Period
to 19 June 2018

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 June 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > London
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 76 89 90
Rank change year-on-year +13 +1 -16
Permanent jobs citing Spring 2,707 2,416 2,794
As % of all permanent IT jobs advertised in London 3.91% 3.46% 3.42%
As % of the Libraries, Frameworks & Software Standards category 9.62% 8.52% 8.48%
Number of salaries quoted 2,053 1,867 2,511
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £45,000 £43,000 £42,500
90th Percentile £96,250 £90,000 £85,000
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 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 28,132 28,364 32,950
As % of all permanent IT jobs advertised in London 40.59% 40.59% 40.38%
Number of salaries quoted 23,068 23,939 28,909
London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £92,500 £87,500 £85,000
England median annual salary £50,000 £47,500 £47,500
% 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 June 2018.

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 June 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
Central London -2 555 £65,000 +4.00% 143
West London -29 114 £55,000 -8.33% 56
East London +1 32 £65,000 -18.75% 20
South London -31 19 £47,500 -26.92% 6
North London -2 14 £50,000 -4.76% 4
Spring
England

For the 6 months to 19 June 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 London region with a requirement for Spring.

1 2,657 (98.15%) Java
2 1,787 (66.01%) Agile Software Development
3 1,006 (37.16%) TDD
4 992 (36.65%) Java 8
5 932 (34.43%) Finance
6 897 (33.14%) SQL
7 893 (32.99%) Microservices
8 885 (32.69%) JavaScript
9 830 (30.66%) Hibernate
10 814 (30.07%) Spring Boot
11 791 (29.22%) Software Engineering
12 697 (25.75%) Maven
13 654 (24.16%) HTML
14 643 (23.75%) Web Services
15 639 (23.61%) REST
16 606 (22.39%) Scrum
17 564 (20.83%) Amazon AWS
18 546 (20.17%) AngularJS
19 529 (19.54%) Git (software)
20 515 (19.02%) Jenkins
21 513 (18.95%) CSS
22 510 (18.84%) Docker
23 497 (18.36%) DevOps
23 497 (18.36%) Banking
24 485 (17.92%) Oracle
25 480 (17.73%) RESTful
26 446 (16.48%) Continuous Integration
27 441 (16.29%) Java EE
28 434 (16.03%) Degree
29 411 (15.18%) NoSQL

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
1 273 (10.08%) Tomcat
2 194 (7.17%) Elasticsearch
3 183 (6.76%) Apache
4 119 (4.40%) Oracle SOA Suite
5 114 (4.21%) Apache Spark
6 104 (3.84%) CMS
7 101 (3.73%) WebSphere
8 98 (3.62%) JBoss
9 87 (3.21%) Confluence
10 77 (2.84%) Cloud Foundry
11 67 (2.48%) Mule
12 65 (2.40%) WebLogic
13 44 (1.63%) Jetty
14 43 (1.59%) Adobe Experience Manager
15 33 (1.22%) Apache Solr
16 24 (0.89%) Oracle Coherence
17 23 (0.85%) WildFly
18 16 (0.59%) WordPress
19 14 (0.52%) Mule ESB
20 11 (0.41%) Ethereum
Applications
1 7 (0.26%) Chatbot
2 5 (0.18%) Microsoft Excel
3 4 (0.15%) Spreadsheet
4 1 (0.037%) Mingle
4 1 (0.037%) Weka
Business Applications
1 31 (1.15%) SAP Hybris
2 27 (1.00%) Payment Gateway
3 13 (0.48%) Adobe Campaign
4 9 (0.33%) Distributed Ledger
4 9 (0.33%) SDL Web 8
5 8 (0.30%) Eloqua
5 8 (0.30%) Unica
6 4 (0.15%) Actimize
6 4 (0.15%) LatentZero
6 4 (0.15%) Ripple
6 4 (0.15%) thinkFolio
7 2 (0.074%) Oracle BPM
7 2 (0.074%) Oracle EBS
7 2 (0.074%) Salesforce.com CRM
8 1 (0.037%) BusinessWorks
8 1 (0.037%) Kondor
Cloud Services
1 564 (20.83%) Amazon AWS
2 113 (4.17%) GitHub
3 112 (4.14%) Microsoft Azure
4 107 (3.95%) PaaS
5 85 (3.14%) IaaS
6 68 (2.51%) OpenShift
6 68 (2.51%) SaaS
7 65 (2.40%) Google Cloud Platform
8 64 (2.36%) Serverless
9 60 (2.22%) Cloud Computing
10 52 (1.92%) Slack
11 44 (1.63%) Bluemix
11 44 (1.63%) IBM Cloud
12 23 (0.85%) Amazon EC2
13 20 (0.74%) npm
14 18 (0.66%) AWS Lambda
15 13 (0.48%) Adobe Analytics
15 13 (0.48%) Amazon CloudWatch
16 11 (0.41%) Amazon SQS
17 10 (0.37%) AWS CloudFormation
Communications & Networking
1 71 (2.62%) HTTP
2 66 (2.44%) Internet
3 30 (1.11%) TCP/IP
4 29 (1.07%) FTP
5 23 (0.85%) SMS
6 21 (0.78%) SMPP
7 13 (0.48%) SSH
8 10 (0.37%) AMQP
9 7 (0.26%) SMTP
10 4 (0.15%) DNS
10 4 (0.15%) Wi-Fi
10 4 (0.15%) Wireless
11 3 (0.11%) Intranet
11 3 (0.11%) SSL
12 2 (0.074%) Firewall
12 2 (0.074%) OpenVPN
12 2 (0.074%) Skype
12 2 (0.074%) VLAN
13 1 (0.037%) Network Security
13 1 (0.037%) PuTTY
Database & Business Intelligence
1 411 (15.18%) NoSQL
2 341 (12.60%) MongoDB
3 293 (10.82%) MySQL
4 255 (9.42%) Apache Cassandra
5 247 (9.12%) Relational Database
6 224 (8.27%) Big Data
7 222 (8.20%) SQL Server
8 182 (6.72%) PostgreSQL
9 133 (4.91%) Hadoop
10 102 (3.77%) RDBMS
11 95 (3.51%) Blockchain
12 85 (3.14%) Redis
13 71 (2.62%) DB2
14 51 (1.88%) Neo4j
15 39 (1.44%) Oracle Database
16 33 (1.22%) Amazon DynamoDB
17 31 (1.15%) HBase
18 24 (0.89%) Hazelcast
19 21 (0.78%) Apache Hive
20 17 (0.63%) NewSQL
Development Applications
1 697 (25.75%) Maven
2 529 (19.54%) Git (software)
3 515 (19.02%) Jenkins
4 367 (13.56%) JUnit
5 249 (9.20%) Gradle
6 220 (8.13%) JIRA
7 185 (6.83%) Selenium
8 151 (5.58%) Subversion
9 121 (4.47%) Cucumber
10 115 (4.25%) Sonatype Nexus
11 97 (3.58%) Eclipse
12 87 (3.21%) Mockito
13 72 (2.66%) Ant
14 69 (2.55%) Mocha
15 63 (2.33%) IntelliJ
16 54 (1.99%) TeamCity
17 53 (1.96%) Babel
17 53 (1.96%) TestNG
18 52 (1.92%) Atlassian Bamboo
19 51 (1.88%) Vagrant
General
1 932 (34.43%) Finance
2 497 (18.36%) Banking
3 247 (9.12%) Games
4 200 (7.39%) Investment Banking
5 158 (5.84%) Advertising
6 144 (5.32%) Financial Institution
6 144 (5.32%) Retail
7 80 (2.96%) Marketing
8 68 (2.51%) Front Office
9 57 (2.11%) Telecoms
10 38 (1.40%) Back Office
11 37 (1.37%) Retail Banking
12 21 (0.78%) Online Betting
13 17 (0.63%) Publishing
14 16 (0.59%) Electronics
15 14 (0.52%) Manufacturing
16 13 (0.48%) Law
17 9 (0.33%) Military
18 6 (0.22%) Multimedia
19 5 (0.18%) Retail Finance
Job Titles
1 1,898 (70.11%) Developer
2 1,704 (62.95%) Java Developer
3 556 (20.54%) Senior Developer
4 519 (19.17%) Senior Java Developer
5 380 (14.04%) Java Engineer
6 338 (12.49%) Software Engineer
7 232 (8.57%) Java Software Engineer
8 146 (5.39%) Lead Developer
9 140 (5.17%) Lead Java Developer
10 131 (4.84%) Senior Java Engineer
10 131 (4.84%) Senior Software Engineer
11 129 (4.77%) Java Software Developer
12 126 (4.65%) Architect
13 97 (3.58%) Software Developer
14 96 (3.55%) AWS Developer
14 96 (3.55%) Senior Java Software Engineer
15 93 (3.44%) Java Developer - Fintech
16 90 (3.32%) Full Stack Developer
17 79 (2.92%) Agile Developer
18 75 (2.77%) Agile Java Developer
Libraries, Frameworks & Software Standards
1 830 (30.66%) Hibernate
2 814 (30.07%) Spring Boot
3 654 (24.16%) HTML
4 643 (23.75%) Web Services
5 639 (23.61%) REST
6 546 (20.17%) AngularJS
7 513 (18.95%) CSS
8 480 (17.73%) RESTful
9 441 (16.29%) Java EE
10 400 (14.78%) React
11 396 (14.63%) J2EE
12 390 (14.41%) Node.js
13 331 (12.23%) HTML5
14 271 (10.01%) XML
15 228 (8.42%) Spring MVC
16 226 (8.35%) Kafka
17 225 (8.31%) SOAP
18 212 (7.83%) JMS
19 193 (7.13%) JPA
20 186 (6.87%) CSS3
Miscellaneous
1 354 (13.08%) Fintech
2 310 (11.45%) Computer Science
3 244 (9.01%) Greenfield Project
4 181 (6.69%) Analytical Skills
5 147 (5.43%) Enterprise Software
6 135 (4.99%) Self-Motivation
7 118 (4.36%) Algorithms
8 110 (4.06%) Cyberthreat
9 106 (3.92%) Mobile App
10 103 (3.80%) Data Structures
11 91 (3.36%) User Experience
12 67 (2.48%) Public Cloud
13 62 (2.29%) Online Games
14 60 (2.22%) Derivative
15 58 (2.14%) Linux Command Line
16 52 (1.92%) Hedge funds
17 45 (1.66%) Fixed Income
18 40 (1.48%) Cloud Native
19 39 (1.44%) Management Information System
19 39 (1.44%) Private Cloud
Operating Systems
1 370 (13.67%) Linux
2 137 (5.06%) Unix
3 77 (2.84%) Android
4 59 (2.18%) Apple iOS
5 37 (1.37%) Windows
6 18 (0.66%) Ubuntu
7 15 (0.55%) openSUSE
8 10 (0.37%) Solaris
9 9 (0.33%) Red Hat Enterprise Linux
10 8 (0.30%) Windows Server
11 7 (0.26%) CentOS
12 4 (0.15%) Mac OS X
13 2 (0.074%) AIX
14 1 (0.037%) HPUX
14 1 (0.037%) Mesosphere
14 1 (0.037%) Windows 2000
14 1 (0.037%) Windows NT
14 1 (0.037%) Windows Phone
14 1 (0.037%) Windows Server 2008
14 1 (0.037%) Windows XP
Processes & Methodologies
1 1,787 (66.01%) Agile Software Development
2 1,006 (37.16%) TDD
3 893 (32.99%) Microservices
4 791 (29.22%) Software Engineering
5 606 (22.39%) Scrum
6 497 (18.36%) DevOps
7 446 (16.48%) Continuous Integration
8 410 (15.15%) BDD
9 391 (14.44%) MVC
10 377 (13.93%) SOA
11 337 (12.45%) Problem-Solving
12 323 (11.93%) Test Automation
13 319 (11.78%) OO
14 315 (11.64%) Web Development
15 276 (10.20%) E-Commerce
16 257 (9.49%) Open Source
17 252 (9.31%) SDLC
18 249 (9.20%) Multithreading
19 242 (8.94%) Mentoring
20 196 (7.24%) Low Latency
Programming Languages
1 2,657 (98.15%) Java
2 992 (36.65%) Java 8
3 897 (33.14%) SQL
4 885 (32.69%) JavaScript
5 343 (12.67%) Scala
6 284 (10.49%) Python
7 234 (8.64%) PHP
8 164 (6.06%) Groovy
9 137 (5.06%) C#
10 107 (3.95%) Ruby
11 99 (3.66%) PL/SQL
12 98 (3.62%) C++
13 88 (3.25%) Kotlin
14 84 (3.10%) Shell Script
15 76 (2.81%) ES6
16 70 (2.59%) Bash Shell
17 69 (2.55%) Perl
18 57 (2.11%) Java 9
19 53 (1.96%) Go
20 40 (1.48%) TypeScript
Qualifications
1 434 (16.03%) Degree
2 113 (4.17%) Computer Science Degree
3 41 (1.51%) Numerate Degree
4 40 (1.48%) Security Cleared
5 39 (1.44%) Master's Degree
6 25 (0.92%) DV Cleared
7 9 (0.33%) SC Cleared
8 4 (0.15%) ISEB
8 4 (0.15%) ISTQB
8 4 (0.15%) ISTQB Foundation Certification
9 3 (0.11%) AWS Certification
9 3 (0.11%) PhD
10 2 (0.074%) DBS Check
11 1 (0.037%) Sun Certification
Quality Assurance & Compliance
1 179 (6.61%) QA
2 20 (0.74%) GCP
3 15 (0.55%) PCI DSS
4 6 (0.22%) PSD2
5 3 (0.11%) ISO 20022
5 3 (0.11%) ISO 9001
5 3 (0.11%) MiFID
5 3 (0.11%) PMO
6 2 (0.074%) Data Quality
7 1 (0.037%) EMIR
System Software
1 510 (18.84%) Docker
2 17 (0.63%) HDFS
3 14 (0.52%) GridGain
4 12 (0.44%) VMware Infrastructure
5 11 (0.41%) Apache Flume
6 10 (0.37%) Hyper-V
7 6 (0.22%) Virtual Machines
8 5 (0.18%) Apache ZooKeeper
9 2 (0.074%) Active Directory
9 2 (0.074%) LXC
10 1 (0.037%) Oracle RAC
10 1 (0.037%) VMware Workstation
10 1 (0.037%) vSphere
10 1 (0.037%) Xen
Systems Management
1 217 (8.02%) Ansible
2 127 (4.69%) Puppet
3 117 (4.32%) Kubernetes
4 89 (3.29%) Opscode Chef
5 77 (2.84%) Terraform
6 33 (1.22%) Salt
7 27 (1.00%) Nagios
8 24 (0.89%) Prometheus
9 15 (0.55%) Kibana
10 12 (0.44%) logstash
11 9 (0.33%) ZABBIX
12 7 (0.26%) Cobbler
12 7 (0.26%) Rancher
13 6 (0.22%) Docker Swarm
14 5 (0.18%) Graphite
15 4 (0.15%) Consul
15 4 (0.15%) HP Quality Center
16 3 (0.11%) Business Desktop Deployment
16 3 (0.11%) MOM
16 3 (0.11%) Tivoli
Vendors
1 485 (17.92%) Oracle
2 100 (3.69%) Google
3 99 (3.66%) Splunk
4 93 (3.44%) IBM
4 93 (3.44%) Sybase
5 77 (2.84%) AppDynamics
6 68 (2.51%) hybris
7 65 (2.40%) TIBCO
8 56 (2.07%) SAP
9 52 (1.92%) Microsoft
10 41 (1.51%) WorldPay
11 40 (1.48%) Adobe
11 40 (1.48%) Salesforce.com
12 33 (1.22%) Cognizant
13 26 (0.96%) Red Hat
14 24 (0.89%) BEA
15 18 (0.66%) Atlassian
16 17 (0.63%) Solace
17 16 (0.59%) MuleSoft
18 15 (0.55%) New Relic