) Military
6 2 (0.62%) Online Betting
7 1 (0.31%) Pharmaceutical
Job Titles
1 243 (75.47%) Developer
2 207 (64.29%) Java Developer
3 64 (19.88%) Senior Developer
4 60 (18.63%) Senior Java Developer
5 56 (17.39%) Java Engineer
5 56 (17.39%) Software Engineer
6 42 (13.04%) Java Software Engineer
7 30 (9.32%) Software Developer
8 24 (7.45%) Senior Software Engineer
9 13 (4.04%) Senior Java Engineer
9 13 (4.04%) Senior Java Software Engineer
10 11 (3.42%) Architect
10 11 (3.42%) Junior
10 11 (3.42%) Junior Developer
10 11 (3.42%) Junior Java Developer
10 11 (3.42%) Lead Developer
10 11 (3.42%) Principal Engineer
10 11 (3.42%) Principal Software Engineer
11 10 (3.11%) Lead Java Developer
12 9 (2.80%) Java Architect
Libraries, Frameworks & Software Standards
1 124 (38.51%) Hibernate
2 116 (36.02%) AngularJS
3 100 (31.06%) Spring Boot
4 87 (27.02%) HTML
5 85 (26.40%) CSS
6 78 (24.22%) RESTful
7 67 (20.81%) Web Services
8 54 (16.77%) JSON
9 51 (15.84%) Node.js
9 51 (15.84%) React
10 45 (13.98%) XML
11 43 (13.35%) J2EE
12 42 (13.04%) RabbitMQ
13 39 (12.11%) Spring Security
14 36 (11.18%) Kafka
15 35 (10.87%) jQuery
16 34 (10.56%) HTML5
17 33 (10.25%) JPA
18 29 (9.01%) .NET
18 29 (9.01%) REST
Miscellaneous
1 38 (11.80%) Greenfield Project
2 27 (8.39%) Enterprise Software
3 16 (4.97%) Computer Science
4 8 (2.48%) Analytical Skills
4 8 (2.48%) Self-Motivation
5 4 (1.24%) Algorithms
5 4 (1.24%) Client/Server
5 4 (1.24%) Data Structures
5 4 (1.24%) NHS
5 4 (1.24%) Video\Live Streaming
6 3 (0.93%) Mobile App
6 3 (0.93%) Smart Meter
6 3 (0.93%) User Experience
7 1 (0.31%) Cloud Native
7 1 (0.31%) DataPower
7 1 (0.31%) Fintech
7 1 (0.31%) Virtual Team
Operating Systems
1 30 (9.32%) Linux
2 3 (0.93%) Unix
3 2 (0.62%) Android
Processes & Methodologies
1 224 (69.57%) Agile Software Development
2 112 (34.78%) TDD
3 77 (23.91%) Software Engineering
4 68 (21.12%) Microservices
5 63 (19.57%) OO
6 56 (17.39%) MVC
7 53 (16.46%) Scrum
8 48 (14.91%) DevOps
9 47 (14.60%) BDD
10 40 (12.42%) Test Automation
11 36 (11.18%) Pair Programming
12 33 (10.25%) SDLC
13 28 (8.70%) Mentoring
13 28 (8.70%) Open Source
13 28 (8.70%) Problem-Solving
14 27 (8.39%) OOD
15 25 (7.76%) Continuous Integration
16 24 (7.45%) E-Commerce
17 22 (6.83%) CQRS
17 22 (6.83%) UML
Programming Languages
1 320 (99.38%) Java
2 151 (46.89%) JavaScript
3 97 (30.12%) Java 8
4 78 (24.22%) SQL
5 37 (11.49%) C#
6 32 (9.94%) PHP
7 31 (9.63%) Scala
8 25 (7.76%) Java 9
9 23 (7.14%) Python
10 20 (6.21%) Go
11 14 (4.35%) Kotlin
12 6 (1.86%) PL/SQL
13 5 (1.55%) C++
13 5 (1.55%) Ruby
14 4 (1.24%) Shell Script
15 3 (0.93%) Bash Shell
15 3 (0.93%) T-SQL
16 2 (0.62%) Groovy
16 2 (0.62%) Natural
16 2 (0.62%) Perl
Qualifications
1 23 (7.14%) Degree
2 16 (4.97%) Computer Science Degree
3 10 (3.11%) Security Cleared
4 4 (1.24%) PMI Certification
4 4 (1.24%) PMP
5 3 (0.93%) AWS Certification
6 1 (0.31%) MCSD
6 1 (0.31%) Microsoft Certification
6 1 (0.31%) SC Cleared
6 1 (0.31%) Sun Certification
6 1 (0.31%) TOGAF Certification
Quality Assurance & Compliance
1 23 (7.14%) QA
2 4 (1.24%) Data Quality
2 4 (1.24%) GCP
2 4 (1.24%) SLA
3 1 (0.31%) ISO/IEC 27001
3 1 (0.31%) PCI DSS
System Software
1 56 (17.39%) Docker
2 2 (0.62%) Apache ZooKeeper
Systems Management
1 33 (10.25%) Kubernetes
2 13 (4.04%) Ansible
2 13 (4.04%) Puppet
3 11 (3.42%) Opscode Chef
4 2 (0.62%) Nagios
5 1 (0.31%) Cobbler
5 1 (0.31%) Prometheus
5 1 (0.31%) Rancher
5 1 (0.31%) Terraform
5 1 (0.31%) Tivoli
5 1 (0.31%) ZABBIX
Vendors
1 79 (24.53%) Oracle
2 20 (6.21%) Salesforce.com
3 8 (2.48%) Capita
4 7 (2.17%) hybris
5 6 (1.86%) Blackboard
5 6 (1.86%) Google
5 6 (1.86%) Sybase
6 3 (0.93%) SAP
7 2 (0.62%) Red Hat
7 2 (0.62%) Xamarin
8 1 (0.31%) Atlassian
8 1 (0.31%) IBM
8 1 (0.31%) New Relic
8 1 (0.31%) Rackspace
8 1 (0.31%) Splunk
8 1 (0.31%) Twitter