Period
to 16 July 2018

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

Pivotal Spring Framework
Scotland > Edinburgh
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 73 70 67
Rank change year-on-year -3 -3 -10
Permanent jobs citing Spring 86 75 77
As % of all permanent IT jobs advertised in Edinburgh 3.19% 3.05% 2.98%
As % of the Libraries, Frameworks & Software Standards category 8.76% 7.97% 9.92%
Number of salaries quoted 48 34 73
Edinburgh median annual salary £55,000 £39,500 £45,000
Median salary % change year-on-year +39.24% -12.22% +8.43%
10th Percentile £35,000 £27,500 £34,500
90th Percentile £75,000 £51,375 £57,250
Scotland median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -

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 Edinburgh with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 982 941 776
As % of all permanent IT jobs advertised in Edinburgh 36.45% 38.31% 30.04%
Number of salaries quoted 628 610 519
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £30,000 £28,750
90th Percentile £65,000 £65,000 £61,900
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Spring
Job Vacancy Trend in Edinburgh

Job postings citing Spring as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Spring in Edinburgh

Spring
Salary Trend in Edinburgh

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

Salary trend for Spring in Edinburgh

Spring
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Spring in Edinburgh over the 6 months to 16 July 2018.

Salary histogram for Spring in Edinburgh

For the 6 months to 16 July 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 Edinburgh region with a requirement for Spring.

1 86 (100.00%) Java
2 50 (58.14%) Hibernate
3 48 (55.81%) Agile Software Development
4 43 (50.00%) JavaScript
5 29 (33.72%) SQL
6 25 (29.07%) HTML
6 25 (29.07%) Java EE
6 25 (29.07%) AngularJS
7 24 (27.91%) SDLC
7 24 (27.91%) TDD
8 23 (26.74%) Drools
9 22 (25.58%) React
10 21 (24.42%) Microservices
11 20 (23.26%) CSS
12 19 (22.09%) JBoss
13 18 (20.93%) Software Engineering
13 18 (20.93%) Spring Boot
13 18 (20.93%) Problem-Solving
14 17 (19.77%) HTML5
14 17 (19.77%) SOA
14 17 (19.77%) MVC
15 16 (18.60%) Finance
16 15 (17.44%) Linux
16 15 (17.44%) Continuous Integration
17 13 (15.12%) Workflow
17 13 (15.12%) CSS3
18 12 (13.95%) Relational Database
18 12 (13.95%) Fintech
18 12 (13.95%) jQuery
19 11 (12.79%) Python

Spring
Co-occurring IT Skills in Edinburgh 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 19 (22.09%) JBoss
2 6 (6.98%) Elasticsearch
3 2 (2.33%) Apache Spark
3 2 (2.33%) Cloud Foundry
3 2 (2.33%) Confluence
3 2 (2.33%) WebSphere
3 2 (2.33%) WebSphere Portal
4 1 (1.16%) Apache Pig
4 1 (1.16%) Apache Solr
Cloud Services
1 3 (3.49%) Amazon AWS
2 1 (1.16%) GitHub
Communications & Networking
1 1 (1.16%) HTTP
1 1 (1.16%) Internet
Database & Business Intelligence
1 12 (13.95%) Relational Database
2 10 (11.63%) NoSQL
2 10 (11.63%) PostgreSQL
3 8 (9.30%) RDBMS
4 5 (5.81%) MongoDB
5 4 (4.65%) DB2
5 4 (4.65%) MySQL
6 3 (3.49%) Big Data
6 3 (3.49%) SQL Server
7 2 (2.33%) Redis
8 1 (1.16%) Amazon DynamoDB
8 1 (1.16%) Apache Cassandra
8 1 (1.16%) Blockchain
8 1 (1.16%) Hadoop
Development Applications
1 10 (11.63%) Maven
2 6 (6.98%) Git (software)
3 5 (5.81%) JUnit
4 3 (3.49%) Cucumber
4 3 (3.49%) Eclipse
4 3 (3.49%) Gradle
4 3 (3.49%) MSTest
4 3 (3.49%) NUnit
4 3 (3.49%) Selenium
5 2 (2.33%) Artifactory
5 2 (2.33%) JIRA
5 2 (2.33%) TeamCity
6 1 (1.16%) Bitbucket
6 1 (1.16%) Jasmine
6 1 (1.16%) Jenkins
6 1 (1.16%) Mockito
6 1 (1.16%) SoapUI
6 1 (1.16%) Subversion
6 1 (1.16%) TestNG
General
1 16 (18.60%) Finance
2 6 (6.98%) Advertising
3 4 (4.65%) Banking
4 2 (2.33%) Retail
Job Titles
1 59 (68.60%) Developer
2 58 (67.44%) Java Developer
3 30 (34.88%) Senior Developer
3 30 (34.88%) Senior Java Developer
4 19 (22.09%) Java Engineer
5 10 (11.63%) Senior Java Engineer
6 9 (10.47%) Lead Developer
6 9 (10.47%) Lead Java Developer
6 9 (10.47%) Software Engineer
7 6 (6.98%) Java Programmer
7 6 (6.98%) Programmer
8 5 (5.81%) Java Software Engineer
8 5 (5.81%) Senior Java Programmer
8 5 (5.81%) Senior Programmer
8 5 (5.81%) Senior Software Engineer
9 4 (4.65%) Full Stack Developer
10 3 (3.49%) AWS Developer
10 3 (3.49%) Backend Developer
10 3 (3.49%) Java Developer - Fintech
10 3 (3.49%) Senior Backend Developer
Libraries, Frameworks & Software Standards
1 50 (58.14%) Hibernate
2 25 (29.07%) AngularJS
2 25 (29.07%) HTML
2 25 (29.07%) Java EE
3 23 (26.74%) Drools
4 22 (25.58%) React
5 20 (23.26%) CSS
6 18 (20.93%) Spring Boot
7 17 (19.77%) HTML5
8 13 (15.12%) CSS3
9 12 (13.95%) jQuery
10 11 (12.79%) REST
10 11 (12.79%) Web Services
11 10 (11.63%) Ext JS
11 10 (11.63%) Spring MVC
12 9 (10.47%) LESS
12 9 (10.47%) Sass
12 9 (10.47%) SOAP
12 9 (10.47%) XML
13 8 (9.30%) XSLT
Miscellaneous
1 12 (13.95%) Fintech
2 6 (6.98%) Smartphone
3 4 (4.65%) Computer Science
4 3 (3.49%) Enterprise Software
4 3 (3.49%) Greenfield Project
5 2 (2.33%) Blog
5 2 (2.33%) Mobile App
5 2 (2.33%) Self-Motivation
6 1 (1.16%) Cloud Native
6 1 (1.16%) Private Cloud
Operating Systems
1 15 (17.44%) Linux
2 5 (5.81%) Android
2 5 (5.81%) Apple iOS
3 2 (2.33%) Windows
Processes & Methodologies
1 48 (55.81%) Agile Software Development
2 24 (27.91%) SDLC
2 24 (27.91%) TDD
3 21 (24.42%) Microservices
4 18 (20.93%) Problem-Solving
4 18 (20.93%) Software Engineering
5 17 (19.77%) MVC
5 17 (19.77%) SOA
6 15 (17.44%) Continuous Integration
7 13 (15.12%) Workflow
8 10 (11.63%) OO
8 10 (11.63%) Scrum
9 9 (10.47%) BEM - Block Element Modifier
9 9 (10.47%) Mentoring
9 9 (10.47%) OOP
10 8 (9.30%) Open Source
11 7 (8.14%) DevOps
12 6 (6.98%) BDD
12 6 (6.98%) Case Management
13 5 (5.81%) Business Process Modelling
Programming Languages
1 86 (100.00%) Java
2 43 (50.00%) JavaScript
3 29 (33.72%) SQL
4 11 (12.79%) Python
5 9 (10.47%) Java 8
6 6 (6.98%) Kotlin
7 3 (3.49%) C#
7 3 (3.49%) Java 9
7 3 (3.49%) PHP
8 1 (1.16%) C++
8 1 (1.16%) PL/SQL
8 1 (1.16%) PowerShell
8 1 (1.16%) TypeScript
8 1 (1.16%) XAML
Qualifications
1 7 (8.14%) Degree
2 6 (6.98%) Security Cleared
3 1 (1.16%) Computer Science Degree
System Software
1 1 (1.16%) Docker
Systems Management
1 1 (1.16%) Ansible
1 1 (1.16%) Kubernetes
Vendors
1 5 (5.81%) Oracle
2 3 (3.49%) Sybase
3 2 (2.33%) IBM
3 2 (2.33%) Twitter
4 1 (1.16%) Panasonic