Period
to 23 October 2020

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 23 October 2020 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Central London > City of London
6 months to
23 Oct 2020
Same period 2019 Same period 2018
Rank 89 73 74
Rank change year-on-year -16 +1 +14
Permanent jobs citing Spring 108 400 444
As % of all permanent jobs advertised in the City of London 2.97% 4.01% 3.99%
As % of the Libraries, Frameworks & Software Standards category 6.81% 10.38% 9.30%
Number of salaries quoted 96 413 420
Median annual salary £70,000 £70,000 £70,000
10th Percentile £53,750 £46,250 £41,250
90th Percentile £105,625 £93,500 £92,500
Central London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +8.00%

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 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 1,586 3,855 4,775
As % of all permanent IT jobs advertised in the City of London 43.67% 38.62% 42.91%
Number of salaries quoted 1,413 3,450 4,373
Median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% +4.00%
10th Percentile £47,500 £45,000 £42,500
90th Percentile £103,750 £95,000 £93,750
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +8.33%

Spring
Job Vacancy Trend in the City of London

Job postings citing Spring as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Spring in the City of London over the 6 months to 23 October 2020.

Salary histogram for Spring in the City of London

For the 6 months to 23 October 2020, 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 98 (90.74%) Java
2 68 (62.96%) Agile Software Development
3 45 (41.67%) TDD
3 45 (41.67%) Microservices
4 43 (39.81%) Spring Boot
5 34 (31.48%) Software Engineering
5 34 (31.48%) JavaScript
5 34 (31.48%) Java 8
6 32 (29.63%) AngularJS
7 31 (28.70%) Finance
8 29 (26.85%) AWS
9 25 (23.15%) React
10 24 (22.22%) NoSQL
10 24 (22.22%) Continuous Integration
10 24 (22.22%) Banking
11 23 (21.30%) SQL
11 23 (21.30%) BDD
12 21 (19.44%) Node.js
12 21 (19.44%) Python
12 21 (19.44%) Kubernetes
13 20 (18.52%) Analytics
13 20 (18.52%) Git (software)
14 19 (17.59%) Docker
15 18 (16.67%) DevOps
15 18 (16.67%) Mentoring
16 17 (15.74%) Kafka
16 17 (15.74%) REST
16 17 (15.74%) Hibernate
17 16 (14.81%) Oracle
17 16 (14.81%) Test Automation

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 13 (12.04%) Apache
2 12 (11.11%) Apache Spark
3 7 (6.48%) Confluence
4 6 (5.56%) CMS
4 6 (5.56%) SAS
5 5 (4.63%) Tomcat
6 4 (3.70%) Adobe Experience Manager
7 3 (2.78%) Red Hat Fuse
8 1 (0.93%) Elasticsearch
8 1 (0.93%) IBM HTTP Server
8 1 (0.93%) Liferay
8 1 (0.93%) WebSphere
Applications
1 2 (1.85%) AutoCAD
Business Applications
1 3 (2.78%) Temenos T24
2 1 (0.93%) Distributed Ledger
2 1 (0.93%) Maximo
Cloud Services
1 29 (26.85%) AWS
2 13 (12.04%) Azure
3 6 (5.56%) Power Platform
3 6 (5.56%) SaaS
4 5 (4.63%) Cloud Computing
5 2 (1.85%) PaaS
6 1 (0.93%) Amazon EC2
6 1 (0.93%) Amazon EMR
6 1 (0.93%) Amazon S3
6 1 (0.93%) GCP
6 1 (0.93%) IaaS
6 1 (0.93%) iPaaS
6 1 (0.93%) Salesforce Sales Cloud
6 1 (0.93%) Slack
Communications & Networking
1 2 (1.85%) HTTP
2 1 (0.93%) Firewall
2 1 (0.93%) HTTPS
2 1 (0.93%) Kerberos
2 1 (0.93%) Network Security
2 1 (0.93%) SSL
Database & Business Intelligence
1 24 (22.22%) NoSQL
2 13 (12.04%) Hadoop
3 12 (11.11%) Big Data
4 8 (7.41%) Apache Hive
4 8 (7.41%) SQL Server
5 7 (6.48%) Oracle Database
6 6 (5.56%) BusinessObjects
6 6 (5.56%) Impala
6 6 (5.56%) Pentaho
6 6 (5.56%) Power BI
7 5 (4.63%) MongoDB
7 5 (4.63%) Relational Database
8 4 (3.70%) Apache Cassandra
9 3 (2.78%) Amazon DynamoDB
9 3 (2.78%) MySQL
9 3 (2.78%) Redis
10 2 (1.85%) HBase
10 2 (1.85%) PostgreSQL
11 1 (0.93%) QlikView
11 1 (0.93%) Tableau
Development Applications
1 20 (18.52%) Git (software)
2 15 (13.89%) Jenkins
3 11 (10.19%) JUnit
4 8 (7.41%) JIRA
5 5 (4.63%) Atlassian Bamboo
5 5 (4.63%) Bitbucket
5 5 (4.63%) Maven
5 5 (4.63%) Mockito
6 3 (2.78%) Selenium
6 3 (2.78%) Xcode
7 2 (1.85%) Cucumber
7 2 (1.85%) Gradle
7 2 (1.85%) TeamCity
8 1 (0.93%) CircleCI
8 1 (0.93%) SonarQube
8 1 (0.93%) Travis CI
General
1 31 (28.70%) Finance
2 24 (22.22%) Banking
3 9 (8.33%) Front Office
4 7 (6.48%) Investment Banking
5 6 (5.56%) Advertising
5 6 (5.56%) Marketing
6 4 (3.70%) Private Banking
7 2 (1.85%) Financial Institution
7 2 (1.85%) Publishing
7 2 (1.85%) Retail
7 2 (1.85%) Retail Banking
8 1 (0.93%) Games
8 1 (0.93%) Law
8 1 (0.93%) Mandarin Language
8 1 (0.93%) Public Sector
Job Titles
1 62 (57.41%) Developer
2 43 (39.81%) Java Developer
3 20 (18.52%) Senior Developer
4 11 (10.19%) Full Stack Developer
5 10 (9.26%) Senior Java Developer
6 9 (8.33%) Java Engineer
7 7 (6.48%) Data Engineer
7 7 (6.48%) Software Engineer
8 5 (4.63%) Architect
8 5 (4.63%) Java Software Engineer
8 5 (4.63%) SC Cleared Java Developer
9 4 (3.70%) Lead Software Engineer
9 4 (3.70%) Senior Full Stack Developer
10 3 (2.78%) Backend Developer
10 3 (2.78%) iOS Developer
10 3 (2.78%) Senior Backend Developer
10 3 (2.78%) Senior Tester
10 3 (2.78%) Tester
11 2 (1.85%) Front Office Developer
11 2 (1.85%) Lead Developer
Libraries, Frameworks & Software Standards
1 43 (39.81%) Spring Boot
2 32 (29.63%) AngularJS
3 25 (23.15%) React
4 21 (19.44%) Node.js
5 17 (15.74%) Hibernate
5 17 (15.74%) Kafka
5 17 (15.74%) REST
6 15 (13.89%) RESTful
7 14 (12.96%) HTML
7 14 (12.96%) JMS
7 14 (12.96%) Web Services
8 12 (11.11%) Apache Camel
9 10 (9.26%) CSS
10 7 (6.48%) Servlets
10 7 (6.48%) Spring Integration
11 6 (5.56%) Ajax
11 6 (5.56%) J2EE
11 6 (5.56%) OSGi
11 6 (5.56%) SOAP
11 6 (5.56%) XML
Miscellaneous
1 12 (11.11%) Analytical Skills
2 10 (9.26%) User Experience
3 8 (7.41%) Enterprise Software
3 8 (7.41%) Foreign Exchange (FX)
4 6 (5.56%) Clustering
4 6 (5.56%) Market Risk
5 4 (3.70%) Algorithms
6 3 (2.78%) Data Centre
6 3 (2.78%) Derivative
6 3 (2.78%) Greenfield Project
6 3 (2.78%) Self-Motivation
6 3 (2.78%) SWIFT
7 2 (1.85%) Fixed Income
7 2 (1.85%) Interest Rate Derivative
7 2 (1.85%) Management Information System
8 1 (0.93%) Cloud Native
8 1 (0.93%) Media Streaming
8 1 (0.93%) Reference Data
8 1 (0.93%) Social Media
8 1 (0.93%) Video\Live Streaming
Operating Systems
1 13 (12.04%) Unix
2 10 (9.26%) Linux
3 5 (4.63%) Apple iOS
4 4 (3.70%) Red Hat Enterprise Linux
5 3 (2.78%) Android
6 2 (1.85%) Windows
Processes & Methodologies
1 68 (62.96%) Agile Software Development
2 45 (41.67%) Microservices
2 45 (41.67%) TDD
3 34 (31.48%) Software Engineering
4 24 (22.22%) Continuous Integration
5 23 (21.30%) BDD
6 20 (18.52%) Analytics
7 18 (16.67%) DevOps
7 18 (16.67%) Mentoring
8 16 (14.81%) Fintech
8 16 (14.81%) Test Automation
9 13 (12.04%) Continuous Delivery
9 13 (12.04%) Multithreading
9 13 (12.04%) OO
9 13 (12.04%) Scrum
10 10 (9.26%) Open Source
10 10 (9.26%) Pair Programming
10 10 (9.26%) Performance Tuning
11 9 (8.33%) MVC
11 9 (8.33%) Web Development
Programming Languages
1 98 (90.74%) Java
2 34 (31.48%) Java 8
2 34 (31.48%) JavaScript
3 23 (21.30%) SQL
4 21 (19.44%) Python
5 11 (10.19%) Shell Script
6 10 (9.26%) Scala
7 9 (8.33%) Kotlin
8 8 (7.41%) C#
8 8 (7.41%) PL/SQL
9 7 (6.48%) R
10 6 (5.56%) HiveQL
10 6 (5.56%) Ruby
11 5 (4.63%) TypeScript
12 3 (2.78%) Apple Swift
12 3 (2.78%) Objective-C
13 2 (1.85%) Bash Shell
14 1 (0.93%) C++
14 1 (0.93%) Perl
14 1 (0.93%) PowerShell
Qualifications
1 8 (7.41%) Security Cleared
2 6 (5.56%) Degree
2 6 (5.56%) SC Cleared
3 4 (3.70%) Computer Science Degree
4 2 (1.85%) DV Cleared
4 2 (1.85%) Master's Degree
4 2 (1.85%) PhD
Quality Assurance & Compliance
1 7 (6.48%) QA
2 2 (1.85%) ISO 9001
2 2 (1.85%) MiFID
System Software
1 19 (17.59%) Docker
2 7 (6.48%) HDFS
3 1 (0.93%) Apache ZooKeeper
Systems Management
1 21 (19.44%) Kubernetes
2 3 (2.78%) Ansible
3 1 (0.93%) Ambari
3 1 (0.93%) Control-M
3 1 (0.93%) Hadoop YARN
3 1 (0.93%) ITRS Geneos
3 1 (0.93%) Nagios
3 1 (0.93%) Oozie
3 1 (0.93%) Single Sign-On
3 1 (0.93%) Terraform
Vendors
1 16 (14.81%) Oracle
2 7 (6.48%) Cloudera
3 6 (5.56%) Informatica
3 6 (5.56%) Talend
4 4 (3.70%) Adobe
4 4 (3.70%) Google
5 3 (2.78%) Solace
5 3 (2.78%) Temenos
6 1 (0.93%) AppDynamics
6 1 (0.93%) Atlassian
6 1 (0.93%) Automation Anywhere
6 1 (0.93%) Blue Prism
6 1 (0.93%) BMC
6 1 (0.93%) Dynatrace
6 1 (0.93%) Foundry
6 1 (0.93%) Hortonworks
6 1 (0.93%) IBM
6 1 (0.93%) Salesforce.com
6 1 (0.93%) Sybase
6 1 (0.93%) UiPath