The table below looks at the statistics for Spring skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Spring over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Pivotal Software Spring Framework
UK / Scotland
Rank 49 37 53
Rank change year-on-year
-12 +16
Permanent jobs citing Spring 98 165 132
As % of all permanent IT jobs located in Scotland 4.34% 5.66% 4.30%
As % of the Libraries, Frameworks & Software Standards category 11.30% 15.25% 11.18%
Number of salaries quoted 40 89 77
Median salary £50,250 £45,000 £45,000
Median salary % change year-on-year
+11.66% -
90% offered a salary of more than £39,900 £38,500 £30,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
867 1082 1181
As % of all permanent IT jobs located in Scotland 38.41% 37.09% 38.46%
Number of salaries quoted 535 699 857
Median salary £44,000 £40,000 £40,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £32,500 £30,500 £30,000
10% offered a salary of more than £58,800 £55,000 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Spring
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Spring as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Spring Jobs Demand Trend in Scotland

Spring
Salary Trend in Scotland

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

Spring Salary Trend in Scotland

Spring
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Spring across the Scotland region over the 3 months to 23 January 2017.

Spring Salary Histogram in Scotland

Spring
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the Scotland region over the 3 months to 23 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -4 48 £52,000 +15.55% 13
Glasgow -11 45 £45,000 - 3
East Lothian - 4 - -
Spring
UK

Spring
Top 30 Related IT Skills in Scotland

For the 6 months to 23 January 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 Scotland region with a requirement for Spring.

1 200 (98.52%) Java
2 145 (71.43%) Agile Software Development
3 115 (56.65%) Hibernate
4 79 (38.92%) JavaScript
5 74 (36.45%) HTML
6 63 (31.03%) SQL
7 56 (27.59%) Linux
8 53 (26.11%) Maven
9 52 (25.62%) Open Source
10 49 (24.14%) CSS
11 48 (23.65%) OO
11 48 (23.65%) Scrum
11 48 (23.65%) Continuous Integration
12 47 (23.15%) TDD
13 45 (22.17%) JBoss
13 45 (22.17%) SOA
14 44 (21.67%) Finance
15 43 (21.18%) J2EE
15 43 (21.18%) Software Engineering
16 42 (20.69%) HTML5
17 40 (19.70%) MongoDB
17 40 (19.70%) XML
18 38 (18.72%) Jenkins
18 38 (18.72%) Microservices
19 37 (18.23%) Unix
20 36 (17.73%) Relational Database
21 34 (16.75%) Java EE
22 31 (15.27%) jQuery
22 31 (15.27%) Web Services
23 30 (14.78%) AngularJS

Spring
Top Related IT Skills in Scotland 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 45 (22.17%) JBoss
2 23 (11.33%) Tomcat
3 14 (6.90%) WebSphere
4 13 (6.40%) Alfresco
5 11 (5.42%) WebLogic
6 9 (4.43%) Apache
7 8 (3.94%) WebSphere Application Server
8 7 (3.45%) Cloud Foundry
8 7 (3.45%) CMS
8 7 (3.45%) Oracle SOA Suite
9 4 (1.97%) GemFire
10 3 (1.48%) Mule
10 3 (1.48%) SugarCRM
11 2 (0.99%) Elasticsearch
11 2 (0.99%) GlassFish
11 2 (0.99%) Oracle HTTP Server
12 1 (0.49%) Apache Solr
12 1 (0.49%) Apache Spark
12 1 (0.49%) IIS
12 1 (0.49%) Liferay
Business Applications
1 1 (0.49%) SAP Oil and Gas
Cloud Services
1 12 (5.91%) Amazon AWS
2 11 (5.42%) SaaS
3 3 (1.48%) Amazon EC2
3 3 (1.48%) GitHub
4 1 (0.49%) Microsoft Azure
Communications & Networking
1 4 (1.97%) HTTP
2 3 (1.48%) SNMP
3 1 (0.49%) Broadband
3 1 (0.49%) DVB
3 1 (0.49%) Internet
Database & Business Intelligence
1 40 (19.70%) MongoDB
2 36 (17.73%) Relational Database
3 25 (12.32%) Hadoop
4 22 (10.84%) Big Data
5 21 (10.34%) DB2
5 21 (10.34%) PostgreSQL
6 20 (9.85%) RDBMS
7 19 (9.36%) NoSQL
8 18 (8.87%) Pentaho
9 15 (7.39%) MySQL
9 15 (7.39%) Neo4j
10 14 (6.90%) SQL Server
11 10 (4.93%) Oracle Database
12 5 (2.46%) Apache Cassandra
12 5 (2.46%) KDB
13 4 (1.97%) Apache Hive
13 4 (1.97%) InterSystems Cache
14 2 (0.99%) Kdb+
14 2 (0.99%) Oracle Database 10g
15 1 (0.49%) Data Warehouse
Development Applications
1 53 (26.11%) Maven
2 38 (18.72%) Jenkins
3 29 (14.29%) Git (software)
4 28 (13.79%) Subversion
5 23 (11.33%) Ant
6 19 (9.36%) JUnit
6 19 (9.36%) Selenium
7 18 (8.87%) Talend Open Studio
8 15 (7.39%) Artifactory
9 10 (4.93%) Eclipse
10 6 (2.96%) Gradle
10 6 (2.96%) JIRA
11 4 (1.97%) Concordion
11 4 (1.97%) Cucumber
11 4 (1.97%) Hudson
11 4 (1.97%) JBehave
12 3 (1.48%) webpack
13 2 (0.99%) Oracle APEX
13 2 (0.99%) PowerBuilder
13 2 (0.99%) TeamCity
General
1 44 (21.67%) Finance
2 28 (13.79%) Banking
3 9 (4.43%) Games
3 9 (4.43%) Investment Banking
3 9 (4.43%) Telecoms
4 8 (3.94%) Retail
5 5 (2.46%) Marketing
6 4 (1.97%) Back Office
6 4 (1.97%) General Ledger
6 4 (1.97%) Legal
7 3 (1.48%) Aerospace
8 1 (0.49%) Advertising
8 1 (0.49%) Electronics
8 1 (0.49%) Front Office
8 1 (0.49%) Manufacturing
8 1 (0.49%) Prime Brokerage
Job Titles
1 162 (79.80%) Developer
2 147 (72.41%) Java Developer
3 40 (19.70%) Senior Developer
4 37 (18.23%) Senior Java Developer
5 22 (10.84%) Software Engineer
6 20 (9.85%) Lead Developer
7 18 (8.87%) Java Engineer
7 18 (8.87%) Lead Java Developer
8 15 (7.39%) Software Developer
9 12 (5.91%) Java Software Developer
9 12 (5.91%) Java Software Engineer
10 10 (4.93%) Open Source Developer
11 9 (4.43%) JavaScript Developer
12 6 (2.96%) Architect
12 6 (2.96%) J2EE Developer
12 6 (2.96%) Java/J2EE Developer
13 5 (2.46%) Java Architect
13 5 (2.46%) Senior Software Engineer
14 4 (1.97%) Developer/Software Engineer
14 4 (1.97%) Front End Java Developer (Client-Side Java Developer)
Libraries, Frameworks & Software Standards
1 115 (56.65%) Hibernate
2 74 (36.45%) HTML
3 49 (24.14%) CSS
4 43 (21.18%) J2EE
5 42 (20.69%) HTML5
6 40 (19.70%) XML
7 34 (16.75%) Java EE
8 31 (15.27%) jQuery
8 31 (15.27%) Web Services
9 30 (14.78%) AngularJS
10 28 (13.79%) SOAP
11 24 (11.82%) Apache Camel
12 23 (11.33%) JSON
13 22 (10.84%) Middleware
14 21 (10.34%) CSS3
14 21 (10.34%) JMS
14 21 (10.34%) RESTful
15 17 (8.37%) Drools
15 17 (8.37%) jBPM
16 16 (7.88%) ELK Stack
Miscellaneous
1 17 (8.37%) Analytical Skills
2 12 (5.91%) Computer Science
3 10 (4.93%) Social Media
4 6 (2.96%) Mobile App
5 5 (2.46%) Enterprise Software
5 5 (2.46%) Reference Data
6 4 (1.97%) Blockchain
6 4 (1.97%) Derivative
6 4 (1.97%) N-Tier
7 3 (1.48%) Data Integration
7 3 (1.48%) OTC Derivatives
7 3 (1.48%) User Experience
8 2 (0.99%) Data Structures
8 2 (0.99%) Equity Derivative
8 2 (0.99%) Fixed Income
8 2 (0.99%) Inversion of Control
9 1 (0.49%) Management Information System
9 1 (0.49%) Virtual Team
9 1 (0.49%) Wiki
Operating Systems
1 56 (27.59%) Linux
2 37 (18.23%) Unix
3 16 (7.88%) Android
3 16 (7.88%) Apple iOS
4 5 (2.46%) Windows
5 3 (1.48%) Red Hat Enterprise Linux
5 3 (1.48%) Ubuntu
6 1 (0.49%) CentOS
Processes & Methodologies
1 145 (71.43%) Agile Software Development
2 52 (25.62%) Open Source
3 48 (23.65%) Continuous Integration
3 48 (23.65%) OO
3 48 (23.65%) Scrum
4 47 (23.15%) TDD
5 45 (22.17%) SOA
6 43 (21.18%) Software Engineering
7 38 (18.72%) Microservices
8 27 (13.30%) SDLC
9 22 (10.84%) BDD
10 20 (9.85%) Mentoring
11 19 (9.36%) MVC
12 16 (7.88%) Analytics
12 16 (7.88%) Data Analytics
12 16 (7.88%) OOD
13 14 (6.90%) Web Development
14 12 (5.91%) Multithreading
14 12 (5.91%) Open Source Development
15 11 (5.42%) Document Management
Programming Languages
1 200 (98.52%) Java
2 79 (38.92%) JavaScript
3 63 (31.03%) SQL
4 21 (10.34%) Python
5 17 (8.37%) Perl
6 16 (7.88%) PL/SQL
7 15 (7.39%) Shell Script
8 9 (4.43%) PHP
9 8 (3.94%) Bash Shell
9 8 (3.94%) C#
10 6 (2.96%) Ruby
11 4 (1.97%) C++
11 4 (1.97%) XPath
12 2 (0.99%) PowerShell
13 1 (0.49%) Groovy
13 1 (0.49%) Jython
13 1 (0.49%) Scala
13 1 (0.49%) XQuery
Qualifications
1 27 (13.30%) Degree
2 17 (8.37%) Security Cleared
3 2 (0.99%) HND
3 2 (0.99%) OCPJWCD
3 2 (0.99%) SC Cleared
Quality Assurance & Compliance
1 4 (1.97%) MiFID
2 2 (0.99%) Disclosure Scotland
3 1 (0.49%) Dodd-Frank
3 1 (0.49%) EMIR
System Software
1 10 (4.93%) Docker
2 1 (0.49%) Ceph
Systems Management
1 3 (1.48%) Opscode Chef
1 3 (1.48%) Puppet
2 1 (0.49%) Ansible
2 1 (0.49%) Hadoop YARN
2 1 (0.49%) Kibana
2 1 (0.49%) logstash
Vendors
1 27 (13.30%) Oracle
2 18 (8.87%) Talend
3 11 (5.42%) Sybase
4 5 (2.46%) Red Hat
5 4 (1.97%) Alterian
5 4 (1.97%) Google
6 3 (1.48%) Perforce
7 2 (0.99%) Twitter
8 1 (0.49%) SAP
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