Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Edinburgh
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 74 56 57
Rank change year-on-year -18 +1 +9
Permanent jobs citing Spring 74 88 101
As % of all permanent IT jobs advertised in Edinburgh 2.80% 3.97% 3.82%
As % of the Libraries, Frameworks & Software Standards category 7.96% 9.54% 12.18%
Number of salaries quoted 57 49 95
Edinburgh median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -6.25%
10th Percentile £35,000 £31,500 £36,750
90th Percentile £68,300 £66,000 £54,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -1.91%

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 930 922 829
As % of all permanent IT jobs advertised in Edinburgh 35.21% 41.59% 31.37%
Number of salaries quoted 635 604 588
Edinburgh median annual salary £42,500 £42,500 £44,000
Median salary % change year-on-year - -3.41% +10.00%
10th Percentile £28,000 £30,000 £30,000
90th Percentile £65,000 £64,625 £61,250
Scotland median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 21 April 2018.

Salary histogram for Spring in Edinburgh

For the 6 months to 21 April 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 74 (100.00%) Java
2 44 (59.46%) Hibernate
3 38 (51.35%) JavaScript
4 33 (44.59%) Agile Software Development
5 30 (40.54%) Software Engineering
6 24 (32.43%) TDD
7 22 (29.73%) JBoss
7 22 (29.73%) SDLC
8 21 (28.38%) AngularJS
8 21 (28.38%) SOA
8 21 (28.38%) Continuous Integration
9 20 (27.03%) Maven
9 20 (27.03%) OO
9 20 (27.03%) HTML
10 19 (25.68%) Degree
11 18 (24.32%) Drools
11 18 (24.32%) Workflow
12 17 (22.97%) Java EE
13 16 (21.62%) Finance
14 15 (20.27%) Advertising
14 15 (20.27%) XML
14 15 (20.27%) XSLT
14 15 (20.27%) Git (software)
14 15 (20.27%) HTML5
14 15 (20.27%) Microservices
15 14 (18.92%) Mentoring
15 14 (18.92%) React
15 14 (18.92%) Problem-Solving
16 13 (17.57%) SQL
17 12 (16.22%) MVC

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 22 (29.73%) JBoss
2 3 (4.05%) Tomcat
3 2 (2.70%) Cloud Foundry
3 2 (2.70%) Confluence
Business Applications
1 2 (2.70%) Magento
Cloud Services
1 6 (8.11%) Amazon AWS
2 4 (5.41%) SaaS
3 3 (4.05%) GitHub
4 2 (2.70%) Amazon EC2
4 2 (2.70%) IaaS
Communications & Networking
1 4 (5.41%) SSH
1 4 (5.41%) SSL
2 1 (1.35%) Internet
Database & Business Intelligence
1 8 (10.81%) NoSQL
2 5 (6.76%) MongoDB
2 5 (6.76%) PostgreSQL
2 5 (6.76%) SQL Server
3 4 (5.41%) Big Data
4 3 (4.05%) MySQL
4 3 (4.05%) Relational Database
5 2 (2.70%) RDBMS
6 1 (1.35%) Amazon DynamoDB
6 1 (1.35%) Apache Cassandra
Development Applications
1 20 (27.03%) Maven
2 15 (20.27%) Git (software)
3 7 (9.46%) Subversion
4 6 (8.11%) Eclipse
4 6 (8.11%) MSTest
4 6 (8.11%) NUnit
5 4 (5.41%) Ant
6 3 (4.05%) JIRA
6 3 (4.05%) TeamCity
7 2 (2.70%) Artifactory
7 2 (2.70%) Cucumber
7 2 (2.70%) Gradle
8 1 (1.35%) Bitbucket
8 1 (1.35%) GitLab
8 1 (1.35%) Jenkins
8 1 (1.35%) Mocha
General
1 16 (21.62%) Finance
2 15 (20.27%) Advertising
3 9 (12.16%) Banking
4 1 (1.35%) Electronics
4 1 (1.35%) Manufacturing
4 1 (1.35%) Marketing
4 1 (1.35%) Telecoms
Job Titles
1 60 (81.08%) Developer
2 51 (68.92%) Java Developer
3 28 (37.84%) Senior Developer
4 24 (32.43%) Senior Java Developer
5 13 (17.57%) Lead Developer
5 13 (17.57%) Lead Java Developer
6 10 (13.51%) Java Engineer
7 9 (12.16%) Software Engineer
8 7 (9.46%) Java Team Leader
8 7 (9.46%) Software Developer
8 7 (9.46%) Team Leader
9 6 (8.11%) Java Software Engineer
10 4 (5.41%) Java Software Developer
10 4 (5.41%) JavaScript Engineer
11 3 (4.05%) Applications Developer
11 3 (4.05%) Senior Software Developer
11 3 (4.05%) Senior Software Engineer
12 2 (2.70%) Development Team Leader
12 2 (2.70%) Web Applications Developer
12 2 (2.70%) Web Developer
Libraries, Frameworks & Software Standards
1 44 (59.46%) Hibernate
2 21 (28.38%) AngularJS
3 20 (27.03%) HTML
4 18 (24.32%) Drools
5 17 (22.97%) Java EE
6 15 (20.27%) HTML5
6 15 (20.27%) XML
6 15 (20.27%) XSLT
7 14 (18.92%) React
8 11 (14.86%) CSS
8 11 (14.86%) Node.js
9 9 (12.16%) REST
9 9 (12.16%) Spring Boot
9 9 (12.16%) Web Services
10 8 (10.81%) jBPM
11 7 (9.46%) CSS3
11 7 (9.46%) RESTful
12 4 (5.41%) JSP
13 3 (4.05%) .NET
13 3 (4.05%) Apache MINA
Miscellaneous
1 9 (12.16%) Fintech
2 7 (9.46%) Computer Science
2 7 (9.46%) Enterprise Software
3 5 (6.76%) Self-Motivation
4 4 (5.41%) Social Media
5 2 (2.70%) Digital Signage
5 2 (2.70%) Mobile App
6 1 (1.35%) Cloud Native
6 1 (1.35%) Private Cloud
Operating Systems
1 10 (13.51%) Android
2 9 (12.16%) Windows
3 8 (10.81%) Apple iOS
4 5 (6.76%) Unix
5 2 (2.70%) Linux
6 1 (1.35%) Mac OS
Processes & Methodologies
1 33 (44.59%) Agile Software Development
2 30 (40.54%) Software Engineering
3 24 (32.43%) TDD
4 22 (29.73%) SDLC
5 21 (28.38%) Continuous Integration
5 21 (28.38%) SOA
6 20 (27.03%) OO
7 18 (24.32%) Workflow
8 15 (20.27%) Microservices
9 14 (18.92%) Mentoring
9 14 (18.92%) Problem-Solving
10 12 (16.22%) MVC
11 10 (13.51%) Unit Testing
11 10 (13.51%) Web Development
12 9 (12.16%) Open Source
13 8 (10.81%) BPMN
13 8 (10.81%) Business Process Modelling
13 8 (10.81%) DevOps
13 8 (10.81%) OOP
14 6 (8.11%) Application Performance Monitoring
Programming Languages
1 74 (100.00%) Java
2 38 (51.35%) JavaScript
3 13 (17.57%) SQL
4 9 (12.16%) Java 8
4 9 (12.16%) PHP
5 2 (2.70%) C#
5 2 (2.70%) Python
6 1 (1.35%) C++
6 1 (1.35%) ES6
6 1 (1.35%) Go
6 1 (1.35%) Java 9
6 1 (1.35%) PowerShell
6 1 (1.35%) R
6 1 (1.35%) XAML
Qualifications
1 19 (25.68%) Degree
2 3 (4.05%) Security Cleared
3 1 (1.35%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.35%) QA
System Software
1 3 (4.05%) Docker
Systems Management
1 2 (2.70%) Kubernetes
2 1 (1.35%) Rancher
Vendors
1 1 (1.35%) Oracle
1 1 (1.35%) Panasonic
1 1 (1.35%) SAP