Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
England > London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 79 98 79
Rank change year-on-year +19 -19 -1
Permanent jobs citing Spring 2,725 2,205 3,087
As % of all permanent IT jobs advertised in London 3.88% 3.12% 3.65%
As % of the Libraries, Frameworks & Software Standards category 9.85% 7.79% 9.64%
Number of salaries quoted 2,042 1,880 2,684
London median annual salary £62,500 £62,500 £60,000
Median salary % change year-on-year - +4.17% +4.35%
10th Percentile £43,500 £41,250 £40,000
90th Percentile £90,000 £90,000 £85,000
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

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 27,670 28,314 32,023
As % of all permanent IT jobs advertised in London 39.39% 40.12% 37.91%
Number of salaries quoted 22,952 24,804 27,560
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +1.85%
10th Percentile £36,500 £35,000 £35,000
90th Percentile £90,000 £87,500 £85,000
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 16 January 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 16 January 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 +23 549 £65,000 - 131
West London -29 102 £58,750 +2.17% 61
South London +38 66 £57,500 -4.17% 6
North London +3 25 £50,000 -6.98% 5
East London +2 20 £65,000 -3.70% 7
Spring
England

For the 6 months to 16 January 2018, 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 2,686 (98.57%) Java
2 1,845 (67.71%) Agile Software Development
3 1,042 (38.24%) TDD
4 978 (35.89%) Finance
5 977 (35.85%) Hibernate
6 923 (33.87%) REST
7 922 (33.83%) JavaScript
8 811 (29.76%) SQL
9 775 (28.44%) Microservices
10 707 (25.94%) Maven
11 678 (24.88%) AngularJS
12 644 (23.63%) Software Engineering
13 630 (23.12%) Web Services
14 621 (22.79%) BDD
15 611 (22.42%) Spring Boot
16 584 (21.43%) HTML
17 558 (20.48%) Scrum
18 548 (20.11%) MVC
19 533 (19.56%) Git (software)
19 533 (19.56%) Amazon AWS
20 515 (18.90%) Continuous Integration
21 510 (18.72%) J2EE
22 491 (18.02%) Banking
23 488 (17.91%) Oracle
24 467 (17.14%) RESTful
25 466 (17.10%) Jenkins
26 452 (16.59%) DevOps
27 439 (16.11%) Docker
28 438 (16.07%) NoSQL
29 426 (15.63%) JUnit

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
1 372 (13.65%) Tomcat
2 229 (8.40%) Elasticsearch
3 158 (5.80%) Apache
4 112 (4.11%) Apache Spark
5 102 (3.74%) JBoss
6 85 (3.12%) CMS
7 69 (2.53%) WebSphere
8 65 (2.39%) Confluence
9 50 (1.83%) Oracle Workflow
10 44 (1.61%) WebLogic
11 36 (1.32%) Apache Solr
12 31 (1.14%) Jetty
13 24 (0.88%) Liferay
14 23 (0.84%) Oracle Coherence
15 22 (0.81%) Oracle SOA Suite
16 21 (0.77%) WildFly
17 19 (0.70%) Mule
18 18 (0.66%) Cloud Foundry
19 15 (0.55%) CoreMedia CMS
19 15 (0.55%) nginx
Applications
1 11 (0.40%) MS Visio
2 7 (0.26%) Microsoft Excel
3 5 (0.18%) Microsoft PowerPoint
4 4 (0.15%) Adobe Creative Suite
4 4 (0.15%) Photoshop
5 2 (0.073%) HipChat
6 1 (0.037%) Microsoft Office
6 1 (0.037%) Spreadsheet
Business Applications
1 60 (2.20%) SAP Hybris
2 42 (1.54%) Payment Gateway
3 14 (0.51%) Magento
4 9 (0.33%) Distributed Ledger
5 7 (0.26%) Temenos T24
6 6 (0.22%) Ripple
7 3 (0.11%) BusinessWorks
7 3 (0.11%) Kondor
8 2 (0.073%) R3 Corda
Cloud Services
1 533 (19.56%) Amazon AWS
2 99 (3.63%) GitHub
3 81 (2.97%) Microsoft Azure
4 55 (2.02%) Google Cloud Platform
5 46 (1.69%) OpenShift
6 45 (1.65%) PaaS
7 43 (1.58%) Amazon EC2
8 40 (1.47%) SaaS
9 35 (1.28%) Amazon S3
10 33 (1.21%) Cloud Computing
10 33 (1.21%) npm
11 32 (1.17%) Serverless
12 30 (1.10%) IaaS
13 19 (0.70%) Amazon SQS
14 15 (0.55%) AWS Lambda
15 13 (0.48%) AWS Elastic Beanstalk
15 13 (0.48%) Google Play
16 11 (0.40%) Slack
17 9 (0.33%) Bluemix
17 9 (0.33%) IBM Cloud
Communications & Networking
1 99 (3.63%) Internet
2 50 (1.83%) HTTP
3 36 (1.32%) LDAP
4 31 (1.14%) ATM
5 21 (0.77%) TCP/IP
6 20 (0.73%) SMS
7 17 (0.62%) Firewall
8 13 (0.48%) SMPP
9 10 (0.37%) SSH
10 8 (0.29%) AMQP
10 8 (0.29%) Kerberos
10 8 (0.29%) OpenVPN
11 6 (0.22%) FTP
11 6 (0.22%) SSL
12 4 (0.15%) HTTPS
12 4 (0.15%) Intranet
12 4 (0.15%) PPP
12 4 (0.15%) SMTP
13 3 (0.11%) PuTTY
13 3 (0.11%) SNMP
Database & Business Intelligence
1 438 (16.07%) NoSQL
2 281 (10.31%) MySQL
3 260 (9.54%) Big Data
4 255 (9.36%) Apache Cassandra
5 207 (7.60%) Relational Database
6 176 (6.46%) SQL Server
7 170 (6.24%) MongoDB
8 129 (4.73%) Hadoop
9 123 (4.51%) PostgreSQL
10 112 (4.11%) Neo4j
11 94 (3.45%) RDBMS
12 85 (3.12%) Redis
13 83 (3.05%) Blockchain
14 64 (2.35%) HBase
15 62 (2.28%) Hazelcast
16 52 (1.91%) Amazon DynamoDB
17 32 (1.17%) Oracle Database
18 26 (0.95%) Data Warehouse
19 24 (0.88%) Apache Hive
20 20 (0.73%) Amazon RDS
Development Applications
1 707 (25.94%) Maven
2 533 (19.56%) Git (software)
3 466 (17.10%) Jenkins
4 426 (15.63%) JUnit
5 248 (9.10%) JIRA
6 223 (8.18%) Cucumber
7 172 (6.31%) Subversion
8 159 (5.83%) Gradle
9 148 (5.43%) Selenium
10 138 (5.06%) Mockito
11 96 (3.52%) TeamCity
12 87 (3.19%) Ant
13 83 (3.05%) Sonatype Nexus
14 71 (2.61%) Atlassian Bamboo
15 63 (2.31%) Eclipse
16 55 (2.02%) Spock
17 54 (1.98%) TestNG
18 52 (1.91%) jMock
19 43 (1.58%) gulp
20 40 (1.47%) Hudson
General
1 978 (35.89%) Finance
2 491 (18.02%) Banking
3 279 (10.24%) Investment Banking
4 262 (9.61%) Games
5 205 (7.52%) Retail Banking
6 196 (7.19%) Retail
7 83 (3.05%) Marketing
8 78 (2.86%) Front Office
9 75 (2.75%) Advertising
10 65 (2.39%) Telecoms
11 53 (1.94%) Back Office
12 39 (1.43%) Publishing
13 29 (1.06%) Online Betting
14 22 (0.81%) Music Industry
15 21 (0.77%) Financial Institution
16 15 (0.55%) Electronics
17 12 (0.44%) Law
18 11 (0.40%) Aerospace
18 11 (0.40%) General Ledger
19 9 (0.33%) Manufacturing
Job Titles
1 1,909 (70.06%) Developer
2 1,724 (63.27%) Java Developer
3 501 (18.39%) Senior Developer
4 468 (17.17%) Senior Java Developer
5 346 (12.70%) Java Engineer
6 320 (11.74%) Software Engineer
7 222 (8.15%) Java Software Engineer
8 164 (6.02%) Agile Developer
8 164 (6.02%) Agile Java Developer
9 153 (5.61%) Full Stack Developer
10 139 (5.10%) Architect
11 138 (5.06%) Java Software Developer
12 117 (4.29%) Lead Developer
13 115 (4.22%) Senior Java Engineer
14 109 (4.00%) Lead Java Developer
15 105 (3.85%) JavaScript Developer
16 103 (3.78%) E-Commerce Developer
16 103 (3.78%) Senior Software Engineer
17 101 (3.71%) Technical Leader
18 93 (3.41%) Software Developer
Libraries, Frameworks & Software Standards
1 977 (35.85%) Hibernate
2 923 (33.87%) REST
3 678 (24.88%) AngularJS
4 630 (23.12%) Web Services
5 611 (22.42%) Spring Boot
6 584 (21.43%) HTML
7 510 (18.72%) J2EE
8 467 (17.14%) RESTful
9 405 (14.86%) CSS
10 323 (11.85%) Node.js
11 310 (11.38%) Java EE
12 304 (11.16%) XML
13 301 (11.05%) Spring MVC
14 279 (10.24%) HTML5
15 259 (9.50%) SOAP
16 253 (9.28%) React
17 231 (8.48%) JMS
18 213 (7.82%) Kafka
19 200 (7.34%) JSON
20 160 (5.87%) JPA
Miscellaneous
1 307 (11.27%) Fintech
2 286 (10.50%) Computer Science
3 187 (6.86%) Analytical Skills
4 173 (6.35%) Greenfield Project
5 154 (5.65%) Enterprise Software
6 95 (3.49%) Algorithms
7 94 (3.45%) iPad
8 91 (3.34%) Mobile App
9 75 (2.75%) Derivative
10 70 (2.57%) User Experience
11 69 (2.53%) Online Games
12 57 (2.09%) Data Structures
13 49 (1.80%) Linux Command Line
14 47 (1.72%) Bitcoin
15 44 (1.61%) Equities
16 39 (1.43%) Fixed Income
16 39 (1.43%) Private Cloud
17 36 (1.32%) Public Cloud
18 34 (1.25%) Equity Derivative
19 31 (1.14%) EFT
Operating Systems
1 351 (12.88%) Linux
2 268 (9.83%) Unix
3 87 (3.19%) Android
4 75 (2.75%) Apple iOS
5 56 (2.06%) Windows
6 30 (1.10%) Solaris
7 15 (0.55%) HPUX
7 15 (0.55%) Ubuntu
8 12 (0.44%) Red Hat Enterprise Linux
8 12 (0.44%) Windows Server
9 4 (0.15%) Mac OS X
10 3 (0.11%) CentOS
11 2 (0.073%) Mac OS
11 2 (0.073%) SUSE Linux Enterprise Server
12 1 (0.037%) Debian
Processes & Methodologies
1 1,845 (67.71%) Agile Software Development
2 1,042 (38.24%) TDD
3 775 (28.44%) Microservices
4 644 (23.63%) Software Engineering
5 621 (22.79%) BDD
6 558 (20.48%) Scrum
7 548 (20.11%) MVC
8 515 (18.90%) Continuous Integration
9 452 (16.59%) DevOps
10 382 (14.02%) E-Commerce
11 355 (13.03%) Multithreading
12 334 (12.26%) SDLC
13 272 (9.98%) Test Automation
14 271 (9.94%) OO
15 260 (9.54%) Open Source
16 243 (8.92%) Unit Testing
17 240 (8.81%) SOA
18 231 (8.48%) Asset Management
19 223 (8.18%) Mentoring
20 209 (7.67%) Wealth Management
Programming Languages
1 2,686 (98.57%) Java
2 922 (33.83%) JavaScript
3 811 (29.76%) SQL
4 296 (10.86%) Scala
5 268 (9.83%) Python
6 235 (8.62%) Groovy
7 155 (5.69%) C#
8 130 (4.77%) PHP
9 114 (4.18%) PL/SQL
10 95 (3.49%) Ruby
11 91 (3.34%) Bash Shell
11 91 (3.34%) Shell Script
12 61 (2.24%) C++
13 56 (2.06%) ES6
14 41 (1.50%) TypeScript
15 36 (1.32%) Clojure
16 32 (1.17%) Go
17 31 (1.14%) Perl
18 28 (1.03%) C
19 27 (0.99%) Kotlin
Qualifications
1 374 (13.72%) Degree
2 190 (6.97%) Computer Science Degree
3 45 (1.65%) Security Cleared
4 31 (1.14%) Numerate Degree
5 20 (0.73%) Master's Degree
6 19 (0.70%) SC Cleared
7 18 (0.66%) Sun Certification
8 13 (0.48%) DV Cleared
9 3 (0.11%) PhD
10 1 (0.037%) AWS Certification
10 1 (0.037%) MySQL Certification
10 1 (0.037%) OCMJD
10 1 (0.037%) OCP
10 1 (0.037%) Oracle Certification
Quality Assurance & Compliance
1 268 (9.83%) QA
2 21 (0.77%) PCI DSS
3 12 (0.44%) GCP
4 7 (0.26%) SLA
5 4 (0.15%) PSD2
6 2 (0.073%) Data Quality
6 2 (0.073%) ISO/IEC 27001
6 2 (0.073%) MiFID
7 1 (0.037%) Dodd-Frank
7 1 (0.037%) EMIR
7 1 (0.037%) GDPR
7 1 (0.037%) PMO
7 1 (0.037%) SEPA
System Software
1 439 (16.11%) Docker
2 31 (1.14%) Active Directory
3 14 (0.51%) HDFS
4 9 (0.33%) Apache ZooKeeper
4 9 (0.33%) GridGain
4 9 (0.33%) Virtual Machines
5 3 (0.11%) VMware Infrastructure
6 2 (0.073%) Apache Flume
7 1 (0.037%) Dovecot
7 1 (0.037%) etcd
7 1 (0.037%) Firmware
7 1 (0.037%) Hyper-V
7 1 (0.037%) vSphere
Systems Management
1 134 (4.92%) Ansible
2 112 (4.11%) Puppet
3 85 (3.12%) Kubernetes
4 55 (2.02%) Opscode Chef
5 27 (0.99%) Terraform
6 14 (0.51%) Docker Swarm
7 12 (0.44%) Kibana
8 11 (0.40%) Nagios
9 9 (0.33%) logstash
10 8 (0.29%) HP Quality Center
11 5 (0.18%) Mesos
12 4 (0.15%) Grafana
12 4 (0.15%) Rancher
13 3 (0.11%) Control-M
13 3 (0.11%) Salt
14 2 (0.073%) Ambari
14 2 (0.073%) BladeLogic
14 2 (0.073%) Graphite
14 2 (0.073%) linkerd
14 2 (0.073%) MOM
Vendors
1 488 (17.91%) Oracle
2 153 (5.61%) Google
3 97 (3.56%) hybris
4 70 (2.57%) SAP
5 55 (2.02%) Microsoft
5 55 (2.02%) TIBCO
6 36 (1.32%) IBM
7 34 (1.25%) WorldPay
8 31 (1.14%) Sybase
9 29 (1.06%) Apigee
10 28 (1.03%) Salesforce.com
11 26 (0.95%) Apple
12 24 (0.88%) Facebook
12 24 (0.88%) Solace
12 24 (0.88%) Splunk
13 21 (0.77%) ATG
14 20 (0.73%) Sun
15 19 (0.70%) MuleSoft
15 19 (0.70%) Tableau
16 17 (0.62%) AppDynamics