Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 August 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Central London > City of London
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 80 79 99
Rank change year-on-year -1 +20 -17
Permanent jobs citing Spring 432 375 411
As % of all permanent IT jobs advertised in the City of London 3.96% 3.69% 3.17%
As % of the Libraries, Frameworks & Software Standards category 9.38% 9.43% 7.78%
Number of salaries quoted 394 341 384
City of London median annual salary £65,000 £60,000 £62,500
Median salary % change year-on-year +8.33% -4.00% +4.17%
10th Percentile £41,250 £41,250 £40,900
90th Percentile £93,750 £95,000 £95,000
Central London median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +4.17%

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 the City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,605 3,976 5,286
As % of all permanent IT jobs advertised in the City of London 42.17% 39.08% 40.82%
Number of salaries quoted 4,137 3,560 4,809
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £41,250 £37,500 £37,500
90th Percentile £93,750 £91,250 £85,000
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

Spring
Job Vacancy Trend in the City of London

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

Job vacancy trend for Spring in the City of London

Spring
Salary Trend in the City of London

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

Salary trend for Spring in the City of London

Spring
Salary Histogram in the City of London

The salary distribution of IT jobs citing Spring in the City of London over the 6 months to 16 August 2018.

Salary histogram for Spring in the City of London

For the 6 months to 16 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 City of London region with a requirement for Spring.

1 420 (97.22%) Java
2 251 (58.10%) Agile Software Development
3 209 (48.38%) SQL
4 183 (42.36%) Hibernate
5 169 (39.12%) JavaScript
6 164 (37.96%) TDD
7 157 (36.34%) Java 8
8 143 (33.10%) Finance
9 137 (31.71%) Microservices
10 135 (31.25%) HTML
11 134 (31.02%) CSS
12 133 (30.79%) Spring Boot
13 123 (28.47%) REST
14 100 (23.15%) Maven
15 89 (20.60%) Linux
16 82 (18.98%) Oracle
17 75 (17.36%) Scrum
18 74 (17.13%) Docker
18 74 (17.13%) Git (software)
19 69 (15.97%) Banking
19 69 (15.97%) Java EE
20 68 (15.74%) JUnit
20 68 (15.74%) PHP
21 66 (15.28%) Software Engineering
21 66 (15.28%) Scala
22 65 (15.05%) NoSQL
22 65 (15.05%) Gradle
23 62 (14.35%) BDD
23 62 (14.35%) Amazon AWS
23 62 (14.35%) Web Services

Spring
Co-occurring IT Skills in the City of 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 31 (7.18%) Apache
2 29 (6.71%) Tomcat
3 23 (5.32%) Elasticsearch
4 17 (3.94%) WebLogic
5 13 (3.01%) Apache Spark
5 13 (3.01%) CMS
6 12 (2.78%) WordPress
7 10 (2.31%) JBoss
8 8 (1.85%) WebSphere
9 6 (1.39%) Oracle Coherence
10 5 (1.16%) Hyperledger
10 5 (1.16%) Oracle SOA Suite
11 4 (0.93%) WebSphere Application Server
12 3 (0.69%) GlassFish
12 3 (0.69%) IIS
12 3 (0.69%) Moodle
12 3 (0.69%) WildFly
13 2 (0.46%) Confluence
13 2 (0.46%) JCAPS
13 2 (0.46%) Jetty
Applications
1 1 (0.23%) Microsoft Excel
Business Applications
1 2 (0.46%) Dynamics AX
1 2 (0.46%) Dynamics CRM
1 2 (0.46%) Dynamics NAV
1 2 (0.46%) Magento
1 2 (0.46%) Salesforce.com CRM
Cloud Services
1 62 (14.35%) Amazon AWS
2 27 (6.25%) Cloud Computing
3 21 (4.86%) Google Cloud Platform
4 20 (4.63%) Microsoft Azure
5 6 (1.39%) Loggly
5 6 (1.39%) Sumo Logic
6 5 (1.16%) Amazon EC2
6 5 (1.16%) Amazon S3
6 5 (1.16%) Amazon SQS
6 5 (1.16%) npm
7 3 (0.69%) IBM Cloud
7 3 (0.69%) Oracle CX
7 3 (0.69%) PaaS
7 3 (0.69%) Serverless
8 2 (0.46%) AWS Lambda
8 2 (0.46%) IaaS
8 2 (0.46%) OpenShift
9 1 (0.23%) GitHub
9 1 (0.23%) Office 365
9 1 (0.23%) Rackspace Cloud
Communications & Networking
1 9 (2.08%) Internet
2 6 (1.39%) HTTP
3 3 (0.69%) Intranet
3 3 (0.69%) SMS
4 2 (0.46%) FTP
4 2 (0.46%) TCP/IP
5 1 (0.23%) Asterisk PBX
5 1 (0.23%) SSH
Database & Business Intelligence
1 65 (15.05%) NoSQL
2 51 (11.81%) SQL Server
3 46 (10.65%) Relational Database
4 36 (8.33%) MySQL
5 33 (7.64%) MongoDB
6 26 (6.02%) Big Data
6 26 (6.02%) PostgreSQL
7 19 (4.40%) Redis
8 16 (3.70%) Blockchain
9 12 (2.78%) Hadoop
10 10 (2.31%) Apache Cassandra
11 8 (1.85%) Oracle Database
11 8 (1.85%) RDBMS
12 7 (1.62%) Amazon DynamoDB
13 6 (1.39%) DB2
14 5 (1.16%) Amazon RDS
14 5 (1.16%) Text Mining
15 3 (0.69%) SQL Server Reporting Services
15 3 (0.69%) SQLite
16 2 (0.46%) CouchDB
Development Applications
1 100 (23.15%) Maven
2 74 (17.13%) Git (software)
3 68 (15.74%) JUnit
4 65 (15.05%) Gradle
5 51 (11.81%) Jenkins
6 30 (6.94%) JIRA
7 21 (4.86%) Selenium
8 20 (4.63%) Subversion
9 19 (4.40%) TestNG
10 17 (3.94%) Ant
10 17 (3.94%) Mockito
11 13 (3.01%) Bitbucket
11 13 (3.01%) Log4j
12 11 (2.55%) Cucumber
12 11 (2.55%) Eclipse
13 8 (1.85%) Protractor
14 7 (1.62%) TeamCity
15 6 (1.39%) Visual Studio
16 5 (1.16%) CF BOSH
16 5 (1.16%) IntelliJ
General
1 143 (33.10%) Finance
2 69 (15.97%) Banking
3 50 (11.57%) Advertising
4 35 (8.10%) Investment Banking
5 34 (7.87%) Games
6 22 (5.09%) Front Office
7 13 (3.01%) Financial Institution
8 8 (1.85%) Pharmaceutical
8 8 (1.85%) Retail
9 7 (1.62%) Back Office
9 7 (1.62%) Telecoms
10 5 (1.16%) Publishing
11 4 (0.93%) Billing
12 3 (0.69%) Retail Banking
13 2 (0.46%) Automotive
13 2 (0.46%) Law
13 2 (0.46%) Marketing
14 1 (0.23%) Legal
Job Titles
1 354 (81.94%) Developer
2 308 (71.30%) Java Developer
3 91 (21.06%) Senior Developer
4 82 (18.98%) Senior Java Developer
5 42 (9.72%) Java Engineer
6 37 (8.56%) Lead Developer
7 32 (7.41%) Lead Java Developer
8 30 (6.94%) Full Stack Developer
9 25 (5.79%) Software Engineer
10 19 (4.40%) Games Developer
11 18 (4.17%) Java Games Developer
12 14 (3.24%) Blockchain Developer
13 13 (3.01%) Java Software Engineer
13 13 (3.01%) Senior Software Engineer
14 12 (2.78%) Java Software Developer
14 12 (2.78%) Software Developer
15 11 (2.55%) Analyst
15 11 (2.55%) Applications Support
15 11 (2.55%) Consultant
15 11 (2.55%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 183 (42.36%) Hibernate
2 135 (31.25%) HTML
3 134 (31.02%) CSS
4 133 (30.79%) Spring Boot
5 123 (28.47%) REST
6 69 (15.97%) Java EE
7 62 (14.35%) Web Services
8 61 (14.12%) AngularJS
9 53 (12.27%) Node.js
10 49 (11.34%) Struts
11 48 (11.11%) JDBC
12 45 (10.42%) HTML5
13 42 (9.72%) JPA
14 41 (9.49%) jQuery
15 40 (9.26%) J2EE
15 40 (9.26%) RabbitMQ
16 39 (9.03%) Kafka
17 34 (7.87%) CSS3
17 34 (7.87%) RESTful
17 34 (7.87%) Spring Cloud
Miscellaneous
1 47 (10.88%) Fintech
2 37 (8.56%) Computer Science
3 35 (8.10%) Greenfield Project
4 23 (5.32%) Data Structures
5 20 (4.63%) Derivative
6 18 (4.17%) Algorithms
6 18 (4.17%) User Experience
7 15 (3.47%) Mobile App
8 13 (3.01%) Self-Motivation
9 12 (2.78%) Fixed Income
10 11 (2.55%) Market Risk
11 10 (2.31%) Enterprise Software
12 9 (2.08%) Analytical Skills
12 9 (2.08%) Foreign Exchange (FX)
13 8 (1.85%) Online Gambling
14 7 (1.62%) Hedge funds
14 7 (1.62%) Life Science
14 7 (1.62%) Online Games
15 4 (0.93%) N-Tier
16 3 (0.69%) NHS
Operating Systems
1 89 (20.60%) Linux
2 24 (5.56%) Unix
3 16 (3.70%) Android
4 12 (2.78%) openSUSE
4 12 (2.78%) Ubuntu
5 5 (1.16%) Windows
6 3 (0.69%) Apple iOS
6 3 (0.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 251 (58.10%) Agile Software Development
2 164 (37.96%) TDD
3 137 (31.71%) Microservices
4 75 (17.36%) Scrum
5 66 (15.28%) Software Engineering
6 62 (14.35%) BDD
7 60 (13.89%) MVC
8 58 (13.43%) DevOps
9 55 (12.73%) Web Development
10 52 (12.04%) Continuous Integration
11 46 (10.65%) OO
12 45 (10.42%) SOA
13 35 (8.10%) Problem-Solving
14 31 (7.18%) Continuous Improvement
14 31 (7.18%) Mentoring
15 30 (6.94%) Kanban
15 30 (6.94%) Software Architecture
16 29 (6.71%) Multithreading
17 28 (6.48%) Refactoring
18 27 (6.25%) Pair Programming
Programming Languages
1 420 (97.22%) Java
2 209 (48.38%) SQL
3 169 (39.12%) JavaScript
4 157 (36.34%) Java 8
5 68 (15.74%) PHP
6 66 (15.28%) Scala
7 51 (11.81%) Python
8 25 (5.79%) C++
9 23 (5.32%) TypeScript
10 19 (4.40%) C#
11 18 (4.17%) Groovy
12 17 (3.94%) Bash Shell
12 17 (3.94%) Go
13 16 (3.70%) PL/SQL
14 12 (2.78%) Kotlin
14 12 (2.78%) Perl
14 12 (2.78%) Ruby
14 12 (2.78%) Shell Script
15 8 (1.85%) Korn
16 5 (1.16%) ES6
Qualifications
1 50 (11.57%) Degree
2 12 (2.78%) Computer Science Degree
3 5 (1.16%) Master's Degree
4 1 (0.23%) DBS Check
4 1 (0.23%) Numerate Degree
4 1 (0.23%) PhD
Quality Assurance & Compliance
1 25 (5.79%) QA
2 10 (2.31%) GCP
3 3 (0.69%) ISO 9001
4 2 (0.46%) Data Quality
4 2 (0.46%) MiFID
System Software
1 74 (17.13%) Docker
2 2 (0.46%) HDFS
2 2 (0.46%) LXC
3 1 (0.23%) GridGain
3 1 (0.23%) Virtual Machines
Systems Management
1 29 (6.71%) Opscode Chef
2 25 (5.79%) Puppet
3 24 (5.56%) Kubernetes
4 20 (4.63%) Ansible
5 12 (2.78%) Salt
6 10 (2.31%) Rancher
6 10 (2.31%) Terraform
7 8 (1.85%) logstash
8 7 (1.62%) Docker Swarm
8 7 (1.62%) Graphite
9 6 (1.39%) Nagios
9 6 (1.39%) Prometheus
9 6 (1.39%) ZABBIX
10 4 (0.93%) Cobbler
10 4 (0.93%) Tivoli
11 2 (0.46%) Control-M
11 2 (0.46%) Mesos
12 1 (0.23%) Apache Shiro
12 1 (0.23%) Kibana
12 1 (0.23%) rkt
Vendors
1 82 (18.98%) Oracle
2 17 (3.94%) Google
3 15 (3.47%) Microsoft
4 12 (2.78%) Capita
4 12 (2.78%) hybris
5 9 (2.08%) Splunk
6 8 (1.85%) New Relic
7 7 (1.62%) IBM
7 7 (1.62%) Rackspace
8 4 (0.93%) Sybase
8 4 (0.93%) Telerik
8 4 (0.93%) TIBCO
9 3 (0.69%) AppDynamics
9 3 (0.69%) Atlassian
9 3 (0.69%) Salesforce.com
10 2 (0.46%) Bloomberg
10 2 (0.46%) Charles River
10 2 (0.46%) Murex
10 2 (0.46%) SAP
10 2 (0.46%) Solace