Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 83 100 84
Rank change year-on-year +17 -16 +13
Permanent jobs citing Spring 6004 5194 6816
As % of all permanent IT jobs advertised in England 3.59% 2.92% 3.32%
As % of the Libraries, Frameworks & Software Standards category 8.92% 7.47% 8.69%
Number of salaries quoted 4695 4543 5916
England median annual salary £55,000 £54,000 £52,500
Median salary % change year-on-year +1.85% +2.86% +5.00%
10th Percentile £35,000 £35,000 £32,500
90th Percentile £80,000 £78,750 £77,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 67321 69556 78476
As % of all permanent IT jobs advertised in England 40.29% 39.06% 38.17%
Number of salaries quoted 56363 60842 67678
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +1.12%

Spring
Job Vacancy Trend in England

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

Job vacancy trend for Spring in England

Spring
Salary Trend in England

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

Salary trend for Spring in England

Spring
Salary Histogram in England

The salary distribution of IT jobs citing Spring in England over the 6 months to 19 November 2017.

Salary histogram for Spring in England

Spring
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the England region over the 6 months to 19 November 2017. 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
London +20 2926 £62,500 +4.17% 156
South East +11 958 £52,500 +5.00% 52
North of England +34 850 £47,500 +2.15% 67
North West +15 517 £47,500 - 37
South West -11 448 £45,000 -5.26% 25
East of England +3 410 £50,000 - 31
Midlands +70 400 £47,500 - 15
Yorkshire +58 285 £50,000 +11.11% 27
West Midlands +70 263 £45,000 - 7
East Midlands +38 137 £50,000 +14.94% 8
North East +2 42 £40,000 +6.67% 3
Spring
UK

For the 6 months to 19 November 2017, IT jobs citing Spring also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Spring.

1 5890 (98.10%) Java
2 4031 (67.14%) Agile Software Development
3 2798 (46.60%) Hibernate
4 2301 (38.32%) JavaScript
5 2076 (34.58%) SQL
6 2058 (34.28%) TDD
7 1663 (27.70%) REST
8 1654 (27.55%) Web Services
9 1618 (26.95%) Finance
10 1585 (26.40%) HTML
11 1477 (24.60%) Maven
12 1402 (23.35%) Oracle
13 1398 (23.28%) MVC
14 1396 (23.25%) Scrum
15 1369 (22.80%) AngularJS
16 1335 (22.24%) Software Engineering
17 1269 (21.14%) J2EE
18 1249 (20.80%) Git (software)
19 1218 (20.29%) CSS
20 1171 (19.50%) Tomcat
21 1150 (19.15%) Microservices
22 1123 (18.70%) JUnit
23 1094 (18.22%) RESTful
24 1093 (18.20%) BDD
25 1011 (16.84%) Jenkins
26 1003 (16.71%) Linux
27 995 (16.57%) Continuous Integration
28 994 (16.56%) Spring Boot
29 987 (16.44%) XML
30 961 (16.01%) NoSQL

Spring
Co-occurring IT Skills in England 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 1171 (19.50%) Tomcat
2 637 (10.61%) JBoss
3 448 (7.46%) Apache
4 363 (6.05%) Elasticsearch
5 244 (4.06%) Confluence
6 243 (4.05%) WebSphere
7 221 (3.68%) Apache Spark
8 201 (3.35%) WebLogic
9 136 (2.27%) Mule
10 134 (2.23%) CMS
11 128 (2.13%) Apache Solr
12 120 (2.00%) Mule ESB
13 119 (1.98%) Oracle SOA Suite
14 98 (1.63%) Jetty
15 87 (1.45%) Oracle Workflow
16 52 (0.87%) WildFly
17 44 (0.73%) GlassFish
18 41 (0.68%) Drupal
19 34 (0.57%) OpenStack
20 32 (0.53%) Liferay
Applications
1 22 (0.37%) Microsoft Excel
2 7 (0.12%) Microsoft Office
3 5 (0.083%) HipChat
3 5 (0.083%) MS Visio
3 5 (0.083%) Photoshop
4 4 (0.067%) Microsoft PowerPoint
4 4 (0.067%) Microsoft Project
5 3 (0.050%) SOLIDWORKS
6 1 (0.017%) Adobe Creative Suite
Business Applications
1 94 (1.57%) SAP Hybris
2 38 (0.63%) Oracle EBS
3 37 (0.62%) Payment Gateway
4 33 (0.55%) Oracle BPM
5 21 (0.35%) Magento
6 19 (0.32%) SAP ERP
7 7 (0.12%) Temenos T24
8 6 (0.100%) Eloqua
8 6 (0.100%) NetSuite
9 5 (0.083%) BusinessWorks
9 5 (0.083%) Dynamics AX
9 5 (0.083%) Shopify
10 3 (0.050%) Kondor
10 3 (0.050%) Sage 200
11 2 (0.033%) BASE24
11 2 (0.033%) R3 Corda
Cloud Services
1 889 (14.81%) Amazon AWS
2 245 (4.08%) Microsoft Azure
3 210 (3.50%) SaaS
4 162 (2.70%) GitHub
5 108 (1.80%) Amazon EC2
6 87 (1.45%) Google Cloud Platform
7 73 (1.22%) Cloud Computing
8 61 (1.02%) Amazon SQS
9 49 (0.82%) PaaS
10 48 (0.80%) OpenShift
11 40 (0.67%) Serverless
12 29 (0.48%) Amazon S3
12 29 (0.48%) npm
13 28 (0.47%) AWS Lambda
13 28 (0.47%) IaaS
14 18 (0.30%) AWS CloudFormation
15 17 (0.28%) AWS Elastic Beanstalk
16 15 (0.25%) Amazon ElastiCache
17 12 (0.20%) Slack
18 11 (0.18%) Amazon Kinesis
Communications & Networking
1 216 (3.60%) Internet
2 187 (3.11%) HTTP
3 71 (1.18%) LDAP
4 66 (1.10%) AMQP
5 38 (0.63%) TCP/IP
6 28 (0.47%) Firewall
6 28 (0.47%) SMS
7 27 (0.45%) ATM
7 27 (0.45%) SSL
8 16 (0.27%) SMPP
9 10 (0.17%) HTTPS
9 10 (0.17%) Intranet
9 10 (0.17%) Kerberos
10 9 (0.15%) WinSCP
11 8 (0.13%) FTP
12 7 (0.12%) Network Security
13 5 (0.083%) Skype
13 5 (0.083%) SNMP
13 5 (0.083%) SSH
13 5 (0.083%) VoIP
Database & Business Intelligence
1 961 (16.01%) NoSQL
2 905 (15.07%) MySQL
3 667 (11.11%) Relational Database
4 567 (9.44%) SQL Server
5 562 (9.36%) MongoDB
6 464 (7.73%) Big Data
7 423 (7.05%) Apache Cassandra
8 370 (6.16%) Hadoop
9 362 (6.03%) PostgreSQL
10 228 (3.80%) Redis
11 220 (3.66%) RDBMS
12 181 (3.01%) Neo4j
13 153 (2.55%) Oracle Database
14 150 (2.50%) Amazon DynamoDB
15 94 (1.57%) Data Warehouse
16 88 (1.47%) Hazelcast
17 85 (1.42%) HBase
18 69 (1.15%) BusinessObjects
18 69 (1.15%) DB2
19 56 (0.93%) Blockchain
Development Applications
1 1477 (24.60%) Maven
2 1249 (20.80%) Git (software)
3 1123 (18.70%) JUnit
4 1011 (16.84%) Jenkins
5 640 (10.66%) JIRA
6 502 (8.36%) Subversion
7 405 (6.75%) Cucumber
8 363 (6.05%) Selenium
9 344 (5.73%) Mockito
10 312 (5.20%) Gradle
11 311 (5.18%) Eclipse
12 228 (3.80%) Ant
13 202 (3.36%) IntelliJ
14 186 (3.10%) TeamCity
15 149 (2.48%) jMock
16 146 (2.43%) Atlassian Bamboo
17 121 (2.02%) EasyMock
18 120 (2.00%) Sonatype Nexus
19 115 (1.92%) Bitbucket
20 103 (1.72%) Mercurial
General
1 1618 (26.95%) Finance
2 759 (12.64%) Banking
3 399 (6.65%) Investment Banking
4 366 (6.10%) Retail
5 334 (5.56%) Retail Banking
6 308 (5.13%) Marketing
7 257 (4.28%) Games
8 246 (4.10%) Telecoms
9 198 (3.30%) Manufacturing
10 175 (2.91%) Advertising
11 159 (2.65%) Electronics
12 134 (2.23%) Publishing
13 115 (1.92%) Front Office
14 68 (1.13%) Back Office
15 49 (0.82%) Legal
16 43 (0.72%) Financial Institution
17 35 (0.58%) Law
18 31 (0.52%) Automotive
18 31 (0.52%) Music Industry
19 21 (0.35%) Online Betting
Job Titles
1 4427 (73.73%) Developer
2 3936 (65.56%) Java Developer
3 1245 (20.74%) Senior Developer
4 1175 (19.57%) Senior Java Developer
5 636 (10.59%) Software Engineer
6 625 (10.41%) Java Engineer
7 436 (7.26%) Java Software Engineer
8 388 (6.46%) Java Software Developer
9 376 (6.26%) Software Developer
10 315 (5.25%) Agile Developer
11 307 (5.11%) Agile Java Developer
12 302 (5.03%) Architect
13 273 (4.55%) Lead Developer
14 270 (4.50%) Full Stack Developer
15 260 (4.33%) JavaScript Developer
16 207 (3.45%) Senior Java Engineer
17 195 (3.25%) Senior Software Engineer
18 184 (3.06%) Lead Java Developer
19 172 (2.86%) E-Commerce Developer
20 164 (2.73%) Technical Leader
Libraries, Frameworks & Software Standards
1 2798 (46.60%) Hibernate
2 1663 (27.70%) REST
3 1654 (27.55%) Web Services
4 1585 (26.40%) HTML
5 1369 (22.80%) AngularJS
6 1269 (21.14%) J2EE
7 1218 (20.29%) CSS
8 1094 (18.22%) RESTful
9 994 (16.56%) Spring Boot
10 987 (16.44%) XML
11 868 (14.46%) SOAP
12 851 (14.17%) Spring MVC
13 788 (13.12%) Java EE
14 627 (10.44%) jQuery
15 602 (10.03%) HTML5
15 602 (10.03%) JSON
16 599 (9.98%) JPA
17 551 (9.18%) JMS
18 489 (8.14%) Node.js
19 446 (7.43%) React
Miscellaneous
1 637 (10.61%) Computer Science
2 494 (8.23%) Greenfield Project
3 378 (6.30%) Enterprise Software
4 349 (5.81%) Analytical Skills
5 299 (4.98%) Fintech
6 250 (4.16%) User Experience
7 184 (3.06%) Mobile App
8 138 (2.30%) Algorithms
9 116 (1.93%) iPad
10 99 (1.65%) Data Structures
11 85 (1.42%) Derivative
12 84 (1.40%) Linux Command Line
13 57 (0.95%) Online Games
14 51 (0.85%) Foreign Exchange (FX)
15 43 (0.72%) Fixed Income
16 41 (0.68%) Equity Derivative
17 40 (0.67%) Client/Server
17 40 (0.67%) Equities
18 35 (0.58%) Hedge funds
19 33 (0.55%) Life Science
Operating Systems
1 1003 (16.71%) Linux
2 520 (8.66%) Unix
3 257 (4.28%) Windows
4 138 (2.30%) Android
5 87 (1.45%) Apple iOS
6 36 (0.60%) Solaris
7 34 (0.57%) Debian
7 34 (0.57%) Ubuntu
8 33 (0.55%) CentOS
9 32 (0.53%) Red Hat Enterprise Linux
10 22 (0.37%) Mac OS
11 19 (0.32%) HPUX
12 16 (0.27%) Mac OS X
13 15 (0.25%) Windows Server
14 8 (0.13%) Windows Server 2008
14 8 (0.13%) Windows Server 2012
15 7 (0.12%) Windows 10
15 7 (0.12%) Windows 7
16 4 (0.067%) Amazon Linux
16 4 (0.067%) Windows Vista
Processes & Methodologies
1 4031 (67.14%) Agile Software Development
2 2058 (34.28%) TDD
3 1398 (23.28%) MVC
4 1396 (23.25%) Scrum
5 1335 (22.24%) Software Engineering
6 1150 (19.15%) Microservices
7 1093 (18.20%) BDD
8 995 (16.57%) Continuous Integration
9 770 (12.82%) OO
10 764 (12.72%) SDLC
11 687 (11.44%) E-Commerce
12 677 (11.28%) DevOps
13 639 (10.64%) Test Automation
14 623 (10.38%) Unit Testing
15 543 (9.04%) Multithreading
16 528 (8.79%) SOA
17 513 (8.54%) Open Source
18 492 (8.19%) Mentoring
19 477 (7.94%) Kanban
20 410 (6.83%) Web Development
Programming Languages
1 5890 (98.10%) Java
2 2301 (38.32%) JavaScript
3 2076 (34.58%) SQL
4 460 (7.66%) Python
5 421 (7.01%) Scala
6 363 (6.05%) Groovy
7 335 (5.58%) PHP
8 310 (5.16%) C#
9 293 (4.88%) PL/SQL
10 186 (3.10%) Bash Shell
11 176 (2.93%) Ruby
12 165 (2.75%) C++
13 151 (2.51%) Shell Script
14 130 (2.17%) C
15 103 (1.72%) Perl
16 89 (1.48%) ES6
17 66 (1.10%) Go
18 52 (0.87%) XPath
19 51 (0.85%) T-SQL
20 49 (0.82%) TypeScript
Qualifications
1 900 (14.99%) Degree
2 419 (6.98%) Computer Science Degree
3 206 (3.43%) Security Cleared
4 63 (1.05%) SC Cleared
5 46 (0.77%) Sun Certification
6 42 (0.70%) Master's Degree
7 39 (0.65%) DV Cleared
7 39 (0.65%) Oracle Certification
8 28 (0.47%) Numerate Degree
9 20 (0.33%) PhD
10 12 (0.20%) OCMJD
10 12 (0.20%) OCPJP
11 11 (0.18%) OCPJWCD
12 9 (0.15%) OCP
13 7 (0.12%) DBS Check
14 6 (0.100%) Postgraduate
15 2 (0.033%) CTC Cleared
15 2 (0.033%) ITIL Certification
16 1 (0.017%) CITP
16 1 (0.017%) MySQL Certification
Quality Assurance & Compliance
1 404 (6.73%) QA
2 34 (0.57%) SLA
3 17 (0.28%) PCI DSS
4 11 (0.18%) GCP
5 10 (0.17%) ISO 9001
6 7 (0.12%) ISO/IEC 20000
6 7 (0.12%) MiFID
7 5 (0.083%) Data Quality
7 5 (0.083%) EMIR
7 5 (0.083%) ISO/IEC 27001
7 5 (0.083%) Web Application Security Consortium
8 3 (0.050%) PSD2
9 2 (0.033%) SEPA
10 1 (0.017%) Dodd-Frank
10 1 (0.017%) PMO
System Software
1 716 (11.93%) Docker
2 64 (1.07%) Active Directory
3 42 (0.70%) HDFS
4 18 (0.30%) Hyper-V
5 17 (0.28%) Apache ZooKeeper
6 14 (0.23%) VMware Infrastructure
7 8 (0.13%) GridGain
8 7 (0.12%) Oracle RAC
8 7 (0.12%) Virtual Machines
9 3 (0.050%) Dovecot
9 3 (0.050%) vSphere
10 1 (0.017%) Apache Flume
10 1 (0.017%) etcd
10 1 (0.017%) Gluster
10 1 (0.017%) iptables
10 1 (0.017%) KVM
10 1 (0.017%) Platform Symphony
10 1 (0.017%) VirtualBox
Systems Management
1 215 (3.58%) Puppet
2 166 (2.76%) Ansible
3 122 (2.03%) Opscode Chef
4 96 (1.60%) Kubernetes
5 48 (0.80%) Terraform
6 22 (0.37%) Hadoop YARN
7 18 (0.30%) Kibana
8 15 (0.25%) CloudHub
9 13 (0.22%) Salt
10 11 (0.18%) logstash
10 11 (0.18%) Marathon
10 11 (0.18%) Packer
11 10 (0.17%) Nagios
12 8 (0.13%) HP Quality Center
12 8 (0.13%) WebSphere Cast Iron
13 7 (0.12%) Rancher
14 6 (0.100%) Docker Swarm
14 6 (0.100%) Prometheus
14 6 (0.100%) ZABBIX
15 5 (0.083%) Grafana
Vendors
1 1402 (23.35%) Oracle
2 274 (4.56%) SAP
3 217 (3.61%) Google
4 166 (2.76%) hybris
5 131 (2.18%) Microsoft
6 125 (2.08%) IBM
7 124 (2.07%) TIBCO
8 96 (1.60%) Apple
8 96 (1.60%) Sybase
9 75 (1.25%) Sun
10 63 (1.05%) Perforce
11 51 (0.85%) MuleSoft
11 51 (0.85%) Tableau
12 45 (0.75%) CA Agile Central
13 42 (0.70%) Splunk
14 39 (0.65%) Apigee
14 39 (0.65%) Atlassian
15 36 (0.60%) Informatica
15 36 (0.60%) Talend
16 35 (0.58%) Jaspersoft