Period
to 15 February 2019

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 15 February 2019 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Edinburgh
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 63 72 55
Rank change year-on-year +9 -17 +1
Permanent jobs citing Spring 94 88 90
As % of all permanent IT jobs advertised in Edinburgh 3.80% 3.24% 4.08%
As % of the Libraries, Frameworks & Software Standards category 9.77% 8.81% 10.32%
Number of salaries quoted 56 61 58
Edinburgh median annual salary £47,500 £50,000 £50,250
Median salary % change year-on-year -5.00% -0.50% +11.67%
10th Percentile £37,000 £36,250 £34,425
90th Percentile £71,250 £66,750 £65,000
Scotland median annual salary £50,000 £50,000 £46,000
% change year-on-year - +8.70% +2.22%

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 962 999 872
As % of all permanent IT jobs advertised in Edinburgh 38.88% 36.78% 39.55%
Number of salaries quoted 628 677 584
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £30,000 £28,000 £28,900
90th Percentile £67,500 £65,500 £62,125
Scotland median annual salary £45,000 £42,500 £41,250
% change year-on-year +5.88% +3.03% +3.13%

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 15 February 2019.

Salary histogram for Spring in Edinburgh

For the 6 months to 15 February 2019, 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 94 (100.00%) Java
2 48 (51.06%) Hibernate
2 48 (51.06%) Agile Software Development
3 38 (40.43%) JavaScript
4 27 (28.72%) SQL
5 26 (27.66%) Software Engineering
6 25 (26.60%) HTML
6 25 (26.60%) CSS
6 25 (26.60%) Web Services
6 25 (26.60%) Linux
6 25 (26.60%) AngularJS
7 24 (25.53%) Java EE
8 22 (23.40%) Hudson
8 22 (23.40%) MVC
8 22 (23.40%) Microservices
9 21 (22.34%) React
9 21 (22.34%) Spring Boot
10 20 (21.28%) Degree
11 19 (20.21%) Computer Science
11 19 (20.21%) Python
12 18 (19.15%) OO
12 18 (19.15%) Mentoring
12 18 (19.15%) Java 8
12 18 (19.15%) Problem-Solving
13 17 (18.09%) JUnit
14 16 (17.02%) jQuery
14 16 (17.02%) Unit Testing
15 15 (15.96%) Spring MVC
15 15 (15.96%) SOAP
15 15 (15.96%) Computer Science Degree

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 10 (10.64%) JBoss
2 5 (5.32%) Tomcat
2 5 (5.32%) WebLogic
Cloud Services
1 6 (6.38%) Amazon AWS
2 4 (4.26%) Datadog
2 4 (4.26%) npm
3 2 (2.13%) Microsoft Azure
Database & Business Intelligence
1 9 (9.57%) PostgreSQL
2 8 (8.51%) Blockchain
2 8 (8.51%) RDBMS
2 8 (8.51%) Relational Database
3 5 (5.32%) Oracle Database
4 4 (4.26%) Amazon RDS
4 4 (4.26%) Couchbase
4 4 (4.26%) Mixpanel
5 3 (3.19%) DB2
5 3 (3.19%) MongoDB
5 3 (3.19%) MySQL
5 3 (3.19%) NoSQL
6 2 (2.13%) SQL Server
Development Applications
1 22 (23.40%) Hudson
2 17 (18.09%) JUnit
3 14 (14.89%) SoapUI
4 5 (5.32%) Jenkins
4 5 (5.32%) JIRA
5 4 (4.26%) gulp
5 4 (4.26%) Subversion
5 4 (4.26%) webpack
6 3 (3.19%) Cucumber
6 3 (3.19%) Git (software)
6 3 (3.19%) Selenium
7 2 (2.13%) MSTest
7 2 (2.13%) NUnit
7 2 (2.13%) Team Foundation Server
8 1 (1.06%) Eclipse
8 1 (1.06%) IntelliJ
8 1 (1.06%) Maven
General
1 7 (7.45%) Finance
2 2 (2.13%) Advertising
3 1 (1.06%) Games
3 1 (1.06%) Retail
Job Titles
1 68 (72.34%) Developer
2 61 (64.89%) Java Developer
3 17 (18.09%) Senior Developer
4 15 (15.96%) Senior Java Developer
5 10 (10.64%) Java Engineer
6 7 (7.45%) Software Engineer
7 6 (6.38%) Java Software Engineer
7 6 (6.38%) Lead Developer
7 6 (6.38%) Lead Java Developer
8 4 (4.26%) Front End Developer (Client-Side Developer)
9 3 (3.19%) Software Developer
10 2 (2.13%) AWS Developer
10 2 (2.13%) J2EE Developer
10 2 (2.13%) Java/J2EE Developer
10 2 (2.13%) Senior Software Developer
11 1 (1.06%) Agile Developer
11 1 (1.06%) JavaScript Developer
11 1 (1.06%) Senior Agile Developer
11 1 (1.06%) Senior Agile Java Developer
11 1 (1.06%) Senior Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 48 (51.06%) Hibernate
2 25 (26.60%) AngularJS
2 25 (26.60%) CSS
2 25 (26.60%) HTML
2 25 (26.60%) Web Services
3 24 (25.53%) Java EE
4 21 (22.34%) React
4 21 (22.34%) Spring Boot
5 16 (17.02%) jQuery
6 15 (15.96%) SOAP
6 15 (15.96%) Spring MVC
7 14 (14.89%) CSS3
7 14 (14.89%) Ext JS
7 14 (14.89%) HTML5
7 14 (14.89%) LESS
7 14 (14.89%) Sass
8 12 (12.77%) Apache MINA
8 12 (12.77%) JDBC
9 10 (10.64%) Drools
9 10 (10.64%) Node.js
Miscellaneous
1 15 (15.96%) Fintech
2 4 (4.26%) Algorithms
2 4 (4.26%) Greenfield Project
2 4 (4.26%) Mobile App
2 4 (4.26%) User Experience
3 3 (3.19%) Analytical Skills
Operating Systems
1 25 (26.60%) Linux
2 5 (5.32%) Windows
Processes & Methodologies
1 48 (51.06%) Agile Software Development
2 26 (27.66%) Software Engineering
3 22 (23.40%) Microservices
3 22 (23.40%) MVC
4 19 (20.21%) Computer Science
5 18 (19.15%) Mentoring
5 18 (19.15%) OO
5 18 (19.15%) Problem-Solving
6 16 (17.02%) Unit Testing
7 14 (14.89%) BEM - Block Element Modifier
8 12 (12.77%) Dependency Injection
8 12 (12.77%) Inversion of Control
9 8 (8.51%) Web Development
10 7 (7.45%) Coaching
10 7 (7.45%) DevOps
10 7 (7.45%) OOP
11 6 (6.38%) Front End Development
12 5 (5.32%) Continuous Integration
12 5 (5.32%) Open Source
12 5 (5.32%) SDLC
Programming Languages
1 94 (100.00%) Java
2 38 (40.43%) JavaScript
3 27 (28.72%) SQL
4 19 (20.21%) Python
5 18 (19.15%) Java 8
6 8 (8.51%) PL/SQL
7 4 (4.26%) C#
7 4 (4.26%) ES6
7 4 (4.26%) TypeScript
8 3 (3.19%) Java 9
9 2 (2.13%) PHP
9 2 (2.13%) Ruby
10 1 (1.06%) C++
10 1 (1.06%) Scala
Qualifications
1 20 (21.28%) Degree
2 15 (15.96%) Computer Science Degree
Quality Assurance & Compliance
1 2 (2.13%) GDPR
System Software
1 5 (5.32%) Docker
Systems Management
1 7 (7.45%) Terraform
2 4 (4.26%) Consul
2 4 (4.26%) Opscode Chef
3 3 (3.19%) Ansible
3 3 (3.19%) Kubernetes
Vendors
1 8 (8.51%) Oracle
2 4 (4.26%) Microsoft
3 3 (3.19%) New Relic
3 3 (3.19%) Sybase