Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > London
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 73 86 97
Rank change year-on-year +13 +11 -21
Permanent jobs citing Spring 2,806 2,762 2,599
As % of all permanent IT jobs advertised in London 4.04% 3.73% 3.20%
As % of the Libraries, Frameworks & Software Standards category 9.88% 9.37% 7.89%
Number of salaries quoted 2,132 1,978 2,298
London median annual salary £67,250 £62,500 £60,000
Median salary % change year-on-year +7.60% +4.17% -
10th Percentile £45,100 £42,500 £42,500
90th Percentile £96,175 £87,500 £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 28,388 29,465 32,942
As % of all permanent IT jobs advertised in London 40.92% 39.81% 40.55%
Number of salaries quoted 23,200 24,044 29,008
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £93,750 £90,000 £85,000
England median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 14 August 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 14 August 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 -3 551 £65,000 +4.00% 101
West London -58 75 £52,500 -12.50% 43
East London +13 40 £72,500 +26.09% 21
North London +11 20 £60,000 +4.35% 2
South London -52 10 £61,250 -1.21% 8
Spring
England

For the 6 months to 14 August 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 2,750 (98.00%) Java
2 1,770 (63.08%) Agile Software Development
3 1,054 (37.56%) Java 8
4 1,015 (36.17%) Microservices
5 999 (35.60%) TDD
6 957 (34.11%) SQL
7 952 (33.93%) Finance
8 931 (33.18%) Spring Boot
9 845 (30.11%) JavaScript
10 832 (29.65%) Hibernate
11 779 (27.76%) Software Engineering
12 670 (23.88%) REST
13 660 (23.52%) HTML
13 660 (23.52%) Web Services
14 659 (23.49%) Maven
15 653 (23.27%) Amazon AWS
16 593 (21.13%) Scrum
17 576 (20.53%) DevOps
18 554 (19.74%) Git (software)
19 553 (19.71%) Jenkins
20 547 (19.49%) CSS
21 542 (19.32%) Docker
22 520 (18.53%) AngularJS
23 502 (17.89%) Banking
24 487 (17.36%) Oracle
25 479 (17.07%) RESTful
26 426 (15.18%) Degree
27 409 (14.58%) Continuous Integration
28 408 (14.54%) Node.js
29 405 (14.43%) BDD

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
1 252 (8.98%) Tomcat
2 223 (7.95%) Elasticsearch
3 206 (7.34%) Apache
4 110 (3.92%) Apache Spark
5 106 (3.78%) Cloud Foundry
6 103 (3.67%) WebSphere
7 99 (3.53%) JBoss
8 93 (3.31%) Oracle SOA Suite
8 93 (3.31%) WebLogic
9 92 (3.28%) CMS
10 80 (2.85%) Confluence
11 61 (2.17%) Mule
12 52 (1.85%) Adobe Experience Manager
13 32 (1.14%) Jetty
14 23 (0.82%) Apache Solr
14 23 (0.82%) Oracle Coherence
15 15 (0.53%) Mule ESB
16 12 (0.43%) Alfresco
16 12 (0.43%) Anypoint
16 12 (0.43%) WordPress
Applications
1 11 (0.39%) Chatbot
2 7 (0.25%) Microsoft Excel
3 3 (0.11%) Spreadsheet
4 2 (0.071%) Microsoft PowerPoint
5 1 (0.036%) Mingle
5 1 (0.036%) Weka
Business Applications
1 33 (1.18%) Payment Gateway
2 25 (0.89%) SAP Hybris
3 13 (0.46%) Adobe Campaign
4 12 (0.43%) SDL Web 8
5 8 (0.29%) Eloqua
5 8 (0.29%) Unica
6 5 (0.18%) Actimize
6 5 (0.18%) Distributed Ledger
6 5 (0.18%) LatentZero
6 5 (0.18%) thinkFolio
7 3 (0.11%) Magento
8 2 (0.071%) Dynamics AX
8 2 (0.071%) Dynamics CRM
8 2 (0.071%) Dynamics NAV
8 2 (0.071%) Oracle EBS
8 2 (0.071%) Salesforce.com CRM
9 1 (0.036%) BusinessWorks
9 1 (0.036%) ION MarketView
9 1 (0.036%) Kondor
9 1 (0.036%) Oracle BPM
Cloud Services
1 653 (23.27%) Amazon AWS
2 160 (5.70%) Microsoft Azure
3 131 (4.67%) Google Cloud Platform
4 128 (4.56%) PaaS
5 112 (3.99%) GitHub
6 92 (3.28%) OpenShift
7 90 (3.21%) Serverless
8 79 (2.82%) IaaS
9 68 (2.42%) IBM Cloud
10 65 (2.32%) SaaS
11 64 (2.28%) Cloud Computing
12 41 (1.46%) Slack
13 31 (1.10%) Amazon EC2
14 27 (0.96%) AWS Lambda
14 27 (0.96%) npm
15 23 (0.82%) Amazon S3
16 17 (0.61%) AWS CloudFormation
17 13 (0.46%) Adobe Analytics
17 13 (0.46%) Google App Engine
18 11 (0.39%) Amazon SQS
Communications & Networking
1 69 (2.46%) Internet
2 58 (2.07%) HTTP
3 31 (1.10%) FTP
4 29 (1.03%) SMS
5 20 (0.71%) TCP/IP
6 14 (0.50%) SMPP
7 11 (0.39%) AMQP
8 7 (0.25%) DNS
9 6 (0.21%) SMTP
9 6 (0.21%) Unified Communications
10 5 (0.18%) Firewall
10 5 (0.18%) Intranet
10 5 (0.18%) Wi-Fi
10 5 (0.18%) Wireless
11 3 (0.11%) DSL
11 3 (0.11%) VLAN
12 2 (0.071%) Reverse Proxy
12 2 (0.071%) SSL
13 1 (0.036%) Asterisk PBX
13 1 (0.036%) Network Security
Database & Business Intelligence
1 386 (13.76%) NoSQL
2 380 (13.54%) MongoDB
3 304 (10.83%) MySQL
4 261 (9.30%) Relational Database
5 246 (8.77%) SQL Server
6 220 (7.84%) Big Data
7 204 (7.27%) PostgreSQL
8 187 (6.66%) Apache Cassandra
9 129 (4.60%) Hadoop
10 111 (3.96%) RDBMS
11 99 (3.53%) Blockchain
12 97 (3.46%) Redis
13 75 (2.67%) DB2
14 52 (1.85%) Neo4j
15 41 (1.46%) Oracle Database
16 38 (1.35%) Amazon DynamoDB
17 30 (1.07%) Apache Hive
18 28 (1.00%) Hazelcast
19 24 (0.86%) Amazon RDS
20 19 (0.68%) NewSQL
Development Applications
1 659 (23.49%) Maven
2 554 (19.74%) Git (software)
3 553 (19.71%) Jenkins
4 395 (14.08%) JUnit
5 262 (9.34%) Gradle
6 234 (8.34%) JIRA
7 169 (6.02%) Selenium
8 142 (5.06%) Subversion
9 122 (4.35%) Eclipse
10 120 (4.28%) Cucumber
11 96 (3.42%) Mockito
11 96 (3.42%) Sonatype Nexus
12 76 (2.71%) IntelliJ
13 70 (2.49%) Ant
14 69 (2.46%) Mocha
15 66 (2.35%) Atlassian Bamboo
16 64 (2.28%) TeamCity
17 52 (1.85%) Bitbucket
18 50 (1.78%) Vagrant
19 46 (1.64%) TestNG
General
1 952 (33.93%) Finance
2 502 (17.89%) Banking
3 219 (7.80%) Investment Banking
4 213 (7.59%) Games
5 174 (6.20%) Financial Institution
6 125 (4.45%) Retail
7 118 (4.21%) Advertising
8 113 (4.03%) Front Office
9 60 (2.14%) Marketing
10 52 (1.85%) Telecoms
11 48 (1.71%) Back Office
12 22 (0.78%) Publishing
13 21 (0.75%) Electronics
14 20 (0.71%) Retail Banking
15 13 (0.46%) Law
15 13 (0.46%) Online Betting
15 13 (0.46%) Pharmaceutical
16 12 (0.43%) Manufacturing
16 12 (0.43%) Military
17 9 (0.32%) Multimedia
Job Titles
1 1,937 (69.03%) Developer
2 1,730 (61.65%) Java Developer
3 564 (20.10%) Senior Developer
4 527 (18.78%) Senior Java Developer
5 350 (12.47%) Software Engineer
6 333 (11.87%) Java Engineer
7 205 (7.31%) Java Software Engineer
8 162 (5.77%) Lead Developer
9 151 (5.38%) Lead Java Developer
10 142 (5.06%) Architect
11 136 (4.85%) Senior Software Engineer
12 113 (4.03%) Java Software Developer
12 113 (4.03%) Senior Java Engineer
13 108 (3.85%) AWS Developer
14 95 (3.39%) Full Stack Developer
15 87 (3.10%) Software Developer
16 76 (2.71%) Senior Java Software Engineer
17 71 (2.53%) Agile Developer
18 68 (2.42%) Agile Java Developer
18 68 (2.42%) Java Developer - Fintech
Libraries, Frameworks & Software Standards
1 931 (33.18%) Spring Boot
2 832 (29.65%) Hibernate
3 670 (23.88%) REST
4 660 (23.52%) HTML
4 660 (23.52%) Web Services
5 547 (19.49%) CSS
6 520 (18.53%) AngularJS
7 479 (17.07%) RESTful
8 408 (14.54%) Node.js
9 374 (13.33%) Java EE
9 374 (13.33%) React
10 343 (12.22%) J2EE
11 320 (11.40%) HTML5
12 262 (9.34%) XML
13 254 (9.05%) Kafka
14 238 (8.48%) SOAP
15 230 (8.20%) JPA
16 215 (7.66%) Spring MVC
17 213 (7.59%) JMS
18 191 (6.81%) CSS3
Miscellaneous
1 354 (12.62%) Fintech
2 289 (10.30%) Computer Science
3 278 (9.91%) Greenfield Project
4 203 (7.23%) Analytical Skills
5 150 (5.35%) Enterprise Software
6 136 (4.85%) Self-Motivation
7 133 (4.74%) Cyberthreat
8 107 (3.81%) User Experience
9 91 (3.24%) Algorithms
10 88 (3.14%) Data Structures
11 84 (2.99%) Derivative
12 76 (2.71%) Mobile App
13 68 (2.42%) Cloud Native
13 68 (2.42%) Hedge funds
14 57 (2.03%) Public Cloud
15 48 (1.71%) Fixed Income
16 46 (1.64%) Foreign Exchange (FX)
17 45 (1.60%) Online Games
18 42 (1.50%) Linux Command Line
19 40 (1.43%) Hybrid Cloud
Operating Systems
1 381 (13.58%) Linux
2 128 (4.56%) Unix
3 59 (2.10%) Android
4 50 (1.78%) Windows
5 45 (1.60%) Apple iOS
6 18 (0.64%) Ubuntu
7 12 (0.43%) openSUSE
8 10 (0.36%) Windows Server
9 9 (0.32%) Solaris
10 8 (0.29%) Red Hat Enterprise Linux
11 4 (0.14%) Mac OS X
12 3 (0.11%) CentOS
13 2 (0.071%) AIX
14 1 (0.036%) Mesosphere
14 1 (0.036%) Windows 2000
14 1 (0.036%) Windows NT
14 1 (0.036%) Windows Phone
14 1 (0.036%) Windows Server 2008
14 1 (0.036%) Windows XP
Processes & Methodologies
1 1,770 (63.08%) Agile Software Development
2 1,015 (36.17%) Microservices
3 999 (35.60%) TDD
4 779 (27.76%) Software Engineering
5 593 (21.13%) Scrum
6 576 (20.53%) DevOps
7 409 (14.58%) Continuous Integration
8 405 (14.43%) BDD
9 393 (14.01%) Problem-Solving
10 379 (13.51%) MVC
11 333 (11.87%) Test Automation
12 312 (11.12%) OO
12 312 (11.12%) SOA
13 296 (10.55%) Web Development
14 291 (10.37%) Multithreading
15 277 (9.87%) Open Source
16 246 (8.77%) SDLC
17 231 (8.23%) Mentoring
18 230 (8.20%) E-Commerce
19 209 (7.45%) Low Latency
Programming Languages
1 2,750 (98.00%) Java
2 1,054 (37.56%) Java 8
3 957 (34.11%) SQL
4 845 (30.11%) JavaScript
5 347 (12.37%) Scala
6 276 (9.84%) Python
7 179 (6.38%) PHP
8 161 (5.74%) C#
9 151 (5.38%) Groovy
10 126 (4.49%) PL/SQL
11 100 (3.56%) Ruby
12 91 (3.24%) C++
13 88 (3.14%) Kotlin
14 70 (2.49%) Perl
15 68 (2.42%) ES6
16 66 (2.35%) Shell Script
17 61 (2.17%) Bash Shell
18 59 (2.10%) TypeScript
19 57 (2.03%) Go
20 52 (1.85%) Java 9
Qualifications
1 426 (15.18%) Degree
2 90 (3.21%) Computer Science Degree
3 49 (1.75%) Security Cleared
4 46 (1.64%) Master's Degree
5 36 (1.28%) Numerate Degree
6 24 (0.86%) DV Cleared
7 19 (0.68%) SC Cleared
8 4 (0.14%) DBS Check
8 4 (0.14%) ISEB
8 4 (0.14%) ISTQB
8 4 (0.14%) ISTQB Foundation Certification
9 3 (0.11%) AWS Certification
9 3 (0.11%) PhD
10 2 (0.071%) MBA
11 1 (0.036%) BPSS Clearance
11 1 (0.036%) Sun Certification
Quality Assurance & Compliance
1 164 (5.84%) QA
2 42 (1.50%) GCP
3 9 (0.32%) PCI DSS
4 5 (0.18%) MiFID
5 4 (0.14%) Data Quality
5 4 (0.14%) PMO
5 4 (0.14%) PSD2
6 3 (0.11%) ISO 20022
6 3 (0.11%) ISO 9001
7 1 (0.036%) EMIR
7 1 (0.036%) HL7
System Software
1 542 (19.32%) Docker
2 26 (0.93%) GridGain
3 19 (0.68%) HDFS
4 16 (0.57%) VMware Infrastructure
5 15 (0.53%) Hyper-V
6 11 (0.39%) Apache Flume
7 8 (0.29%) Apache ZooKeeper
8 6 (0.21%) Virtual Machines
9 3 (0.11%) Active Directory
10 2 (0.071%) LXC
11 1 (0.036%) Oracle RAC
11 1 (0.036%) VMware Workstation
11 1 (0.036%) vSphere
11 1 (0.036%) Xen
Systems Management
1 194 (6.91%) Ansible
2 189 (6.74%) Kubernetes
3 100 (3.56%) Puppet
4 97 (3.46%) Terraform
5 81 (2.89%) Opscode Chef
6 35 (1.25%) Salt
7 31 (1.10%) Prometheus
8 22 (0.78%) Nagios
9 16 (0.57%) Docker Swarm
10 15 (0.53%) logstash
11 13 (0.46%) Kibana
11 13 (0.46%) Rancher
12 11 (0.39%) ZABBIX
13 8 (0.29%) Cobbler
13 8 (0.29%) Graphite
14 6 (0.21%) Consul
14 6 (0.21%) Packer
15 4 (0.14%) HP Quality Center
15 4 (0.14%) Mesos
15 4 (0.14%) Tivoli
Vendors
1 487 (17.36%) Oracle
2 152 (5.42%) Google
3 118 (4.21%) Sybase
4 114 (4.06%) IBM
5 101 (3.60%) Splunk
6 74 (2.64%) AppDynamics
7 72 (2.57%) hybris
8 71 (2.53%) Red Hat
9 65 (2.32%) Microsoft
10 64 (2.28%) SAP
11 59 (2.10%) TIBCO
12 46 (1.64%) Adobe
13 40 (1.43%) Cognizant
14 33 (1.18%) Capita
14 33 (1.18%) WorldPay
15 26 (0.93%) BEA
15 26 (0.93%) Salesforce.com
16 22 (0.78%) MuleSoft
16 22 (0.78%) New Relic
16 22 (0.78%) Rackspace