Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
Scotland > Edinburgh
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 74 57 62
Rank change year-on-year -17 +5 +34
Permanent jobs citing Spring 81 88 108
As % of all permanent IT jobs advertised in Edinburgh 2.99% 3.79% 3.53%
As % of the Libraries, Frameworks & Software Standards category 8.17% 11.56% 11.16%
Number of salaries quoted 39 70 105
Edinburgh median annual salary £42,500 £48,750 £45,000
Median salary % change year-on-year -12.82% +8.33% -
10th Percentile £34,500 £34,500 £32,500
90th Percentile £58,400 £62,625 £55,000
Scotland median annual salary £48,000 £46,000 £45,000
% change year-on-year +4.35% +2.22% +5.88%

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 991 761 968
As % of all permanent IT jobs advertised in Edinburgh 36.64% 32.82% 31.62%
Number of salaries quoted 634 535 641
Edinburgh median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £28,000 £27,500 £26,250
90th Percentile £65,000 £59,750 £57,500
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 17 November 2017.

Salary histogram for Spring in Edinburgh

For the 6 months to 17 November 2017, 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 Edinburgh region with a requirement for Spring.

1 81 (100.00%) Java
2 42 (51.85%) Web Services
3 40 (49.38%) Hibernate
3 40 (49.38%) Software Engineering
4 38 (46.91%) Maven
5 37 (45.68%) RESTful
5 37 (45.68%) JavaScript
6 36 (44.44%) Git (software)
6 36 (44.44%) Agile Software Development
7 29 (35.80%) AngularJS
8 28 (34.57%) Mentoring
8 28 (34.57%) HTML
9 25 (30.86%) Unix
10 24 (29.63%) TDD
11 23 (28.40%) JBoss
12 22 (27.16%) SOAP
12 22 (27.16%) SQL
13 21 (25.93%) Windows
13 21 (25.93%) CSS
13 21 (25.93%) Finance
14 20 (24.69%) MVC
15 19 (23.46%) Continuous Integration
15 19 (23.46%) Java EE
16 17 (20.99%) Subversion
16 17 (20.99%) JSP
16 17 (20.99%) Apple iOS
17 16 (19.75%) HTML5
17 16 (19.75%) MongoDB
17 16 (19.75%) JDBC
17 16 (19.75%) SSL

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 23 (28.40%) JBoss
2 11 (13.58%) Tomcat
3 4 (4.94%) Apache
4 3 (3.70%) CMS
4 3 (3.70%) Oracle SOA Suite
5 2 (2.47%) Tornado
5 2 (2.47%) WildFly
Cloud Services
1 7 (8.64%) SaaS
2 5 (6.17%) Amazon AWS
3 4 (4.94%) Amazon EC2
3 4 (4.94%) IaaS
4 3 (3.70%) npm
5 2 (2.47%) GitHub
Communications & Networking
1 16 (19.75%) SSH
1 16 (19.75%) SSL
2 1 (1.23%) SMS
Database & Business Intelligence
1 16 (19.75%) MongoDB
2 10 (12.35%) SQL Server
3 9 (11.11%) PostgreSQL
3 9 (11.11%) Relational Database
4 7 (8.64%) RDBMS
5 6 (7.41%) MySQL
6 5 (6.17%) NoSQL
7 4 (4.94%) Big Data
8 3 (3.70%) Oracle Database
Development Applications
1 38 (46.91%) Maven
2 36 (44.44%) Git (software)
3 17 (20.99%) Subversion
4 13 (16.05%) Ant
4 13 (16.05%) GitLab
5 9 (11.11%) Cucumber
5 9 (11.11%) Jenkins
6 5 (6.17%) JUnit
7 3 (3.70%) Artifactory
7 3 (3.70%) Log4j
7 3 (3.70%) Selenium
7 3 (3.70%) SoapUI
7 3 (3.70%) TeamCity
8 2 (2.47%) Eclipse
8 2 (2.47%) Gradle
8 2 (2.47%) HttpUnit
8 2 (2.47%) JMeter
9 1 (1.23%) Mocha
General
1 21 (25.93%) Finance
2 8 (9.88%) Retail Banking
3 6 (7.41%) Banking
4 5 (6.17%) Advertising
5 3 (3.70%) Retail
6 2 (2.47%) Electronics
6 2 (2.47%) Games
6 2 (2.47%) Manufacturing
6 2 (2.47%) Marketing
6 2 (2.47%) Telecoms
7 1 (1.23%) Local Government
Job Titles
1 52 (64.20%) Developer
2 44 (54.32%) Java Developer
3 20 (24.69%) Senior Developer
4 16 (19.75%) Senior Java Developer
5 15 (18.52%) Lead Developer
5 15 (18.52%) Lead Java Developer
6 14 (17.28%) Java Engineer
6 14 (17.28%) Software Engineer
7 12 (14.81%) Java Software Engineer
8 11 (13.58%) Java Team Leader
8 11 (13.58%) Team Leader
9 7 (8.64%) JavaScript Engineer
10 6 (7.41%) Software Developer
11 5 (6.17%) JavaScript Developer
12 4 (4.94%) Consultant
12 4 (4.94%) Java Software Developer
12 4 (4.94%) Senior Consultant
13 3 (3.70%) Applications Developer
13 3 (3.70%) Senior DevOps
13 3 (3.70%) Senior DevOps Consultant
Libraries, Frameworks & Software Standards
1 42 (51.85%) Web Services
2 40 (49.38%) Hibernate
3 37 (45.68%) RESTful
4 29 (35.80%) AngularJS
5 28 (34.57%) HTML
6 22 (27.16%) SOAP
7 21 (25.93%) CSS
8 19 (23.46%) Java EE
9 17 (20.99%) JSP
10 16 (19.75%) HTML5
10 16 (19.75%) JDBC
11 15 (18.52%) JSON
12 14 (17.28%) Spring Security
13 13 (16.05%) Spring MVC
14 12 (14.81%) CSS3
15 10 (12.35%) React
16 8 (9.88%) J2EE
16 8 (9.88%) REST
17 7 (8.64%) JAX-RS
17 7 (8.64%) Node.js
Miscellaneous
1 11 (13.58%) Mobile App
2 7 (8.64%) Social Media
3 4 (4.94%) Fintech
4 1 (1.23%) Computer Science
4 1 (1.23%) Enterprise Software
4 1 (1.23%) Greenfield Project
Operating Systems
1 25 (30.86%) Unix
2 21 (25.93%) Windows
3 17 (20.99%) Apple iOS
4 14 (17.28%) Android
5 9 (11.11%) Mac OS
6 8 (9.88%) Linux
7 2 (2.47%) Solaris
Processes & Methodologies
1 40 (49.38%) Software Engineering
2 36 (44.44%) Agile Software Development
3 28 (34.57%) Mentoring
4 24 (29.63%) TDD
5 20 (24.69%) MVC
6 19 (23.46%) Continuous Integration
7 15 (18.52%) Open Source
8 14 (17.28%) Infrastructure Management
9 12 (14.81%) Test Automation
10 11 (13.58%) OO
11 10 (12.35%) DevOps
11 10 (12.35%) Microservices
12 9 (11.11%) Coaching
12 9 (11.11%) Mobile Application Development
13 8 (9.88%) Pair Programming
13 8 (9.88%) SDLC
14 7 (8.64%) Scrum
15 6 (7.41%) Software Architecture
15 6 (7.41%) Web Development
16 5 (6.17%) Web Application Development
Programming Languages
1 81 (100.00%) Java
2 37 (45.68%) JavaScript
3 22 (27.16%) SQL
4 6 (7.41%) PHP
5 4 (4.94%) C++
6 3 (3.70%) Bash Shell
6 3 (3.70%) PL/SQL
6 3 (3.70%) Python
7 2 (2.47%) ES6
7 2 (2.47%) Ruby
8 1 (1.23%) C
8 1 (1.23%) C#
8 1 (1.23%) Go
8 1 (1.23%) R
Qualifications
1 11 (13.58%) Security Cleared
2 10 (12.35%) Degree
Quality Assurance & Compliance
1 1 (1.23%) QA
System Software
1 11 (13.58%) Docker
Systems Management
1 6 (7.41%) Rancher
2 1 (1.23%) Kubernetes
Vendors
1 13 (16.05%) Oracle
2 2 (2.47%) Alterian
2 2 (2.47%) SAP