Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > Yorkshire
6 months to
23 Oct 2018		 Same period 2017 Same period 2016
Rank 54 79 130
Rank change year-on-year +25 +51 -20
Permanent jobs citing Spring 383 316 241
As % of all permanent IT jobs advertised in Yorkshire 4.55% 3.29% 2.16%
As % of the Libraries, Frameworks & Software Standards category 11.63% 8.68% 5.96%
Number of salaries quoted 331 285 200
Yorkshire median annual salary £45,000 £50,000 £42,500
Median salary % change year-on-year -10.00% +17.65% -5.56%
10th Percentile £32,250 £31,500 £32,500
90th Percentile £60,000 £63,750 £62,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +5.77%

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 3,294 3,639 4,045
As % of all permanent IT jobs advertised in Yorkshire 39.15% 37.94% 36.27%
Number of salaries quoted 2,697 3,097 3,576
Yorkshire median annual salary £43,146 £42,500 £40,000
Median salary % change year-on-year +1.52% +6.25% -
10th Percentile £27,500 £26,750 £27,500
90th Percentile £58,750 £60,000 £57,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 23 October 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 23 October 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 +41 204 £45,000 -10.00% 40
South Yorkshire +17 107 £45,000 -2.17% 8
North Yorkshire -14 63 £45,000 -10.00% 11
East Yorkshire +14 8 £41,500 +20.29% 1
Spring
England

For the 6 months to 23 October 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.

1 358 (93.47%) Java
2 289 (75.46%) Agile Software Development
3 201 (52.48%) Spring Boot
4 168 (43.86%) Microservices
5 138 (36.03%) Java 8
6 121 (31.59%) TDD
7 111 (28.98%) JavaScript
8 105 (27.42%) Software Engineering
9 97 (25.33%) HTML
9 97 (25.33%) CSS
10 94 (24.54%) Oracle
10 94 (24.54%) Hibernate
11 90 (23.50%) Jenkins
12 85 (22.19%) Docker
13 79 (20.63%) AngularJS
14 73 (19.06%) Finance
15 69 (18.02%) SQL
16 67 (17.49%) Scrum
17 59 (15.40%) BDD
18 58 (15.14%) Amazon AWS
19 56 (14.62%) DevOps
20 55 (14.36%) Git (software)
21 54 (14.10%) REST
22 52 (13.58%) Node.js
23 51 (13.32%) Greenfield Project
24 48 (12.53%) Unit Testing
24 48 (12.53%) JUnit
24 48 (12.53%) Relational Database
24 48 (12.53%) React
25 47 (12.27%) Dropwizard

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 33 (8.62%) Tomcat
2 32 (8.36%) JBoss
3 30 (7.83%) Apache
4 12 (3.13%) Elasticsearch
5 10 (2.61%) CMS
5 10 (2.61%) WebLogic
6 9 (2.35%) Confluence
7 7 (1.83%) Apache ServiceMix
8 5 (1.31%) WebSphere
8 5 (1.31%) WordPress
9 4 (1.04%) Anypoint
9 4 (1.04%) Cloud Foundry
10 3 (0.78%) Apache Solr
10 3 (0.78%) Mule
10 3 (0.78%) Oracle SOA Suite
11 2 (0.52%) IIS
11 2 (0.52%) Moodle
11 2 (0.52%) nginx
12 1 (0.26%) EPiServer
12 1 (0.26%) Umbraco
Applications
1 1 (0.26%) HipChat
Business Applications
1 1 (0.26%) Dynamics AX
1 1 (0.26%) SAP ERP
Cloud Services
1 58 (15.14%) Amazon AWS
2 13 (3.39%) GitHub
2 13 (3.39%) Microsoft Azure
3 5 (1.31%) SaaS
3 5 (1.31%) Serverless
4 4 (1.04%) Google Cloud Platform
5 3 (0.78%) npm
6 2 (0.52%) AWS Lambda
6 2 (0.52%) NuGet
6 2 (0.52%) Slack
7 1 (0.26%) Amazon EMR
7 1 (0.26%) Boomi
7 1 (0.26%) Cloud Computing
7 1 (0.26%) Google Analytics
7 1 (0.26%) Google App Engine
7 1 (0.26%) Google Compute Engine
7 1 (0.26%) IaaS
7 1 (0.26%) Loggly
7 1 (0.26%) PaaS
7 1 (0.26%) Sumo Logic
Communications & Networking
1 8 (2.09%) HTTP
2 3 (0.78%) Internet
2 3 (0.78%) TCP/IP
3 1 (0.26%) HTTPS
3 1 (0.26%) MQTT
3 1 (0.26%) SMS
3 1 (0.26%) SSL
Database & Business Intelligence
1 48 (12.53%) Relational Database
2 37 (9.66%) MySQL
2 37 (9.66%) RDBMS
3 36 (9.40%) NoSQL
4 35 (9.14%) MongoDB
5 26 (6.79%) Apache Cassandra
6 15 (3.92%) SQL Server
7 12 (3.13%) PostgreSQL
7 12 (3.13%) Riak
8 4 (1.04%) Amazon Redshift
9 3 (0.78%) Amazon DynamoDB
9 3 (0.78%) BusinessObjects
10 2 (0.52%) Amazon Aurora
10 2 (0.52%) Hadoop
10 2 (0.52%) Redis
10 2 (0.52%) SQL Server 2005
11 1 (0.26%) Big Data
11 1 (0.26%) BigQuery
11 1 (0.26%) MariaDB
11 1 (0.26%) Oracle Database
Development Applications
1 90 (23.50%) Jenkins
2 55 (14.36%) Git (software)
3 48 (12.53%) JUnit
4 33 (8.62%) Maven
5 26 (6.79%) Cucumber
6 24 (6.27%) Subversion
7 22 (5.74%) Selenium
8 15 (3.92%) JIRA
9 14 (3.66%) IntelliJ
10 12 (3.13%) Eclipse
10 12 (3.13%) Gradle
10 12 (3.13%) Mockito
11 11 (2.87%) Ant
12 9 (2.35%) Visual Studio
13 7 (1.83%) JMeter
14 5 (1.31%) Team Foundation Server
15 3 (0.78%) SoapUI
15 3 (0.78%) Sonatype Nexus
16 2 (0.52%) Gatling
16 2 (0.52%) Jasmine
General
1 73 (19.06%) Finance
2 36 (9.40%) Banking
3 16 (4.18%) Retail
4 15 (3.92%) Financial Institution
5 3 (0.78%) Advertising
5 3 (0.78%) Marketing
6 2 (0.52%) Manufacturing
7 1 (0.26%) Automotive
7 1 (0.26%) Front Office
7 1 (0.26%) Games
7 1 (0.26%) Legal
7 1 (0.26%) Military
7 1 (0.26%) Publishing
7 1 (0.26%) Retail Banking
7 1 (0.26%) Telecoms
Job Titles
1 266 (69.45%) Developer
2 236 (61.62%) Java Developer
3 64 (16.71%) Software Engineer
4 61 (15.93%) Java Engineer
5 53 (13.84%) Senior Developer
6 52 (13.58%) Java Software Engineer
7 50 (13.05%) Senior Java Developer
8 22 (5.74%) Junior
9 20 (5.22%) Architect
9 20 (5.22%) Junior Developer
10 19 (4.96%) Junior Java Developer
11 17 (4.44%) Senior Java Engineer
12 16 (4.18%) Lead Developer
13 15 (3.92%) Lead Java Developer
14 14 (3.66%) Senior Java Software Engineer
14 14 (3.66%) Senior Software Engineer
14 14 (3.66%) Software Developer
15 12 (3.13%) Consultant
15 12 (3.13%) Java Architect
15 12 (3.13%) Mid-Level Java Developer
Libraries, Frameworks & Software Standards
1 201 (52.48%) Spring Boot
2 97 (25.33%) CSS
2 97 (25.33%) HTML
3 94 (24.54%) Hibernate
4 79 (20.63%) AngularJS
5 54 (14.10%) REST
6 52 (13.58%) Node.js
7 48 (12.53%) React
8 47 (12.27%) Dropwizard
9 46 (12.01%) Web Services
10 42 (10.97%) jQuery
10 42 (10.97%) RESTful
11 39 (10.18%) HTML5
12 33 (8.62%) .NET
13 31 (8.09%) Spring Security
14 30 (7.83%) SOAP
15 28 (7.31%) XML
16 26 (6.79%) CSS3
16 26 (6.79%) JSON
17 24 (6.27%) RabbitMQ
Miscellaneous
1 51 (13.32%) Greenfield Project
2 24 (6.27%) Fintech
3 23 (6.01%) Mobile App
4 11 (2.87%) User Experience
5 7 (1.83%) DataPower
5 7 (1.83%) Enterprise Software
5 7 (1.83%) Smartphone
6 6 (1.57%) Data Centre
7 4 (1.04%) Mobile Banking
8 3 (0.78%) e-Learning
9 2 (0.52%) Cloud Native
9 2 (0.52%) Computer Science
9 2 (0.52%) N-Tier
9 2 (0.52%) Self-Motivation
10 1 (0.26%) Analytical Skills
10 1 (0.26%) Foreign Exchange (FX)
10 1 (0.26%) Hedge funds
10 1 (0.26%) Learning Management System
10 1 (0.26%) Xbox
Operating Systems
1 20 (5.22%) Linux
2 9 (2.35%) Unix
3 4 (1.04%) Android
3 4 (1.04%) Apple iOS
3 4 (1.04%) Windows
4 3 (0.78%) FreeBSD
5 1 (0.26%) Windows 7
Processes & Methodologies
1 289 (75.46%) Agile Software Development
2 168 (43.86%) Microservices
3 121 (31.59%) TDD
4 105 (27.42%) Software Engineering
5 67 (17.49%) Scrum
6 59 (15.40%) BDD
7 56 (14.62%) DevOps
8 48 (12.53%) Unit Testing
9 46 (12.01%) Continuous Integration
10 44 (11.49%) MVC
11 40 (10.44%) Open Source
12 37 (9.66%) Test Automation
13 34 (8.88%) Mentoring
14 32 (8.36%) OO
15 25 (6.53%) Problem-Solving
16 24 (6.27%) SOA
17 23 (6.01%) SDLC
18 22 (5.74%) API Design
18 22 (5.74%) Pair Programming
19 17 (4.44%) Web Development
Programming Languages
1 358 (93.47%) Java
2 138 (36.03%) Java 8
3 111 (28.98%) JavaScript
4 69 (18.02%) SQL
5 39 (10.18%) C#
6 32 (8.36%) Java 9
7 30 (7.83%) PHP
7 30 (7.83%) Scala
8 24 (6.27%) Kotlin
9 22 (5.74%) Bash Shell
9 22 (5.74%) C++
10 21 (5.48%) C
10 21 (5.48%) Korn
11 15 (3.92%) Go
11 15 (3.92%) Python
12 6 (1.57%) Groovy
12 6 (1.57%) Ruby
13 5 (1.31%) T-SQL
14 4 (1.04%) ES6
14 4 (1.04%) TypeScript
Qualifications
1 20 (5.22%) Degree
2 10 (2.61%) Security Cleared
3 3 (0.78%) AWS Certification
3 3 (0.78%) SC Cleared
4 1 (0.26%) Computer Science Degree
Quality Assurance & Compliance
1 18 (4.70%) QA
2 6 (1.57%) PMO
3 4 (1.04%) ISO/IEC 27001
4 1 (0.26%) GDPR
System Software
1 85 (22.19%) Docker
2 1 (0.26%) Apache ZooKeeper
2 1 (0.26%) Firmware
2 1 (0.26%) LXC
Systems Management
1 37 (9.66%) Kubernetes
2 27 (7.05%) Ansible
3 22 (5.74%) Terraform
4 12 (3.13%) Puppet
5 11 (2.87%) Opscode Chef
6 3 (0.78%) Docker Swarm
7 2 (0.52%) Grafana
7 2 (0.52%) Kibana
8 1 (0.26%) Cobbler
8 1 (0.26%) Nagios
8 1 (0.26%) Prometheus
8 1 (0.26%) Rancher
8 1 (0.26%) Tivoli
8 1 (0.26%) ZABBIX
Vendors
1 94 (24.54%) Oracle
2 10 (2.61%) Microsoft
3 9 (2.35%) Google
4 8 (2.09%) IBM
5 7 (1.83%) Red Hat
5 7 (1.83%) Splunk
6 6 (1.57%) AppDynamics
6 6 (1.57%) MuleSoft
7 5 (1.31%) New Relic
7 5 (1.31%) Twitter
8 4 (1.04%) Salesforce.com
9 2 (0.52%) Apple
9 2 (0.52%) Blackboard
9 2 (0.52%) hybris
9 2 (0.52%) SAP
9 2 (0.52%) Xamarin
10 1 (0.26%) Adobe
10 1 (0.26%) Citrix
10 1 (0.26%) Dell
10 1 (0.26%) Rackspace