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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Pivotal Software Spring Framework
Rank 44 37 42
Rank change year-on-year
-7 +5
Permanent jobs citing Spring 146 190 202
As % of all permanent IT jobs located in Scotland 5.12% 6.04% 5.32%
As % of the Libraries, Frameworks & Software Standards category 13.59% 17.06% 13.21%
Number of salaries quoted 72 89 108
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £39,000 £32,500 £35,000
10% offered a salary of more than £61,500 £60,000 £55,900
UK excluding London median salary £47,500 £45,000 £43,500
% change year-on-year
+5.55% +3.44%
Spring
UK

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
1074 1114 1529
As % of all permanent IT jobs located in Scotland 37.64% 35.40% 40.29%
Number of salaries quoted 562 698 1054
Median salary £44,000 £40,000 £40,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £33,000 £29,000 £30,000
10% offered a salary of more than £55,000 £52,500 £51,500
UK excluding London median salary £40,000 £40,000 £40,000

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 30 June 2016.

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 30 June 2016. 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
(Click see detailed
statistics and trends)
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
Glasgow -4 101 £45,000 -18.18% 13
Edinburgh +6 47 £45,000 +8.43% 3
Stirling -10 2 - -
Aberdeen - 1 £50,000 -
Spring
UK

Spring
Top 30 Related IT Skills in Scotland

For the 6 months to 30 June 2016, 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.

1 296 (100.00%) Java
2 199 (67.23%) Agile Software Development
3 174 (58.78%) Hibernate
4 124 (41.89%) Maven
5 108 (36.49%) Finance
6 107 (36.15%) SQL
7 104 (35.14%) JavaScript
7 104 (35.14%) HTML
8 89 (30.07%) Web Services
8 89 (30.07%) Scrum
9 87 (29.39%) CSS
10 80 (27.03%) TDD
11 74 (25.00%) OO
11 74 (25.00%) Jenkins
12 68 (22.97%) Software Engineering
13 67 (22.64%) JSON
14 66 (22.30%) Unit Testing
14 66 (22.30%) Oracle
15 65 (21.96%) Sybase
16 64 (21.62%) Open Source
17 63 (21.28%) BDD
18 61 (20.61%) Degree
19 60 (20.27%) J2EE
20 58 (19.59%) JUnit
20 58 (19.59%) Selenium
21 57 (19.26%) JBoss
21 57 (19.26%) Unix
21 57 (19.26%) Tomcat
22 56 (18.92%) Banking
22 56 (18.92%) Relational Database

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 57 (19.26%) JBoss
1 57 (19.26%) Tomcat
2 33 (11.15%) Alfresco
3 20 (6.76%) GemFire
4 14 (4.73%) CMS
5 12 (4.05%) Apache
6 11 (3.72%) Oracle Coherence
7 10 (3.38%) Documentum
7 10 (3.38%) IIS
7 10 (3.38%) Mule
8 6 (2.03%) MQSeries
8 6 (2.03%) WebSphere
9 4 (1.35%) Apache Spark
10 2 (0.68%) Mule ESB
10 2 (0.68%) WebSphere Transformation Extender
11 1 (0.34%) Adobe Experience Manager
11 1 (0.34%) Flash Media Server
11 1 (0.34%) GlassFish
11 1 (0.34%) Oracle SOA Suite
11 1 (0.34%) SugarCRM
Applications
1 1 (0.34%) Adobe Illustrator
1 1 (0.34%) Photoshop
Business Applications
1 1 (0.34%) Oracle BPM
1 1 (0.34%) Oracle CRM
1 1 (0.34%) SAP Oil and Gas
Cloud Services
1 6 (2.03%) SaaS
2 2 (0.68%) Amazon AWS
Communications & Networking
1 5 (1.69%) Internet
2 4 (1.35%) HTTP
3 3 (1.01%) SSL
4 1 (0.34%) SNMP
Database & Business Intelligence
1 56 (18.92%) Relational Database
2 55 (18.58%) SQL Server
3 34 (11.49%) RDBMS
4 26 (8.78%) MongoDB
5 23 (7.77%) MySQL
6 18 (6.08%) NoSQL
6 18 (6.08%) Oracle Database
7 15 (5.07%) MarkLogic
8 14 (4.73%) Big Data
8 14 (4.73%) BusinessObjects
9 13 (4.39%) Sybase ASE
10 12 (4.05%) Hadoop
11 11 (3.72%) Oracle Database 11g
12 9 (3.04%) DB2
13 7 (2.36%) Apache Cassandra
14 5 (1.69%) PostgreSQL
15 3 (1.01%) QlikView
16 2 (0.68%) Data Warehouse
17 1 (0.34%) Data Mining
17 1 (0.34%) Oracle Database 10g
Development Applications
1 124 (41.89%) Maven
2 74 (25.00%) Jenkins
3 58 (19.59%) JUnit
3 58 (19.59%) Selenium
4 41 (13.85%) Cucumber
4 41 (13.85%) Git (software)
4 41 (13.85%) Subversion
5 32 (10.81%) Artifactory
6 22 (7.43%) Eclipse
7 18 (6.08%) Mockito
8 15 (5.07%) Ant
9 13 (4.39%) JBehave
10 12 (4.05%) FitNesse
11 10 (3.38%) Concordion
12 9 (3.04%) IntelliJ
13 8 (2.70%) JIRA
14 6 (2.03%) JMeter
14 6 (2.03%) TeamCity
15 5 (1.69%) HP UFT
15 5 (1.69%) TestNG
General
1 108 (36.49%) Finance
2 56 (18.92%) Banking
3 20 (6.76%) Retail
4 14 (4.73%) Investment Banking
5 13 (4.39%) Financial Institution
6 12 (4.05%) Games
7 11 (3.72%) Telecoms
8 10 (3.38%) Private Banking
9 8 (2.70%) Marketing
10 7 (2.36%) Back Office
11 6 (2.03%) Front Office
11 6 (2.03%) German Language
11 6 (2.03%) Italian Language
12 3 (1.01%) Legal
13 1 (0.34%) Aerospace
13 1 (0.34%) Electronics
13 1 (0.34%) General Ledger
13 1 (0.34%) Manufacturing
Job Titles
1 220 (74.32%) Developer
2 201 (67.91%) Java Developer
3 51 (17.23%) Lead Developer
4 44 (14.86%) Senior Developer
5 42 (14.19%) Lead Java Developer
6 41 (13.85%) Senior Java Developer
7 27 (9.12%) Software Engineer
8 22 (7.43%) Open Source Developer
9 16 (5.41%) Senior Software Engineer
10 15 (5.07%) Technical Leader
11 14 (4.73%) Java Engineer
12 13 (4.39%) Java Software Engineer
13 9 (3.04%) Applications Developer
14 8 (2.70%) Java Software Developer
14 8 (2.70%) Software Developer
15 7 (2.36%) Analyst
15 7 (2.36%) Architect
16 6 (2.03%) Applications Support
16 6 (2.03%) Solutions Architect
16 6 (2.03%) Support Analyst
Libraries, Frameworks & Software Standards
1 174 (58.78%) Hibernate
2 104 (35.14%) HTML
3 89 (30.07%) Web Services
4 87 (29.39%) CSS
5 67 (22.64%) JSON
6 60 (20.27%) J2EE
7 55 (18.58%) RESTful
8 54 (18.24%) REST
9 45 (15.20%) jQuery
10 44 (14.86%) JMS
11 39 (13.18%) HTML5
12 34 (11.49%) Spring Security
13 33 (11.15%) Gherkin
13 33 (11.15%) XHTML
14 32 (10.81%) AngularJS
15 25 (8.45%) Drools
16 23 (7.77%) SOAP
17 21 (7.09%) Ext JS
17 21 (7.09%) JSP
17 21 (7.09%) XML
Miscellaneous
1 52 (17.57%) Analytical Skills
2 25 (8.45%) User Experience
3 21 (7.09%) Enterprise Software
4 17 (5.74%) Computer Science
5 14 (4.73%) Data Structures
5 14 (4.73%) Virtual Team
6 10 (3.38%) Algorithms
7 9 (3.04%) Equities
8 7 (2.36%) Derivative
9 6 (2.03%) Social Media
10 5 (1.69%) Equity Derivative
10 5 (1.69%) Inversion of Control
11 4 (1.35%) Foreign Exchange (FX)
12 3 (1.01%) Mobile App
12 3 (1.01%) OTC Derivatives
13 2 (0.68%) Fixed Income
13 2 (0.68%) Grid Computing
13 2 (0.68%) Hedge funds
13 2 (0.68%) SWIFT
14 1 (0.34%) Reference Data
Operating Systems
1 57 (19.26%) Unix
2 38 (12.84%) Linux
3 17 (5.74%) Windows
4 13 (4.39%) Android
5 10 (3.38%) Apple iOS
6 5 (1.69%) Ubuntu
7 4 (1.35%) Windows Server
Processes & Methodologies
1 199 (67.23%) Agile Software Development
2 89 (30.07%) Scrum
3 80 (27.03%) TDD
4 74 (25.00%) OO
5 68 (22.97%) Software Engineering
6 66 (22.30%) Unit Testing
7 64 (21.62%) Open Source
8 63 (21.28%) BDD
9 55 (18.58%) Continuous Integration
9 55 (18.58%) User Acceptance Testing
10 46 (15.54%) SDLC
10 46 (15.54%) SOA
11 43 (14.53%) Document Management
12 42 (14.19%) Mentoring
13 29 (9.80%) Asset Management
14 27 (9.12%) MVC
15 26 (8.78%) Kanban
16 23 (7.77%) Open Source Development
17 22 (7.43%) Multithreading
18 21 (7.09%) Web Development
Programming Languages
1 296 (100.00%) Java
2 107 (36.15%) SQL
3 104 (35.14%) JavaScript
4 32 (10.81%) Python
5 27 (9.12%) Shell Script
6 19 (6.42%) Perl
7 15 (5.07%) PL/SQL
7 15 (5.07%) XQuery
8 12 (4.05%) C#
9 7 (2.36%) Jython
9 7 (2.36%) Ruby
10 6 (2.03%) C++
10 6 (2.03%) PowerShell
11 4 (1.35%) PHP
11 4 (1.35%) SPARQL
12 3 (1.01%) Groovy
13 2 (0.68%) Scala
14 1 (0.34%) ANSI SQL
14 1 (0.34%) Bash Shell
14 1 (0.34%) Korn
Qualifications
1 61 (20.61%) Degree
2 25 (8.45%) Security Cleared
3 5 (1.69%) Sun Certification
Quality Assurance & Compliance
1 3 (1.01%) QA
2 2 (0.68%) ISO15022
2 2 (0.68%) ISO20022
System Software
1 5 (1.69%) Docker
2 4 (1.35%) Virtual Machines
Systems Management
1 4 (1.35%) Opscode Chef
1 4 (1.35%) Puppet
2 1 (0.34%) Control-M
2 1 (0.34%) Graphite
2 1 (0.34%) Nagios
2 1 (0.34%) Opsview
Vendors
1 66 (22.30%) Oracle
2 65 (21.96%) Sybase
3 14 (4.73%) Cognos
4 10 (3.38%) FatWire
5 5 (1.69%) Cognizant
5 5 (1.69%) Sun
6 3 (1.01%) Apple
6 3 (1.01%) IBM
6 3 (1.01%) Terracotta
6 3 (1.01%) Thunderhead
7 2 (0.68%) Greenplum
7 2 (0.68%) Splunk
8 1 (0.34%) Adobe
8 1 (0.34%) Alterian
8 1 (0.34%) Cisco
8 1 (0.34%) Microsoft
8 1 (0.34%) Perforce
8 1 (0.34%) Red Hat
8 1 (0.34%) SAP
8 1 (0.34%) TIBCO
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