Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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
England > London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 79 99 77
Rank change year-on-year +20 -22 -2
Permanent jobs citing Spring 2926 2306 3295
As % of all permanent IT jobs advertised in London 3.92% 3.05% 3.70%
As % of the Libraries, Frameworks & Software Standards category 10.04% 7.61% 9.84%
Number of salaries quoted 2114 1979 2847
London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +9.09%
10th Percentile £43,500 £42,500 £40,000
90th Percentile £87,500 £85,000 £83,750
England median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +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 London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 29144 30303 33476
As % of all permanent IT jobs advertised in London 39.04% 40.14% 37.59%
Number of salaries quoted 23711 26678 28683
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £34,500
90th Percentile £90,000 £86,250 £83,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Spring
Job Vacancy Trend in London

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

Job vacancy trend for Spring in London

Spring
Salary Trend in London

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

Salary trend for Spring in London

Spring
Salary Histogram in London

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

Salary histogram for Spring in London

Spring
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the London 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
Central London +17 511 £65,000 +4.00% 59
West London -22 112 £57,500 - 22
South London +24 65 £57,500 -4.17% 1
North London +8 26 £56,250 -2.17% 5
East London +4 21 £65,000 +8.33% 7
Spring
England

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 London region with a requirement for Spring.

1 2881 (98.46%) Java
2 2011 (68.73%) Agile Software Development
3 1214 (41.49%) Hibernate
4 1085 (37.08%) TDD
5 1035 (35.37%) Finance
6 998 (34.11%) REST
7 963 (32.91%) JavaScript
8 905 (30.93%) Maven
9 878 (30.01%) SQL
10 740 (25.29%) Microservices
11 723 (24.71%) Web Services
12 686 (23.44%) BDD
13 680 (23.24%) AngularJS
14 665 (22.73%) Git (software)
15 656 (22.42%) Oracle
15 656 (22.42%) MVC
16 629 (21.50%) Spring Boot
17 611 (20.88%) Scrum
18 610 (20.85%) Banking
19 596 (20.37%) J2EE
20 595 (20.33%) HTML
21 570 (19.48%) Software Engineering
22 559 (19.10%) JUnit
23 555 (18.97%) Tomcat
24 548 (18.73%) Continuous Integration
25 543 (18.56%) RESTful
26 528 (18.05%) Jenkins
27 498 (17.02%) NoSQL
28 468 (15.99%) Amazon AWS
29 449 (15.35%) Linux

Spring
Co-occurring IT Skills in London 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
1 555 (18.97%) Tomcat
2 240 (8.20%) Apache
3 239 (8.17%) Elasticsearch
4 221 (7.55%) JBoss
5 142 (4.85%) Apache Spark
6 111 (3.79%) CMS
7 108 (3.69%) WebSphere
8 91 (3.11%) Confluence
9 78 (2.67%) Oracle Workflow
10 65 (2.22%) WebLogic
11 45 (1.54%) Jetty
12 41 (1.40%) Apache Solr
13 33 (1.13%) Oracle SOA Suite
14 29 (0.99%) CoreMedia CMS
15 27 (0.92%) Oracle Coherence
15 27 (0.92%) WildFly
16 25 (0.85%) Apache Geronimo
16 25 (0.85%) Liferay
16 25 (0.85%) Mule
17 17 (0.58%) Adobe Experience Manager
Applications
1 14 (0.48%) Microsoft Excel
2 5 (0.17%) MS Visio
3 4 (0.14%) Microsoft PowerPoint
3 4 (0.14%) Microsoft Project
3 4 (0.14%) Photoshop
4 2 (0.068%) Microsoft Office
5 1 (0.034%) Adobe Creative Suite
5 1 (0.034%) HipChat
Business Applications
1 48 (1.64%) SAP Hybris
2 37 (1.26%) Payment Gateway
3 16 (0.55%) Magento
4 7 (0.24%) Temenos T24
5 6 (0.21%) Eloqua
5 6 (0.21%) NetSuite
6 5 (0.17%) BusinessWorks
7 4 (0.14%) Oracle BPM
8 3 (0.10%) Kondor
9 2 (0.068%) R3 Corda
Cloud Services
1 468 (15.99%) Amazon AWS
2 115 (3.93%) GitHub
3 79 (2.70%) Microsoft Azure
4 67 (2.29%) Google Cloud Platform
5 66 (2.26%) SaaS
6 41 (1.40%) PaaS
7 40 (1.37%) Amazon EC2
8 31 (1.06%) Cloud Computing
9 29 (0.99%) npm
10 25 (0.85%) Amazon S3
11 21 (0.72%) Serverless
12 20 (0.68%) IaaS
13 18 (0.62%) AWS Lambda
14 15 (0.51%) Amazon SQS
14 15 (0.51%) OpenShift
15 12 (0.41%) AWS CloudFormation
16 10 (0.34%) Amazon Kinesis
16 10 (0.34%) Google Play
17 7 (0.24%) AWS Elastic Beanstalk
17 7 (0.24%) Google App Engine
Communications & Networking
1 110 (3.76%) Internet
2 57 (1.95%) LDAP
3 54 (1.85%) HTTP
4 29 (0.99%) TCP/IP
5 27 (0.92%) ATM
6 18 (0.62%) Firewall
7 17 (0.58%) SMS
8 16 (0.55%) SMPP
9 12 (0.41%) AMQP
10 10 (0.34%) Kerberos
11 7 (0.24%) HTTPS
12 5 (0.17%) VoIP
13 4 (0.14%) FTP
13 4 (0.14%) Intranet
13 4 (0.14%) PPP
13 4 (0.14%) Skype
14 3 (0.10%) FIX Connectivity
14 3 (0.10%) Multicast
14 3 (0.10%) SNMP
14 3 (0.10%) SSH
Database & Business Intelligence
1 498 (17.02%) NoSQL
2 344 (11.76%) MySQL
3 289 (9.88%) Relational Database
4 270 (9.23%) Big Data
5 267 (9.13%) Apache Cassandra
6 264 (9.02%) SQL Server
7 223 (7.62%) MongoDB
8 170 (5.81%) Hadoop
9 164 (5.60%) Neo4j
10 157 (5.37%) PostgreSQL
11 146 (4.99%) Redis
12 108 (3.69%) RDBMS
13 76 (2.60%) Hazelcast
14 66 (2.26%) Data Warehouse
15 63 (2.15%) HBase
16 56 (1.91%) Blockchain
17 50 (1.71%) BusinessObjects
18 43 (1.47%) Oracle Database
19 40 (1.37%) Amazon DynamoDB
20 27 (0.92%) InterSystems Cache
Development Applications
1 905 (30.93%) Maven
2 665 (22.73%) Git (software)
3 559 (19.10%) JUnit
4 528 (18.05%) Jenkins
5 336 (11.48%) JIRA
6 242 (8.27%) Subversion
7 234 (8.00%) Cucumber
8 218 (7.45%) Mockito
9 161 (5.50%) Gradle
10 155 (5.30%) Selenium
11 137 (4.68%) TeamCity
12 132 (4.51%) Ant
13 118 (4.03%) jMock
14 87 (2.97%) EasyMock
15 85 (2.90%) Atlassian Bamboo
16 81 (2.77%) Hudson
17 77 (2.63%) Sonatype Nexus
18 75 (2.56%) Eclipse
19 69 (2.36%) Spock
20 55 (1.88%) TestNG
General
1 1035 (35.37%) Finance
2 610 (20.85%) Banking
3 396 (13.53%) Investment Banking
4 328 (11.21%) Retail Banking
5 246 (8.41%) Games
6 173 (5.91%) Retail
7 134 (4.58%) Marketing
8 107 (3.66%) Front Office
9 89 (3.04%) Telecoms
10 71 (2.43%) Publishing
11 58 (1.98%) Back Office
12 54 (1.85%) Advertising
13 31 (1.06%) Music Industry
14 21 (0.72%) Electronics
14 21 (0.72%) Online Betting
15 20 (0.68%) Financial Institution
15 20 (0.68%) Manufacturing
16 15 (0.51%) Legal
17 12 (0.41%) General Ledger
17 12 (0.41%) Law
Job Titles
1 2089 (71.39%) Developer
2 1893 (64.70%) Java Developer
3 585 (19.99%) Senior Developer
4 564 (19.28%) Senior Java Developer
5 301 (10.29%) Java Engineer
6 295 (10.08%) Software Engineer
7 193 (6.60%) Java Software Engineer
8 176 (6.02%) Agile Developer
8 176 (6.02%) Full Stack Developer
9 172 (5.88%) Agile Java Developer
10 158 (5.40%) Java Software Developer
11 157 (5.37%) Architect
12 144 (4.92%) E-Commerce Developer
13 138 (4.72%) Lead Developer
14 133 (4.55%) Technical Leader
15 127 (4.34%) Java E-Commerce Developer
16 126 (4.31%) Software Developer
17 115 (3.93%) JavaScript Developer
18 97 (3.32%) Lead Java Developer
19 96 (3.28%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 1214 (41.49%) Hibernate
2 998 (34.11%) REST
3 723 (24.71%) Web Services
4 680 (23.24%) AngularJS
5 629 (21.50%) Spring Boot
6 596 (20.37%) J2EE
7 595 (20.33%) HTML
8 543 (18.56%) RESTful
9 414 (14.15%) CSS
10 391 (13.36%) Spring MVC
11 369 (12.61%) XML
12 352 (12.03%) SOAP
13 328 (11.21%) JMS
14 276 (9.43%) HTML5
14 276 (9.43%) Node.js
15 275 (9.40%) Java EE
16 230 (7.86%) JPA
17 223 (7.62%) jQuery
18 221 (7.55%) React
19 210 (7.18%) Kafka
Miscellaneous
1 345 (11.79%) Computer Science
2 240 (8.20%) Analytical Skills
3 215 (7.35%) Fintech
4 213 (7.28%) Greenfield Project
5 179 (6.12%) Enterprise Software
6 118 (4.03%) User Experience
7 108 (3.69%) Algorithms
8 96 (3.28%) Mobile App
9 84 (2.87%) Derivative
10 80 (2.73%) iPad
11 72 (2.46%) Data Structures
11 72 (2.46%) Linux Command Line
12 52 (1.78%) Online Games
13 43 (1.47%) Fixed Income
14 40 (1.37%) Equities
14 40 (1.37%) Equity Derivative
15 30 (1.03%) Bitcoin
16 27 (0.92%) EFT
17 26 (0.89%) Hedge funds
18 24 (0.82%) Foreign Exchange (FX)
Operating Systems
1 449 (15.35%) Linux
2 377 (12.88%) Unix
3 120 (4.10%) Windows
4 67 (2.29%) Android
5 54 (1.85%) Apple iOS
6 24 (0.82%) Solaris
7 19 (0.65%) HPUX
7 19 (0.65%) Ubuntu
8 12 (0.41%) Mac OS X
9 7 (0.24%) Windows Server
10 5 (0.17%) Debian
11 2 (0.068%) Mac OS
11 2 (0.068%) Red Hat Enterprise Linux
11 2 (0.068%) SUSE Linux Enterprise Server
12 1 (0.034%) CentOS
Processes & Methodologies
1 2011 (68.73%) Agile Software Development
2 1085 (37.08%) TDD
3 740 (25.29%) Microservices
4 686 (23.44%) BDD
5 656 (22.42%) MVC
6 611 (20.88%) Scrum
7 570 (19.48%) Software Engineering
8 548 (18.73%) Continuous Integration
9 443 (15.14%) Multithreading
10 407 (13.91%) SDLC
11 389 (13.29%) DevOps
12 383 (13.09%) E-Commerce
13 360 (12.30%) Asset Management
14 338 (11.55%) Unit Testing
15 334 (11.41%) Wealth Management
16 312 (10.66%) OO
17 302 (10.32%) Open Source
18 293 (10.01%) Test Automation
19 279 (9.54%) SOA
20 246 (8.41%) Kanban
Programming Languages
1 2881 (98.46%) Java
2 963 (32.91%) JavaScript
3 878 (30.01%) SQL
4 258 (8.82%) Python
5 252 (8.61%) Scala
6 236 (8.07%) Groovy
7 196 (6.70%) C#
8 189 (6.46%) PL/SQL
9 112 (3.83%) Bash Shell
10 90 (3.08%) Shell Script
11 80 (2.73%) PHP
12 71 (2.43%) Perl
13 69 (2.36%) Ruby
14 63 (2.15%) C++
15 58 (1.98%) ES6
16 37 (1.26%) C
17 32 (1.09%) TypeScript
18 30 (1.03%) Clojure
19 25 (0.85%) Go
20 24 (0.82%) Objective-C
Qualifications
1 389 (13.29%) Degree
2 231 (7.89%) Computer Science Degree
3 62 (2.12%) Security Cleared
4 27 (0.92%) SC Cleared
5 23 (0.79%) Sun Certification
6 19 (0.65%) Master's Degree
7 17 (0.58%) Numerate Degree
8 12 (0.41%) DV Cleared
9 10 (0.34%) PhD
10 6 (0.21%) Postgraduate
11 2 (0.068%) OCP
11 2 (0.068%) Oracle Certification
12 1 (0.034%) AWS Certification
12 1 (0.034%) CITP
12 1 (0.034%) ITIL Certification
12 1 (0.034%) MySQL Certification
12 1 (0.034%) OCMJD
Quality Assurance & Compliance
1 296 (10.12%) QA
2 14 (0.48%) PCI DSS
3 12 (0.41%) SLA
4 11 (0.38%) GCP
5 7 (0.24%) MiFID
6 5 (0.17%) EMIR
7 3 (0.10%) PSD2
8 2 (0.068%) Data Quality
9 1 (0.034%) Dodd-Frank
9 1 (0.034%) ISO/IEC 27001
9 1 (0.034%) PMO
9 1 (0.034%) SEPA
System Software
1 403 (13.77%) Docker
2 48 (1.64%) Active Directory
3 18 (0.62%) HDFS
4 13 (0.44%) Apache ZooKeeper
5 8 (0.27%) GridGain
6 7 (0.24%) Virtual Machines
7 3 (0.10%) VMware Infrastructure
8 2 (0.068%) Dovecot
8 2 (0.068%) vSphere
9 1 (0.034%) Apache Flume
9 1 (0.034%) etcd
9 1 (0.034%) Hyper-V
9 1 (0.034%) Platform Symphony
Systems Management
1 75 (2.56%) Ansible
1 75 (2.56%) Kubernetes
2 72 (2.46%) Puppet
3 47 (1.61%) Opscode Chef
4 20 (0.68%) Terraform
5 12 (0.41%) Kibana
6 10 (0.34%) logstash
7 8 (0.27%) HP Quality Center
7 8 (0.27%) WebSphere Cast Iron
8 7 (0.24%) Rancher
9 6 (0.21%) Docker Swarm
10 4 (0.14%) CloudHub
10 4 (0.14%) Control-M
10 4 (0.14%) Grafana
11 3 (0.10%) Mesos
11 3 (0.10%) StatsD
12 2 (0.068%) Ambari
12 2 (0.068%) Consul
12 2 (0.068%) Hadoop YARN
12 2 (0.068%) linkerd
Vendors
1 656 (22.42%) Oracle
2 151 (5.16%) Google
3 102 (3.49%) TIBCO
4 96 (3.28%) hybris
5 75 (2.56%) Sybase
6 72 (2.46%) SAP
7 56 (1.91%) Perforce
8 55 (1.88%) IBM
9 50 (1.71%) Microsoft
9 50 (1.71%) Tableau
10 45 (1.54%) CA Agile Central
11 31 (1.06%) MuleSoft
12 28 (0.96%) Solace
13 27 (0.92%) Apigee
14 26 (0.89%) Sun
15 25 (0.85%) Apple
16 24 (0.82%) ATG
17 22 (0.75%) Facebook
18 19 (0.65%) Demandware
19 18 (0.62%) Splunk