Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Edinburgh
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 52 84 56
Rank change year-on-year +32 -28 +8
Permanent jobs citing Spring 107 70 94
As % of all permanent IT jobs advertised in Edinburgh 4.23% 2.65% 3.97%
As % of the Libraries, Frameworks & Software Standards category 11.11% 7.20% 12.91%
Number of salaries quoted 62 33 84
Edinburgh median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% -
10th Percentile £37,000 £32,350 £34,500
90th Percentile £75,000 £56,000 £59,750
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 963 972 728
As % of all permanent IT jobs advertised in Edinburgh 38.08% 36.80% 30.76%
Number of salaries quoted 608 626 500
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,750 £28,000 £26,250
90th Percentile £66,250 £65,000 £60,000
Scotland median annual salary £45,000 £41,500 £42,000
% change year-on-year +8.43% -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 22 September 2018.

Salary histogram for Spring in Edinburgh

For the 6 months to 22 September 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.

1 106 (99.07%) Java
2 59 (55.14%) Hibernate
3 50 (46.73%) Agile Software Development
4 48 (44.86%) JavaScript
5 38 (35.51%) Java EE
6 37 (34.58%) SQL
7 34 (31.78%) Spring Boot
8 27 (25.23%) HTML
8 27 (25.23%) CSS
9 25 (23.36%) Microservices
10 24 (22.43%) AngularJS
11 23 (21.50%) React
12 22 (20.56%) TDD
13 21 (19.63%) Web Services
13 21 (19.63%) Drools
13 21 (19.63%) Relational Database
13 21 (19.63%) Fintech
14 20 (18.69%) Finance
15 19 (17.76%) SOAP
15 19 (17.76%) Linux
15 19 (17.76%) JBoss
15 19 (17.76%) HTML5
16 18 (16.82%) CSS3
16 18 (16.82%) MVC
16 18 (16.82%) Java 8
17 17 (15.89%) Problem-Solving
17 17 (15.89%) SDLC
17 17 (15.89%) RDBMS
18 16 (14.95%) PostgreSQL
18 16 (14.95%) Software Engineering

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 (17.76%) JBoss
2 8 (7.48%) Elasticsearch
3 2 (1.87%) Apache Spark
3 2 (1.87%) WebSphere
3 2 (1.87%) WebSphere Portal
4 1 (0.93%) Apache Pig
4 1 (0.93%) Apache Solr
Communications & Networking
1 1 (0.93%) HTTP
Database & Business Intelligence
1 21 (19.63%) Relational Database
2 17 (15.89%) RDBMS
3 16 (14.95%) PostgreSQL
4 10 (9.35%) Blockchain
5 8 (7.48%) NoSQL
6 7 (6.54%) MongoDB
7 6 (5.61%) DB2
8 3 (2.80%) SQL Server
9 2 (1.87%) MySQL
9 2 (1.87%) Redis
10 1 (0.93%) Big Data
10 1 (0.93%) Hadoop
Development Applications
1 15 (14.02%) JUnit
2 11 (10.28%) Hudson
3 9 (8.41%) SoapUI
4 7 (6.54%) Maven
5 5 (4.67%) Cucumber
5 5 (4.67%) Selenium
6 3 (2.80%) Eclipse
6 3 (2.80%) Git (software)
6 3 (2.80%) Gradle
7 2 (1.87%) Jenkins
8 1 (0.93%) Jasmine
8 1 (0.93%) Mockito
8 1 (0.93%) TestNG
General
1 20 (18.69%) Finance
2 3 (2.80%) Retail
3 2 (1.87%) Advertising
4 1 (0.93%) Banking
Job Titles
1 74 (69.16%) Developer
1 74 (69.16%) Java Developer
2 33 (30.84%) Senior Developer
2 33 (30.84%) Senior Java Developer
3 21 (19.63%) Java Engineer
4 13 (12.15%) Senior Java Engineer
5 9 (8.41%) AWS Developer
5 9 (8.41%) J2EE Developer
5 9 (8.41%) Java/J2EE Developer
6 8 (7.48%) Java Programmer
6 8 (7.48%) Programmer
7 7 (6.54%) Lead Developer
7 7 (6.54%) Lead Java Developer
7 7 (6.54%) Senior Java Programmer
7 7 (6.54%) Senior Programmer
8 6 (5.61%) Software Engineer
9 5 (4.67%) Java Software Engineer
9 5 (4.67%) Senior J2EE Developer
9 5 (4.67%) Senior Java/J2EE Developer
10 4 (3.74%) Java Developer - Fintech
Libraries, Frameworks & Software Standards
1 59 (55.14%) Hibernate
2 38 (35.51%) Java EE
3 34 (31.78%) Spring Boot
4 27 (25.23%) CSS
4 27 (25.23%) HTML
5 24 (22.43%) AngularJS
6 23 (21.50%) React
7 21 (19.63%) Drools
7 21 (19.63%) Web Services
8 19 (17.76%) HTML5
8 19 (17.76%) SOAP
9 18 (16.82%) CSS3
10 16 (14.95%) Ext JS
10 16 (14.95%) jQuery
10 16 (14.95%) Spring MVC
11 15 (14.02%) LESS
11 15 (14.02%) Sass
12 13 (12.15%) J2EE
13 11 (10.28%) Node.js
13 11 (10.28%) REST
Miscellaneous
1 21 (19.63%) Fintech
2 11 (10.28%) Computer Science
3 8 (7.48%) Smartphone
4 5 (4.67%) Greenfield Project
5 3 (2.80%) Blog
6 2 (1.87%) Mobile App
7 1 (0.93%) Analytical Skills
Operating Systems
1 19 (17.76%) Linux
2 2 (1.87%) Android
2 2 (1.87%) Apple iOS
Processes & Methodologies
1 50 (46.73%) Agile Software Development
2 25 (23.36%) Microservices
3 22 (20.56%) TDD
4 18 (16.82%) MVC
5 17 (15.89%) Problem-Solving
5 17 (15.89%) SDLC
6 16 (14.95%) Software Engineering
7 15 (14.02%) BEM - Block Element Modifier
8 14 (13.08%) Mentoring
8 14 (13.08%) OOP
9 12 (11.21%) OO
9 12 (11.21%) Open Source
10 11 (10.28%) Scrum
10 11 (10.28%) SOA
11 10 (9.35%) Continuous Integration
12 9 (8.41%) Unit Testing
13 8 (7.48%) Case Management
13 8 (7.48%) Workflow
14 7 (6.54%) Dependency Injection
14 7 (6.54%) E-Commerce
Programming Languages
1 106 (99.07%) Java
2 48 (44.86%) JavaScript
3 37 (34.58%) SQL
4 18 (16.82%) Java 8
5 16 (14.95%) Python
6 8 (7.48%) Kotlin
7 4 (3.74%) Java 9
8 3 (2.80%) C#
8 3 (2.80%) PL/SQL
9 2 (1.87%) PHP
10 1 (0.93%) C++
10 1 (0.93%) TypeScript
Qualifications
1 11 (10.28%) Degree
2 10 (9.35%) Computer Science Degree
3 5 (4.67%) Security Cleared
System Software
1 3 (2.80%) Docker
Systems Management
1 2 (1.87%) Ansible
2 1 (0.93%) Kubernetes
2 1 (0.93%) Terraform
Vendors
1 6 (5.61%) Oracle
2 5 (4.67%) Sybase
3 3 (2.80%) Twitter
4 2 (1.87%) IBM
5 1 (0.93%) New Relic