Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > Yorkshire
6 months to
13 Dec 2018		 Same period 2017 Same period 2016
Rank 58 103 140
Rank change year-on-year +45 +37 -56
Permanent jobs citing Spring 321 265 228
As % of all permanent IT jobs advertised in Yorkshire 4.04% 2.71% 2.07%
As % of the Libraries, Frameworks & Software Standards category 10.66% 7.25% 5.74%
Number of salaries quoted 279 241 194
Yorkshire median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £32,500 £35,000 £32,500
90th Percentile £62,500 £60,000 £60,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +6.80%

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 3,010 3,654 3,972
As % of all permanent IT jobs advertised in Yorkshire 37.88% 37.30% 36.15%
Number of salaries quoted 2,471 3,146 3,523
Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £28,750 £26,250 £27,500
90th Percentile £59,000 £60,000 £59,000
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 13 December 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 13 December 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 +18 155 £47,500 -5.00% 45
South Yorkshire +24 94 £45,000 -10.00% 9
North Yorkshire -1 64 £45,000 -10.00% 2
East Yorkshire +7 7 £38,750 +7.64%
Spring
England

For the 6 months to 13 December 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.

1 288 (89.72%) Java
2 247 (76.95%) Agile Software Development
3 207 (64.49%) Spring Boot
4 164 (51.09%) Microservices
5 130 (40.50%) Java 8
6 103 (32.09%) TDD
7 87 (27.10%) Docker
8 86 (26.79%) Jenkins
9 83 (25.86%) JavaScript
10 76 (23.68%) Software Engineering
11 69 (21.50%) Oracle
12 65 (20.25%) CSS
13 64 (19.94%) HTML
14 62 (19.31%) AngularJS
15 58 (18.07%) Hibernate
16 57 (17.76%) Dropwizard
17 53 (16.51%) DevOps
18 52 (16.20%) SQL
19 49 (15.26%) BDD
20 48 (14.95%) Relational Database
20 48 (14.95%) React
20 48 (14.95%) Amazon AWS
20 48 (14.95%) Scrum
21 46 (14.33%) Finance
21 46 (14.33%) Node.js
22 44 (13.71%) Continuous Integration
23 41 (12.77%) Kubernetes
24 39 (12.15%) Greenfield Project
24 39 (12.15%) Unit Testing
24 39 (12.15%) Git (software)

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 25 (7.79%) Apache
2 22 (6.85%) JBoss
3 12 (3.74%) Tomcat
4 9 (2.80%) CMS
4 9 (2.80%) Confluence
5 7 (2.18%) Elasticsearch
6 4 (1.25%) Anypoint
6 4 (1.25%) Apache ServiceMix
6 4 (1.25%) Cloud Foundry
6 4 (1.25%) WordPress
7 3 (0.93%) Oracle SOA Suite
7 3 (0.93%) WebLogic
8 2 (0.62%) Apache Solr
8 2 (0.62%) IIS
8 2 (0.62%) Mule
9 1 (0.31%) EPiServer
9 1 (0.31%) nginx
9 1 (0.31%) SharePoint
9 1 (0.31%) Umbraco
9 1 (0.31%) WebSphere
Business Applications
1 4 (1.25%) Dynamics AX
1 4 (1.25%) SAP ERP
Cloud Services
1 48 (14.95%) Amazon AWS
2 11 (3.43%) GitHub
3 8 (2.49%) SaaS
4 6 (1.87%) Microsoft Azure
5 4 (1.25%) Slack
6 3 (0.93%) IaaS
6 3 (0.93%) npm
6 3 (0.93%) PaaS
6 3 (0.93%) Serverless
7 2 (0.62%) AWS Lambda
7 2 (0.62%) Google Cloud Platform
7 2 (0.62%) NuGet
8 1 (0.31%) Amazon EC2
8 1 (0.31%) Amazon EMR
8 1 (0.31%) AWS CloudFormation
8 1 (0.31%) Cloud Computing
8 1 (0.31%) Google Analytics
8 1 (0.31%) Google App Engine
8 1 (0.31%) Google Compute Engine
Communications & Networking
1 7 (2.18%) HTTP
2 3 (0.93%) Internet
3 1 (0.31%) HTTPS
3 1 (0.31%) SSL
Database & Business Intelligence
1 48 (14.95%) Relational Database
2 37 (11.53%) RDBMS
3 33 (10.28%) MySQL
4 29 (9.03%) MongoDB
5 26 (8.10%) NoSQL
6 21 (6.54%) Apache Cassandra
7 15 (4.67%) Riak
8 13 (4.05%) SQL Server
9 5 (1.56%) PostgreSQL
10 4 (1.25%) Amazon Redshift
11 3 (0.93%) Amazon DynamoDB
11 3 (0.93%) BusinessObjects
12 2 (0.62%) Amazon Aurora
13 1 (0.31%) Adabas
13 1 (0.31%) BigQuery
13 1 (0.31%) Hadoop
13 1 (0.31%) Oracle Database
13 1 (0.31%) Oracle Database 10g
13 1 (0.31%) SQL Server 2005
Development Applications
1 86 (26.79%) Jenkins
2 39 (12.15%) Git (software)
3 36 (11.21%) JUnit
4 24 (7.48%) Maven
5 19 (5.92%) JIRA
6 17 (5.30%) Cucumber
7 15 (4.67%) Selenium
8 13 (4.05%) IntelliJ
8 13 (4.05%) Subversion
9 11 (3.43%) Visual Studio
10 9 (2.80%) Mockito
11 8 (2.49%) Ant
11 8 (2.49%) Eclipse
11 8 (2.49%) Gradle
11 8 (2.49%) JMeter
12 4 (1.25%) Gatling
12 4 (1.25%) LoadRunner
12 4 (1.25%) SoapUI
12 4 (1.25%) Team Foundation Server
13 3 (0.93%) Sonatype Nexus
General
1 46 (14.33%) Finance
2 32 (9.97%) Banking
3 12 (3.74%) Financial Institution
4 11 (3.43%) Retail
5 4 (1.25%) Legal
6 3 (0.93%) Marketing
7 2 (0.62%) Retail Banking
8 1 (0.31%) Advertising
8 1 (0.31%) Automotive
8 1 (0.31%) Front Office
8 1 (0.31%) Manufacturing
8 1 (0.31%) Telecoms
Job Titles
1 214 (66.67%) Developer
2 186 (57.94%) Java Developer
3 53 (16.51%) Software Engineer
4 50 (15.58%) Java Engineer
5 46 (14.33%) Java Software Engineer
6 42 (13.08%) Senior Developer
7 38 (11.84%) Senior Java Developer
8 21 (6.54%) Architect
9 20 (6.23%) Junior
10 18 (5.61%) Junior Developer
10 18 (5.61%) Lead Developer
11 17 (5.30%) Junior Java Developer
11 17 (5.30%) Lead Java Developer
12 12 (3.74%) Java Architect
12 12 (3.74%) Java Team Leader
12 12 (3.74%) Lead Architect
12 12 (3.74%) Team Leader
13 10 (3.12%) Software Developer
14 9 (2.80%) Mid-Level Java Developer
14 9 (2.80%) Solutions Architect
Libraries, Frameworks & Software Standards
1 207 (64.49%) Spring Boot
2 65 (20.25%) CSS
3 64 (19.94%) HTML
4 62 (19.31%) AngularJS
5 58 (18.07%) Hibernate
6 57 (17.76%) Dropwizard
7 48 (14.95%) React
8 46 (14.33%) Node.js
9 37 (11.53%) REST
10 29 (9.03%) Web Services
11 28 (8.72%) jQuery
12 27 (8.41%) Spring Security
13 24 (7.48%) .NET
13 24 (7.48%) HTML5
14 22 (6.85%) RabbitMQ
14 22 (6.85%) RESTful
15 19 (5.92%) SOAP
16 18 (5.61%) Kafka
17 17 (5.30%) CSS3
18 16 (4.98%) JSON
Miscellaneous
1 39 (12.15%) Greenfield Project
2 21 (6.54%) Mobile App
3 18 (5.61%) Fintech
4 8 (2.49%) Data Centre
5 7 (2.18%) DataPower
5 7 (2.18%) User Experience
6 5 (1.56%) Self-Motivation
7 4 (1.25%) Mobile Banking
8 3 (0.93%) Enterprise Software
9 2 (0.62%) e-Learning
9 2 (0.62%) Smartphone
10 1 (0.31%) Cloud Native
10 1 (0.31%) Foreign Exchange (FX)
10 1 (0.31%) N-Tier
10 1 (0.31%) Xbox
Operating Systems
1 13 (4.05%) Linux
2 4 (1.25%) Android
2 4 (1.25%) Apple iOS
3 3 (0.93%) Unix
3 3 (0.93%) Windows
4 1 (0.31%) Windows 7
Processes & Methodologies
1 247 (76.95%) Agile Software Development
2 164 (51.09%) Microservices
3 103 (32.09%) TDD
4 76 (23.68%) Software Engineering
5 53 (16.51%) DevOps
6 49 (15.26%) BDD
7 48 (14.95%) Scrum
8 44 (13.71%) Continuous Integration
9 39 (12.15%) Unit Testing
10 35 (10.90%) Open Source
11 30 (9.35%) MVC
12 26 (8.10%) Test Automation
13 25 (7.79%) OO
13 25 (7.79%) Technical Leadership
14 21 (6.54%) SOA
15 19 (5.92%) Mentoring
16 18 (5.61%) Problem-Solving
17 16 (4.98%) API Design
17 16 (4.98%) Enterprise Architecture
18 15 (4.67%) SDLC
Programming Languages
1 288 (89.72%) Java
2 130 (40.50%) Java 8
3 83 (25.86%) JavaScript
4 52 (16.20%) SQL
5 31 (9.66%) Scala
6 29 (9.03%) C#
7 28 (8.72%) Java 9
8 27 (8.41%) Kotlin
9 16 (4.98%) Bash Shell
9 16 (4.98%) C
9 16 (4.98%) C++
9 16 (4.98%) Korn
10 13 (4.05%) Go
11 10 (3.12%) PHP
12 4 (1.25%) ABAP
12 4 (1.25%) Ruby
12 4 (1.25%) T-SQL
12 4 (1.25%) X++
13 3 (0.93%) TypeScript
14 2 (0.62%) Python
Qualifications
1 18 (5.61%) Degree
2 5 (1.56%) Security Cleared
3 1 (0.31%) AWS Certification
3 1 (0.31%) Computer Science Degree
Quality Assurance & Compliance
1 8 (2.49%) PMO
2 4 (1.25%) QA
3 1 (0.31%) GDPR
3 1 (0.31%) ISO/IEC 27001
System Software
1 87 (27.10%) Docker
Systems Management
1 41 (12.77%) Kubernetes
2 27 (8.41%) Terraform
3 17 (5.30%) Ansible
4 15 (4.67%) Opscode Chef
5 12 (3.74%) Puppet
6 3 (0.93%) Docker Swarm
7 2 (0.62%) Grafana
7 2 (0.62%) Kibana
Vendors
1 69 (21.50%) Oracle
2 10 (3.12%) Microsoft
3 8 (2.49%) IBM
4 6 (1.87%) AppDynamics
4 6 (1.87%) Splunk
5 5 (1.56%) Google
5 5 (1.56%) MuleSoft
6 4 (1.25%) New Relic
6 4 (1.25%) Red Hat
6 4 (1.25%) SAP
7 2 (0.62%) Apple
7 2 (0.62%) Xamarin
8 1 (0.31%) Adobe
8 1 (0.31%) Citrix
8 1 (0.31%) Perforce
8 1 (0.31%) Salesforce.com
8 1 (0.31%) webMethods
8 1 (0.31%) Zend