Period
to 19 October 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 October 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > London
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 73 81 96
Rank change year-on-year +8 +15 -19
Permanent jobs citing Spring 2,778 2,949 2,394
As % of all permanent IT jobs advertised in London 4.09% 3.97% 3.10%
As % of the Libraries, Frameworks & Software Standards category 9.96% 10.15% 7.70%
Number of salaries quoted 2,128 2,061 2,082
London median annual salary £67,500 £62,500 £61,500
Median salary % change year-on-year +8.00% +1.63% +2.50%
10th Percentile £46,250 £42,500 £42,500
90th Percentile £95,000 £87,500 £85,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +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 27,883 29,058 31,111
As % of all permanent IT jobs advertised in London 41.01% 39.08% 40.34%
Number of salaries quoted 22,784 23,513 27,417
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,500 £36,500 £35,000
90th Percentile £95,000 £90,000 £85,000
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 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 October 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 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
Central London +6 580 £67,500 +3.85% 147
West London -24 79 £55,000 -4.35% 83
East London +8 45 £70,000 +7.69% 17
North London +6 18 £60,000 +4.35% 1
South London -42 16 £63,750 +6.25% 9
Spring
England

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

1 2,717 (97.80%) Java
2 1,770 (63.71%) Agile Software Development
3 1,095 (39.42%) Microservices
4 1,020 (36.72%) Spring Boot
5 1,010 (36.36%) Java 8
6 958 (34.49%) SQL
7 948 (34.13%) TDD
8 929 (33.44%) Finance
9 814 (29.30%) JavaScript
10 771 (27.75%) Hibernate
11 732 (26.35%) Amazon AWS
12 671 (24.15%) Software Engineering
13 670 (24.12%) REST
14 640 (23.04%) HTML
15 611 (21.99%) DevOps
16 610 (21.96%) Web Services
17 607 (21.85%) Docker
18 584 (21.02%) Maven
19 566 (20.37%) Scrum
20 524 (18.86%) AngularJS
21 518 (18.65%) CSS
22 513 (18.47%) Jenkins
23 506 (18.21%) RESTful
24 500 (18.00%) Git (software)
25 467 (16.81%) Banking
26 452 (16.27%) Oracle
27 423 (15.23%) Problem-Solving
28 395 (14.22%) Degree
28 395 (14.22%) BDD
29 371 (13.35%) Continuous Integration

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
1 248 (8.93%) Elasticsearch
2 190 (6.84%) Tomcat
3 185 (6.66%) Apache
4 132 (4.75%) Cloud Foundry
5 115 (4.14%) WebLogic
6 112 (4.03%) WebSphere
7 99 (3.56%) Apache Spark
8 79 (2.84%) JBoss
9 62 (2.23%) CMS
10 59 (2.12%) Oracle SOA Suite
11 57 (2.05%) Confluence
12 50 (1.80%) Adobe Experience Manager
13 45 (1.62%) Mule
14 27 (0.97%) Apache Solr
15 24 (0.86%) Anypoint
16 19 (0.68%) WordPress
17 15 (0.54%) Oracle Coherence
18 13 (0.47%) Jetty
19 12 (0.43%) Mule ESB
19 12 (0.43%) WebSphere Application Server
Applications
1 11 (0.40%) Chatbot
2 8 (0.29%) Microsoft Excel
3 3 (0.11%) Microsoft PowerPoint
4 2 (0.072%) Snapchat
5 1 (0.036%) HipChat
5 1 (0.036%) Microsoft Office
5 1 (0.036%) Mingle
5 1 (0.036%) Weka
Business Applications
1 29 (1.04%) Payment Gateway
2 28 (1.01%) SAP Hybris
3 13 (0.47%) SDL Web 8
4 11 (0.40%) Adobe Campaign
5 10 (0.36%) Magento
6 7 (0.25%) Eloqua
6 7 (0.25%) Unica
7 5 (0.18%) Actimize
7 5 (0.18%) LatentZero
7 5 (0.18%) SAP ERP
7 5 (0.18%) thinkFolio
8 3 (0.11%) Distributed Ledger
8 3 (0.11%) Dynamics AX
9 2 (0.072%) Dynamics CRM
9 2 (0.072%) Dynamics NAV
9 2 (0.072%) ION MarketView
9 2 (0.072%) Oracle EBS
10 1 (0.036%) BusinessWorks
10 1 (0.036%) Kondor
10 1 (0.036%) Oracle Cash Management
Cloud Services
1 732 (26.35%) Amazon AWS
2 221 (7.96%) Microsoft Azure
3 176 (6.34%) Google Cloud Platform
4 151 (5.44%) PaaS
5 146 (5.26%) OpenShift
6 109 (3.92%) Serverless
7 94 (3.38%) IBM Cloud
8 89 (3.20%) GitHub
9 76 (2.74%) Cloud Computing
10 70 (2.52%) IaaS
11 58 (2.09%) SaaS
12 33 (1.19%) Amazon EC2
13 30 (1.08%) npm
14 26 (0.94%) AWS Lambda
15 24 (0.86%) Amazon S3
16 21 (0.76%) Slack
17 14 (0.50%) AWS CloudFormation
18 13 (0.47%) DigitalOcean
19 12 (0.43%) Google App Engine
20 11 (0.40%) Adobe Analytics
Communications & Networking
1 70 (2.52%) HTTP
2 60 (2.16%) Internet
3 26 (0.94%) FTP
4 24 (0.86%) SMS
5 11 (0.40%) TCP/IP
6 10 (0.36%) AMQP
7 7 (0.25%) Firewall
8 6 (0.22%) DNS
8 6 (0.22%) SMPP
8 6 (0.22%) Unified Communications
9 4 (0.14%) ATM
9 4 (0.14%) SMTP
10 3 (0.11%) Reverse Proxy
10 3 (0.11%) SSL
10 3 (0.11%) VLAN
11 2 (0.072%) DHCP
11 2 (0.072%) DSL
11 2 (0.072%) Intranet
11 2 (0.072%) Skype
12 1 (0.036%) VPN
Database & Business Intelligence
1 362 (13.03%) NoSQL
2 355 (12.78%) MongoDB
3 297 (10.69%) MySQL
4 254 (9.14%) Relational Database
5 230 (8.28%) SQL Server
6 223 (8.03%) Big Data
7 194 (6.98%) PostgreSQL
8 136 (4.90%) Apache Cassandra
9 119 (4.28%) RDBMS
10 107 (3.85%) Hadoop
11 89 (3.20%) Redis
12 83 (2.99%) Blockchain
13 70 (2.52%) DB2
14 41 (1.48%) Neo4j
15 33 (1.19%) Apache Hive
16 30 (1.08%) Amazon DynamoDB
16 30 (1.08%) Hazelcast
17 29 (1.04%) Oracle Database
18 27 (0.97%) Amazon RDS
19 17 (0.61%) HBase
Development Applications
1 584 (21.02%) Maven
2 513 (18.47%) Jenkins
3 500 (18.00%) Git (software)
4 366 (13.17%) JUnit
5 267 (9.61%) Gradle
6 197 (7.09%) JIRA
7 146 (5.26%) Selenium
8 130 (4.68%) Cucumber
9 127 (4.57%) Subversion
10 112 (4.03%) Mockito
11 107 (3.85%) Eclipse
12 72 (2.59%) Sonatype Nexus
13 71 (2.56%) Ant
14 67 (2.41%) IntelliJ
15 63 (2.27%) Bitbucket
16 52 (1.87%) Protractor
17 50 (1.80%) Atlassian Bamboo
18 49 (1.76%) TeamCity
19 44 (1.58%) TestNG
20 43 (1.55%) SonarQube
General
1 929 (33.44%) Finance
2 467 (16.81%) Banking
3 222 (7.99%) Investment Banking
4 183 (6.59%) Financial Institution
5 162 (5.83%) Games
6 128 (4.61%) Retail
7 123 (4.43%) Front Office
8 108 (3.89%) Advertising
9 62 (2.23%) Marketing
10 50 (1.80%) Back Office
11 36 (1.30%) Telecoms
12 23 (0.83%) Electronics
13 21 (0.76%) Publishing
13 21 (0.76%) Retail Banking
14 18 (0.65%) Law
15 14 (0.50%) Pharmaceutical
16 11 (0.40%) Multimedia
17 10 (0.36%) Manufacturing
18 9 (0.32%) Retail Finance
19 8 (0.29%) Military
Job Titles
1 1,940 (69.83%) Developer
2 1,753 (63.10%) Java Developer
3 568 (20.45%) Senior Developer
4 533 (19.19%) Senior Java Developer
5 296 (10.66%) Software Engineer
6 280 (10.08%) Java Engineer
7 171 (6.16%) Architect
8 162 (5.83%) Java Software Engineer
9 126 (4.54%) Lead Developer
10 114 (4.10%) Senior Software Engineer
11 113 (4.07%) Lead Java Developer
12 102 (3.67%) AWS Developer
13 101 (3.64%) Senior Java Engineer
14 97 (3.49%) Java Software Developer
15 91 (3.28%) Full Stack Developer
16 82 (2.95%) Agile Developer
17 78 (2.81%) Agile Java Developer
17 78 (2.81%) Software Developer
18 73 (2.63%) Java Architect
19 62 (2.23%) Java Developer - Fintech
Libraries, Frameworks & Software Standards
1 1,020 (36.72%) Spring Boot
2 771 (27.75%) Hibernate
3 670 (24.12%) REST
4 640 (23.04%) HTML
5 610 (21.96%) Web Services
6 524 (18.86%) AngularJS
7 518 (18.65%) CSS
8 506 (18.21%) RESTful
9 362 (13.03%) Node.js
10 330 (11.88%) Java EE
11 323 (11.63%) HTML5
12 317 (11.41%) React
13 283 (10.19%) J2EE
14 259 (9.32%) Kafka
15 257 (9.25%) XML
16 237 (8.53%) SOAP
17 209 (7.52%) Spring MVC
18 202 (7.27%) JMS
19 200 (7.20%) CSS3
20 198 (7.13%) JPA
Miscellaneous
1 349 (12.56%) Fintech
2 287 (10.33%) Computer Science
3 239 (8.60%) Greenfield Project
4 188 (6.77%) Analytical Skills
5 155 (5.58%) Self-Motivation
6 141 (5.08%) Enterprise Software
7 122 (4.39%) Cyberthreat
8 92 (3.31%) User Experience
9 90 (3.24%) Cloud Native
10 88 (3.17%) Derivative
11 77 (2.77%) Data Structures
12 75 (2.70%) Hedge funds
13 74 (2.66%) Mobile App
14 70 (2.52%) Algorithms
15 57 (2.05%) Hybrid Cloud
16 53 (1.91%) Fixed Income
17 47 (1.69%) Blog
17 47 (1.69%) Public Cloud
18 45 (1.62%) Foreign Exchange (FX)
19 42 (1.51%) Virtual Team
Operating Systems
1 366 (13.17%) Linux
2 127 (4.57%) Unix
3 55 (1.98%) Windows
4 45 (1.62%) Android
5 26 (0.94%) Ubuntu
6 24 (0.86%) Apple iOS
7 18 (0.65%) openSUSE
8 13 (0.47%) Solaris
9 10 (0.36%) Red Hat Enterprise Linux
9 10 (0.36%) Windows Server
10 3 (0.11%) Mac OS X
11 2 (0.072%) CentOS
11 2 (0.072%) CoreOS
12 1 (0.036%) Mesosphere
12 1 (0.036%) Windows Phone
12 1 (0.036%) Windows Server 2008
Processes & Methodologies
1 1,770 (63.71%) Agile Software Development
2 1,095 (39.42%) Microservices
3 948 (34.13%) TDD
4 671 (24.15%) Software Engineering
5 611 (21.99%) DevOps
6 566 (20.37%) Scrum
7 423 (15.23%) Problem-Solving
8 395 (14.22%) BDD
9 371 (13.35%) Continuous Integration
10 370 (13.32%) MVC
11 304 (10.94%) OO
12 295 (10.62%) SOA
13 294 (10.58%) Multithreading
14 290 (10.44%) Test Automation
15 288 (10.37%) Open Source
16 252 (9.07%) Web Development
17 222 (7.99%) SDLC
18 204 (7.34%) Continuous Delivery
18 204 (7.34%) Pair Programming
19 203 (7.31%) Mentoring
Programming Languages
1 2,717 (97.80%) Java
2 1,010 (36.36%) Java 8
3 958 (34.49%) SQL
4 814 (29.30%) JavaScript
5 301 (10.84%) Python
6 300 (10.80%) Scala
7 165 (5.94%) C#
8 143 (5.15%) PHP
9 142 (5.11%) PL/SQL
10 118 (4.25%) Groovy
11 102 (3.67%) C++
12 86 (3.10%) Kotlin
13 82 (2.95%) Ruby
14 64 (2.30%) Go
15 62 (2.23%) Java 9
16 60 (2.16%) TypeScript
17 56 (2.02%) Perl
18 54 (1.94%) Shell Script
19 44 (1.58%) Bash Shell
20 40 (1.44%) ES6
Qualifications
1 395 (14.22%) Degree
2 104 (3.74%) Computer Science Degree
3 62 (2.23%) Security Cleared
4 57 (2.05%) Master's Degree
5 33 (1.19%) Numerate Degree
6 28 (1.01%) SC Cleared
7 27 (0.97%) DV Cleared
8 5 (0.18%) OCP
8 5 (0.18%) Oracle Certification
9 4 (0.14%) DBS Check
10 3 (0.11%) AWS Certification
10 3 (0.11%) MBA
11 2 (0.072%) PhD
12 1 (0.036%) BPSS Clearance
12 1 (0.036%) RHCE
12 1 (0.036%) RHCSA
12 1 (0.036%) Sun Certification
Quality Assurance & Compliance
1 148 (5.33%) QA
2 7 (0.25%) Data Quality
3 5 (0.18%) MiFID
4 4 (0.14%) ISO 20022
4 4 (0.14%) PMO
5 3 (0.11%) PSD2
6 2 (0.072%) ISO 9001
6 2 (0.072%) ISO/IEC 20000
6 2 (0.072%) PCI DSS
7 1 (0.036%) HL7
7 1 (0.036%) ISO 8583
System Software
1 607 (21.85%) Docker
2 22 (0.79%) GridGain
3 17 (0.61%) VMware Infrastructure
4 16 (0.58%) HDFS
5 12 (0.43%) Hyper-V
6 10 (0.36%) Apache ZooKeeper
7 7 (0.25%) Apache Flume
8 4 (0.14%) Virtual Machines
9 2 (0.072%) Active Directory
9 2 (0.072%) etcd
9 2 (0.072%) LXC
9 2 (0.072%) Oracle RAC
10 1 (0.036%) VMware Workstation
10 1 (0.036%) vSphere
10 1 (0.036%) Xen
Systems Management
1 268 (9.65%) Kubernetes
2 177 (6.37%) Ansible
3 100 (3.60%) Puppet
4 88 (3.17%) Opscode Chef
5 76 (2.74%) Terraform
6 46 (1.66%) Salt
7 39 (1.40%) Docker Swarm
8 30 (1.08%) Prometheus
9 17 (0.61%) Rancher
10 16 (0.58%) Nagios
11 12 (0.43%) Kibana
11 12 (0.43%) logstash
12 9 (0.32%) Graphite
13 8 (0.29%) ZABBIX
14 7 (0.25%) Packer
15 6 (0.22%) Consul
16 5 (0.18%) Control-M
16 5 (0.18%) Mesos
17 4 (0.14%) Cobbler
17 4 (0.14%) Tivoli
Vendors
1 452 (16.27%) Oracle
2 193 (6.95%) Google
3 138 (4.97%) IBM
4 131 (4.72%) Red Hat
5 123 (4.43%) Sybase
6 86 (3.10%) Splunk
7 84 (3.02%) SAP
8 75 (2.70%) Microsoft
9 58 (2.09%) hybris
10 54 (1.94%) AppDynamics
11 44 (1.58%) Adobe
12 41 (1.48%) TIBCO
13 37 (1.33%) MuleSoft
14 34 (1.22%) Salesforce.com
15 30 (1.08%) Cognizant
16 28 (1.01%) WorldPay
17 24 (0.86%) New Relic
18 21 (0.76%) Solace
19 20 (0.72%) VMware
20 18 (0.65%) Rackspace