Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > Yorkshire
6 months to
22 Jul 2018		 Same period 2017 Same period 2016
Rank 62 78 104
Rank change year-on-year +16 +26 +13
Permanent jobs citing Spring 391 405 338
As % of all permanent IT jobs advertised in Yorkshire 4.10% 3.79% 2.84%
As % of the Libraries, Frameworks & Software Standards category 10.63% 9.30% 7.38%
Number of salaries quoted 346 363 292
Yorkshire median annual salary £45,000 £47,000 £45,000
Median salary % change year-on-year -4.26% +4.44% -
10th Percentile £32,500 £31,500 £33,750
90th Percentile £57,500 £66,250 £64,875
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

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 3,678 4,354 4,582
As % of all permanent IT jobs advertised in Yorkshire 38.55% 40.72% 38.45%
Number of salaries quoted 3,171 3,796 3,947
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,750 £27,250
90th Percentile £60,000 £60,000 £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 22 July 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 22 July 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 +24 269 £47,000 -6.00% 36
South Yorkshire +16 76 £45,000 - 17
North Yorkshire -28 39 £45,000 +2.86% 8
East Yorkshire +9 6 £50,000 +47.06% 2
Spring
England

For the 6 months to 22 July 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.

1 387 (98.98%) Java
2 289 (73.91%) Agile Software Development
3 148 (37.85%) Spring Boot
4 144 (36.83%) JavaScript
5 131 (33.50%) TDD
6 128 (32.74%) Microservices
7 127 (32.48%) Java 8
8 125 (31.97%) Hibernate
9 113 (28.90%) Software Engineering
10 102 (26.09%) CSS
11 101 (25.83%) AngularJS
12 99 (25.32%) Oracle
13 95 (24.30%) HTML
14 80 (20.46%) Finance
15 79 (20.20%) SQL
16 74 (18.93%) Scrum
17 73 (18.67%) Docker
18 70 (17.90%) Tomcat
19 69 (17.65%) MySQL
19 69 (17.65%) Git (software)
20 68 (17.39%) RESTful
20 68 (17.39%) Web Services
21 66 (16.88%) DevOps
22 61 (15.60%) NoSQL
22 61 (15.60%) JUnit
23 59 (15.09%) MVC
23 59 (15.09%) Node.js
23 59 (15.09%) BDD
24 58 (14.83%) Greenfield Project
25 56 (14.32%) Jenkins

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 70 (17.90%) Tomcat
2 26 (6.65%) JBoss
3 19 (4.86%) WebLogic
4 10 (2.56%) Apache
4 10 (2.56%) Elasticsearch
5 8 (2.05%) Moodle
6 7 (1.79%) WebSphere
7 6 (1.53%) WordPress
8 5 (1.28%) Apache ServiceMix
9 4 (1.02%) Apache Solr
9 4 (1.02%) Oracle Workflow
10 3 (0.77%) CMS
10 3 (0.77%) Confluence
10 3 (0.77%) Oracle SOA Suite
11 2 (0.51%) BizTalk Server
12 1 (0.26%) Jetty
12 1 (0.26%) Mule
12 1 (0.26%) nginx
Applications
1 1 (0.26%) HipChat
Cloud Services
1 53 (13.55%) Amazon AWS
2 16 (4.09%) Microsoft Azure
3 8 (2.05%) Google Cloud Platform
4 6 (1.53%) Serverless
5 3 (0.77%) GitHub
6 2 (0.51%) Loggly
6 2 (0.51%) SaaS
6 2 (0.51%) Sumo Logic
7 1 (0.26%) Amazon EC2
7 1 (0.26%) Amazon EMR
7 1 (0.26%) Boomi
7 1 (0.26%) Google App Engine
7 1 (0.26%) Google Compute Engine
Communications & Networking
1 5 (1.28%) HTTP
2 3 (0.77%) TCP/IP
3 1 (0.26%) Internet
3 1 (0.26%) MQTT
3 1 (0.26%) SMS
Database & Business Intelligence
1 69 (17.65%) MySQL
2 61 (15.60%) NoSQL
3 53 (13.55%) MongoDB
4 34 (8.70%) Apache Cassandra
5 28 (7.16%) Relational Database
6 23 (5.88%) PostgreSQL
7 20 (5.12%) RDBMS
8 19 (4.86%) Riak
9 9 (2.30%) SQL Server
10 6 (1.53%) Redis
11 5 (1.28%) DB2
12 4 (1.02%) Data Warehouse
12 4 (1.02%) Enterprise Data Warehouse
12 4 (1.02%) Oracle BI EE
12 4 (1.02%) Oracle ODI
12 4 (1.02%) QlikView
13 2 (0.51%) Big Data
13 2 (0.51%) Hadoop
13 2 (0.51%) SQL Server 2005
14 1 (0.26%) Adabas
Development Applications
1 69 (17.65%) Git (software)
2 61 (15.60%) JUnit
3 56 (14.32%) Jenkins
4 45 (11.51%) Subversion
5 43 (11.00%) Maven
6 30 (7.67%) Cucumber
7 24 (6.14%) Mockito
8 18 (4.60%) Selenium
9 10 (2.56%) Eclipse
9 10 (2.56%) Gradle
10 9 (2.30%) Ant
10 9 (2.30%) IntelliJ
10 9 (2.30%) Jasmine
10 9 (2.30%) Mocha
10 9 (2.30%) Protractor
11 6 (1.53%) Mercurial
12 4 (1.02%) JIRA
13 2 (0.51%) JMeter
13 2 (0.51%) TeamCity
13 2 (0.51%) Visual Studio
General
1 80 (20.46%) Finance
2 36 (9.21%) Retail
3 10 (2.56%) Banking
4 8 (2.05%) Telecoms
5 7 (1.79%) Financial Institution
6 4 (1.02%) Advertising
6 4 (1.02%) Billing
6 4 (1.02%) Military
7 3 (0.77%) Manufacturing
8 2 (0.51%) Online Betting
9 1 (0.26%) Games
9 1 (0.26%) Marketing
9 1 (0.26%) Publishing
Job Titles
1 286 (73.15%) Developer
2 247 (63.17%) Java Developer
3 78 (19.95%) Software Engineer
4 74 (18.93%) Java Engineer
5 61 (15.60%) Java Software Engineer
5 61 (15.60%) Senior Developer
6 60 (15.35%) Senior Java Developer
7 29 (7.42%) Software Developer
8 22 (5.63%) Senior Java Engineer
8 22 (5.63%) Senior Software Engineer
9 21 (5.37%) Junior
10 20 (5.12%) Junior Developer
10 20 (5.12%) Junior Java Developer
11 19 (4.86%) Senior Java Software Engineer
12 16 (4.09%) Mid-Level Java Developer
13 15 (3.84%) Architect
13 15 (3.84%) Lead Developer
14 14 (3.58%) Lead Java Developer
15 12 (3.07%) Java Scala Developer
15 12 (3.07%) Scala Developer
Libraries, Frameworks & Software Standards
1 148 (37.85%) Spring Boot
2 125 (31.97%) Hibernate
3 102 (26.09%) CSS
4 101 (25.83%) AngularJS
5 95 (24.30%) HTML
6 68 (17.39%) RESTful
6 68 (17.39%) Web Services
7 59 (15.09%) Node.js
8 56 (14.32%) JSON
9 54 (13.81%) React
10 51 (13.04%) REST
10 51 (13.04%) XML
11 44 (11.25%) HTML5
11 44 (11.25%) jQuery
12 43 (11.00%) Spring Security
13 41 (10.49%) RabbitMQ
14 37 (9.46%) .NET
15 33 (8.44%) Dropwizard
16 31 (7.93%) Java EE
16 31 (7.93%) Struts
Miscellaneous
1 58 (14.83%) Greenfield Project
2 23 (5.88%) Enterprise Software
3 13 (3.32%) Mobile App
4 11 (2.81%) Fintech
5 9 (2.30%) Analytical Skills
6 7 (1.79%) User Experience
7 5 (1.28%) Computer Science
7 5 (1.28%) Smartphone
8 3 (0.77%) Smart Meter
9 2 (0.51%) Cloud Native
9 2 (0.51%) DataPower
9 2 (0.51%) NHS
9 2 (0.51%) N-Tier
10 1 (0.26%) Algorithms
10 1 (0.26%) Client/Server
10 1 (0.26%) Data Structures
10 1 (0.26%) e-Learning
10 1 (0.26%) Learning Management System
10 1 (0.26%) Self-Motivation
10 1 (0.26%) Video\Live Streaming
Operating Systems
1 26 (6.65%) Linux
2 8 (2.05%) Unix
3 3 (0.77%) FreeBSD
4 2 (0.51%) Android
4 2 (0.51%) Windows
5 1 (0.26%) Windows 7
Processes & Methodologies
1 289 (73.91%) Agile Software Development
2 131 (33.50%) TDD
3 128 (32.74%) Microservices
4 113 (28.90%) Software Engineering
5 74 (18.93%) Scrum
6 66 (16.88%) DevOps
7 59 (15.09%) BDD
7 59 (15.09%) MVC
8 48 (12.28%) OO
9 41 (10.49%) Open Source
9 41 (10.49%) Pair Programming
10 40 (10.23%) Mentoring
11 39 (9.97%) Continuous Integration
11 39 (9.97%) Test Automation
12 38 (9.72%) Unit Testing
13 36 (9.21%) SDLC
14 32 (8.18%) Problem-Solving
15 22 (5.63%) OOD
16 20 (5.12%) E-Commerce
16 20 (5.12%) Extreme Programming
Programming Languages
1 387 (98.98%) Java
2 144 (36.83%) JavaScript
3 127 (32.48%) Java 8
4 79 (20.20%) SQL
5 51 (13.04%) C#
6 47 (12.02%) PHP
7 39 (9.97%) Scala
8 37 (9.46%) Java 9
9 36 (9.21%) Python
10 22 (5.63%) Kotlin
11 19 (4.86%) Go
12 15 (3.84%) C++
13 11 (2.81%) Bash Shell
14 9 (2.30%) C
14 9 (2.30%) Groovy
14 9 (2.30%) Korn
15 6 (1.53%) PL/SQL
15 6 (1.53%) Ruby
16 4 (1.02%) Perl
17 3 (0.77%) T-SQL
Qualifications
1 18 (4.60%) Degree
2 9 (2.30%) Security Cleared
3 6 (1.53%) AWS Certification
4 4 (1.02%) Computer Science Degree
4 4 (1.02%) PMI Certification
4 4 (1.02%) PMP
4 4 (1.02%) SC Cleared
5 1 (0.26%) MCSD
5 1 (0.26%) Microsoft Certification
5 1 (0.26%) Sun Certification
5 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 34 (8.70%) QA
2 5 (1.28%) GCP
3 4 (1.02%) Data Quality
3 4 (1.02%) SLA
4 3 (0.77%) ISO/IEC 27001
System Software
1 73 (18.67%) Docker
2 4 (1.02%) Apache ZooKeeper
3 1 (0.26%) Firmware
3 1 (0.26%) LXC
Systems Management
1 34 (8.70%) Kubernetes
2 20 (5.12%) Ansible
3 15 (3.84%) Opscode Chef
4 10 (2.56%) Terraform
5 5 (1.28%) Puppet
6 3 (0.77%) Nagios
7 2 (0.51%) Cobbler
7 2 (0.51%) Prometheus
7 2 (0.51%) Rancher
7 2 (0.51%) Tivoli
7 2 (0.51%) ZABBIX
Vendors
1 99 (25.32%) Oracle
2 18 (4.60%) Salesforce.com
3 13 (3.32%) Google
4 8 (2.05%) Blackboard
4 8 (2.05%) Capita
5 7 (1.79%) Microsoft
6 6 (1.53%) Twitter
7 5 (1.28%) Red Hat
7 5 (1.28%) Sybase
8 2 (0.51%) hybris
8 2 (0.51%) IBM
8 2 (0.51%) New Relic
8 2 (0.51%) Rackspace
8 2 (0.51%) Splunk
9 1 (0.26%) Atlassian
9 1 (0.26%) Dell
9 1 (0.26%) MuleSoft
9 1 (0.26%) Perforce
9 1 (0.26%) SAP
9 1 (0.26%) TIBCO