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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Pivotal Software Spring Framework
Rank 47 36 45
Rank change year-on-year
-11 +9
Permanent jobs citing Spring 124 193 194
As % of all permanent IT jobs located in Scotland 4.29% 6.13% 5.21%
As % of the Libraries, Frameworks & Software Standards category 11.19% 17.00% 12.99%
Number of salaries quoted 74 97 93
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 £60,000 £55,000 £57,900
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%
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
1108 1135 1494
As % of all permanent IT jobs located in Scotland 38.35% 36.08% 40.15%
Number of salaries quoted 622 735 996
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £31,750 £30,000 £30,500
10% offered a salary of more than £55,000 £50,000 £52,500
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 29 July 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 29 July 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 -15 78 £45,000 -16.27% 12
Edinburgh +1 42 £45,000 +8.43% 8
Aberdeen - 3 £32,500 -
Spring
UK

Spring
Top 30 Related IT Skills in Scotland

For the 6 months to 29 July 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.

1 294 (100.00%) Java
2 201 (68.37%) Agile Software Development
3 176 (59.86%) Hibernate
4 130 (44.22%) Maven
5 115 (39.12%) JavaScript
6 108 (36.73%) HTML
7 107 (36.39%) Finance
8 94 (31.97%) SQL
8 94 (31.97%) CSS
9 86 (29.25%) Scrum
10 83 (28.23%) Web Services
11 76 (25.85%) OO
12 73 (24.83%) Software Engineering
12 73 (24.83%) TDD
13 71 (24.15%) Jenkins
14 66 (22.45%) Degree
15 65 (22.11%) Unit Testing
16 64 (21.77%) JSON
16 64 (21.77%) Oracle
17 62 (21.09%) J2EE
17 62 (21.09%) JUnit
18 60 (20.41%) Sybase
18 60 (20.41%) Banking
19 59 (20.07%) BDD
19 59 (20.07%) Relational Database
20 57 (19.39%) Open Source
21 55 (18.71%) Selenium
21 55 (18.71%) RESTful
21 55 (18.71%) JBoss
22 54 (18.37%) Unix

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 55 (18.71%) JBoss
2 51 (17.35%) Tomcat
3 32 (10.88%) Alfresco
4 19 (6.46%) GemFire
5 15 (5.10%) CMS
6 11 (3.74%) Mule
7 10 (3.40%) Documentum
7 10 (3.40%) Oracle Coherence
8 9 (3.06%) Apache
9 8 (2.72%) WebSphere
10 5 (1.70%) MQSeries
11 4 (1.36%) Apache Spark
11 4 (1.36%) IIS
11 4 (1.36%) WebLogic
12 2 (0.68%) Apache Solr
12 2 (0.68%) Elasticsearch
12 2 (0.68%) IBM Transformation Extender
12 2 (0.68%) Mule ESB
12 2 (0.68%) SugarCRM
13 1 (0.34%) Flash Media Server
Applications
1 1 (0.34%) Adobe Illustrator
1 1 (0.34%) Photoshop
Business Applications
1 1 (0.34%) SAP Oil and Gas
Cloud Services
1 13 (4.42%) SaaS
2 4 (1.36%) Amazon AWS
Communications & Networking
1 5 (1.70%) Internet
2 3 (1.02%) SSL
3 2 (0.68%) HTTP
4 1 (0.34%) SNMP
Database & Business Intelligence
1 59 (20.07%) Relational Database
2 53 (18.03%) SQL Server
3 37 (12.59%) RDBMS
4 36 (12.24%) MongoDB
5 23 (7.82%) MySQL
5 23 (7.82%) NoSQL
6 19 (6.46%) Big Data
6 19 (6.46%) Oracle Database
7 16 (5.44%) Hadoop
8 14 (4.76%) MarkLogic
8 14 (4.76%) Oracle Database 11g
9 13 (4.42%) BusinessObjects
10 12 (4.08%) Sybase ASE
11 10 (3.40%) DB2
12 8 (2.72%) Apache Cassandra
13 4 (1.36%) Oracle Database 10g
14 3 (1.02%) PostgreSQL
14 3 (1.02%) QlikView
15 2 (0.68%) Data Warehouse
15 2 (0.68%) Pentaho
Development Applications
1 130 (44.22%) Maven
2 71 (24.15%) Jenkins
3 62 (21.09%) JUnit
4 55 (18.71%) Selenium
5 49 (16.67%) Git (software)
5 49 (16.67%) Subversion
6 40 (13.61%) Cucumber
7 30 (10.20%) Artifactory
8 24 (8.16%) Ant
8 24 (8.16%) Eclipse
9 20 (6.80%) Mockito
10 13 (4.42%) JBehave
11 11 (3.74%) FitNesse
12 10 (3.40%) Concordion
13 9 (3.06%) IntelliJ
14 7 (2.38%) JIRA
15 6 (2.04%) JMeter
15 6 (2.04%) TeamCity
16 5 (1.70%) Gradle
16 5 (1.70%) HP UFT
General
1 107 (36.39%) Finance
2 60 (20.41%) Banking
3 27 (9.18%) Retail
4 18 (6.12%) Games
4 18 (6.12%) Telecoms
5 14 (4.76%) Investment Banking
6 11 (3.74%) Financial Institution
7 10 (3.40%) Private Banking
8 9 (3.06%) Marketing
9 7 (2.38%) Back Office
10 6 (2.04%) Front Office
10 6 (2.04%) German Language
10 6 (2.04%) Italian Language
11 3 (1.02%) Legal
12 2 (0.68%) Aerospace
13 1 (0.34%) Electronics
13 1 (0.34%) General Ledger
13 1 (0.34%) Manufacturing
Job Titles
1 217 (73.81%) Developer
2 200 (68.03%) Java Developer
3 48 (16.33%) Senior Developer
4 47 (15.99%) Lead Developer
5 45 (15.31%) Senior Java Developer
6 38 (12.93%) Lead Java Developer
7 27 (9.18%) Software Engineer
8 21 (7.14%) Open Source Developer
9 15 (5.10%) Technical Leader
10 14 (4.76%) Senior Software Engineer
11 13 (4.42%) Java Engineer
12 12 (4.08%) Java Software Engineer
13 11 (3.74%) Architect
14 10 (3.40%) Solutions Architect
15 9 (3.06%) Applications Developer
16 7 (2.38%) Java Architect
17 6 (2.04%) Java Software Developer
17 6 (2.04%) Java Solutions Architect
17 6 (2.04%) Software Developer
17 6 (2.04%) Web Developer
Libraries, Frameworks & Software Standards
1 176 (59.86%) Hibernate
2 108 (36.73%) HTML
3 94 (31.97%) CSS
4 83 (28.23%) Web Services
5 64 (21.77%) JSON
6 62 (21.09%) J2EE
7 55 (18.71%) RESTful
8 50 (17.01%) jQuery
9 46 (15.65%) HTML5
9 46 (15.65%) REST
10 44 (14.97%) JMS
11 38 (12.93%) AngularJS
12 34 (11.56%) Spring Security
13 30 (10.20%) Gherkin
13 30 (10.20%) XHTML
14 27 (9.18%) CSS3
14 27 (9.18%) JSP
14 27 (9.18%) SOAP
15 26 (8.84%) Drools
16 23 (7.82%) XML
Miscellaneous
1 48 (16.33%) Analytical Skills
2 23 (7.82%) Enterprise Software
3 22 (7.48%) User Experience
4 17 (5.78%) Computer Science
5 14 (4.76%) Virtual Team
6 13 (4.42%) Data Structures
6 13 (4.42%) Social Media
7 9 (3.06%) Equities
8 8 (2.72%) Algorithms
9 7 (2.38%) Derivative
10 5 (1.70%) Equity Derivative
10 5 (1.70%) Inversion of Control
11 4 (1.36%) Foreign Exchange (FX)
12 3 (1.02%) Mobile App
12 3 (1.02%) OTC Derivatives
13 2 (0.68%) Data Integration
13 2 (0.68%) Fixed Income
13 2 (0.68%) Hedge funds
13 2 (0.68%) SWIFT
14 1 (0.34%) Reference Data
Operating Systems
1 54 (18.37%) Unix
2 41 (13.95%) Linux
3 21 (7.14%) Android
4 18 (6.12%) Apple iOS
5 12 (4.08%) Windows
6 8 (2.72%) Ubuntu
7 4 (1.36%) Windows Server
8 1 (0.34%) Red Hat Enterprise Linux
Processes & Methodologies
1 201 (68.37%) Agile Software Development
2 86 (29.25%) Scrum
3 76 (25.85%) OO
4 73 (24.83%) Software Engineering
4 73 (24.83%) TDD
5 65 (22.11%) Unit Testing
6 59 (20.07%) BDD
7 57 (19.39%) Open Source
8 53 (18.03%) Continuous Integration
8 53 (18.03%) User Acceptance Testing
9 47 (15.99%) Mentoring
9 47 (15.99%) SDLC
10 46 (15.65%) SOA
11 41 (13.95%) Document Management
12 29 (9.86%) MVC
13 26 (8.84%) Web Development
14 25 (8.50%) OOD
15 24 (8.16%) Asset Management
16 21 (7.14%) Multithreading
16 21 (7.14%) Open Source Development
Programming Languages
1 294 (100.00%) Java
2 115 (39.12%) JavaScript
3 94 (31.97%) SQL
4 27 (9.18%) Python
5 24 (8.16%) Shell Script
6 19 (6.46%) Perl
7 14 (4.76%) XQuery
8 10 (3.40%) PL/SQL
9 8 (2.72%) C#
10 5 (1.70%) C++
10 5 (1.70%) Jython
10 5 (1.70%) PHP
10 5 (1.70%) PowerShell
11 4 (1.36%) Ruby
12 2 (0.68%) SPARQL
12 2 (0.68%) XPath
13 1 (0.34%) Groovy
13 1 (0.34%) Scala
13 1 (0.34%) T-SQL
Qualifications
1 66 (22.45%) Degree
2 22 (7.48%) Security Cleared
3 5 (1.70%) Sun Certification
Quality Assurance & Compliance
1 3 (1.02%) QA
2 2 (0.68%) ISO15022
2 2 (0.68%) ISO20022
System Software
1 4 (1.36%) Docker
1 4 (1.36%) Virtual Machines
Systems Management
1 4 (1.36%) Opscode Chef
2 3 (1.02%) Puppet
3 1 (0.34%) Control-M
Vendors
1 64 (21.77%) Oracle
2 60 (20.41%) Sybase
3 13 (4.42%) Cognos
4 10 (3.40%) FatWire
5 5 (1.70%) Cognizant
5 5 (1.70%) Sun
6 3 (1.02%) Apple
6 3 (1.02%) IBM
6 3 (1.02%) Terracotta
6 3 (1.02%) Thunderhead
7 2 (0.68%) Greenplum
7 2 (0.68%) Red Hat
7 2 (0.68%) Splunk
7 2 (0.68%) Talend
8 1 (0.34%) Adobe
8 1 (0.34%) Alterian
8 1 (0.34%) Percona
8 1 (0.34%) Perforce
8 1 (0.34%) SAP
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