The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Spring skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Spring over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Pivotal Software Spring Framework
Scotland / Glasgow
Rank 21 34 23
Rank change year-on-year +13 -11  
Contract jobs citing Spring 36 21 50
As % of all contract IT jobs advertised in Glasgow 6.88% 3.69% 6.18%
As % of the Libraries, Frameworks & Software Standards category 20.93% 13.55% 26.32%
Number of daily rates quoted 21 15 35
Median daily rate £358 £300 £440
Median daily rate % change year-on-year +19.16% -31.81%  
90% offered a daily rate of more than £310 £265 £363
10% offered a daily rate of more than £425 £414 £520
UK excluding London median daily rate £410 £400 £380
% change year-on-year +2.50% +5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £57.00 £46.50
% change year-on-year -3.50% +22.58%  

Spring is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for industry standards, technical specifications and software library and framework skills.

Contract Software Library & Framework Skills
Glasgow
Contract job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 172 155 190
As % of all contract IT job vacancies advertised in Glasgow 32.89% 27.24% 23.49%
Number of daily rates quoted 99 88 118
Median daily rate £350 £300 £400
Median daily rate % change year-on-year +16.66% -25.00%  
90% offered a daily rate of more than £320 £225 £300
10% offered a daily rate of more than £377 £375 £450
UK excluding London median daily rate £375 £363 £350
% change year-on-year +3.44% +3.57%  
Number of hourly rates quoted 2 0 2
Median hourly rate £16.61 - £17.50
UK excluding London median hourly rate £40.00 £38.00 £36.00
% change year-on-year +5.26% +5.55%  

Spring
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Spring as a proportion of all contract or permanent IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Spring in Glasgow

Spring
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Spring in Glasgow.

Contractor daily rate trend for Spring in Glasgow

Spring
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Spring in Glasgow over the 3 months to 24 March 2017.

Contractor daily rate histogram for Spring in Glasgow

Spring
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 March 2017, IT contractor jobs citing Spring also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for Spring.

1 51 (98.08%) Java
2 40 (76.92%) Agile Software Development
3 22 (42.31%) SQL
3 22 (42.31%) SOAP
3 22 (42.31%) Microservices
4 20 (38.46%) Banking
5 19 (36.54%) Hibernate
6 18 (34.62%) Unix
6 18 (34.62%) JMS
6 18 (34.62%) Relational Database
7 16 (30.77%) Scrum
8 15 (28.85%) DB2
9 14 (26.92%) XML
9 14 (26.92%) OO
9 14 (26.92%) Finance
9 14 (26.92%) REST
10 13 (25.00%) Linux
10 13 (25.00%) TDD
10 13 (25.00%) Maven
11 12 (23.08%) IBM
11 12 (23.08%) AngularJS
12 11 (21.15%) Git (software)
12 11 (21.15%) Jenkins
12 11 (21.15%) IBM Operational Decision Manager
12 11 (21.15%) OOA/OOD
12 11 (21.15%) JUnit
13 10 (19.23%) Oracle
13 10 (19.23%) Shell Script
13 10 (19.23%) JSON
13 10 (19.23%) Unit Testing

Spring
Top Related IT Skills in Glasgow 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 9 (17.31%) Elasticsearch
2 8 (15.38%) Confluence
3 4 (7.69%) Apache
3 4 (7.69%) Tomcat
4 2 (3.85%) Oracle SOA Suite
4 2 (3.85%) WebSphere
4 2 (3.85%) WebSphere Application Server
5 1 (1.92%) CMS
5 1 (1.92%) JBoss
5 1 (1.92%) Oracle Coherence
5 1 (1.92%) Oracle Workflow
5 1 (1.92%) Umbraco
5 1 (1.92%) WebLogic
Business Applications
1 11 (21.15%) IBM Operational Decision Manager
2 1 (1.92%) Oracle BPM
Cloud Services
1 2 (3.85%) Amazon AWS
1 2 (3.85%) GitHub
2 1 (1.92%) Amazon EC2
2 1 (1.92%) Amazon S3
2 1 (1.92%) Amazon SQS
Communications & Networking
1 2 (3.85%) HTTP
Database & Business Intelligence
1 18 (34.62%) Relational Database
2 15 (28.85%) DB2
3 8 (15.38%) RDBMS
4 5 (9.62%) Oracle Database
4 5 (9.62%) Oracle Database 11g
5 4 (7.69%) MongoDB
5 4 (7.69%) Oracle Database 12c
6 3 (5.77%) NoSQL
7 2 (3.85%) KDB
7 2 (3.85%) Kdb+
7 2 (3.85%) MySQL
7 2 (3.85%) SQL Server
8 1 (1.92%) Apache Cassandra
8 1 (1.92%) HSQLDB
8 1 (1.92%) MarkLogic
8 1 (1.92%) Oracle Database 10g
Development Applications
1 13 (25.00%) Maven
2 11 (21.15%) Git (software)
2 11 (21.15%) Jenkins
2 11 (21.15%) JUnit
3 10 (19.23%) Gradle
4 8 (15.38%) Ant
4 8 (15.38%) Hudson
5 3 (5.77%) Mockito
5 3 (5.77%) Subversion
6 2 (3.85%) Bitbucket
6 2 (3.85%) Concordion
6 2 (3.85%) Cucumber
6 2 (3.85%) Eclipse
6 2 (3.85%) Jasmine
6 2 (3.85%) JBehave
6 2 (3.85%) Selenium
7 1 (1.92%) IntelliJ
7 1 (1.92%) JIRA
7 1 (1.92%) Karma Test Runner
7 1 (1.92%) Team Foundation Server
General
1 20 (38.46%) Banking
2 14 (26.92%) Finance
3 1 (1.92%) Publishing
Job Titles
1 48 (92.31%) Developer
2 46 (88.46%) Java Developer
3 3 (5.77%) Senior Developer
3 3 (5.77%) Senior Java Developer
4 2 (3.85%) Designer
4 2 (3.85%) DevOps Engineer
4 2 (3.85%) Java Software Developer
4 2 (3.85%) Senior Designer
4 2 (3.85%) Software Developer
5 1 (1.92%) Agile Developer
5 1 (1.92%) Agile Java Developer
5 1 (1.92%) Angular Developer
5 1 (1.92%) Automation Tester
5 1 (1.92%) Core Java Developer
5 1 (1.92%) Front End Developer (Client-Side Developer)
5 1 (1.92%) Front End Java Developer (Client-Side Java Developer)
5 1 (1.92%) Operations Engineer
5 1 (1.92%) Scala Developer
5 1 (1.92%) UI Developer
5 1 (1.92%) Umbraco Developer
Libraries, Frameworks & Software Standards
1 22 (42.31%) SOAP
2 19 (36.54%) Hibernate
3 18 (34.62%) JMS
4 14 (26.92%) REST
4 14 (26.92%) XML
5 12 (23.08%) AngularJS
6 10 (19.23%) JSON
7 8 (15.38%) Web Services
8 7 (13.46%) CSS
8 7 (13.46%) HTML
8 7 (13.46%) Protocol Buffers
9 6 (11.54%) J2SE
10 4 (7.69%) Angular 2
10 4 (7.69%) Ext JS
10 4 (7.69%) J2EE
10 4 (7.69%) Spring Boot
10 4 (7.69%) Spring Integration
11 3 (5.77%) jQuery
11 3 (5.77%) MyBatis
12 2 (3.85%) ActiveMQ
Miscellaneous
1 8 (15.38%) Wiki
2 2 (3.85%) Analytical Skills
2 2 (3.85%) Computer Science
2 2 (3.85%) DataPower
2 2 (3.85%) Derivative
2 2 (3.85%) Enterprise Software
2 2 (3.85%) OTC Derivatives
3 1 (1.92%) Equity Derivative
Operating Systems
1 18 (34.62%) Unix
2 13 (25.00%) Linux
3 2 (3.85%) Red Hat Enterprise Linux
3 2 (3.85%) Windows
Processes & Methodologies
1 40 (76.92%) Agile Software Development
2 22 (42.31%) Microservices
3 16 (30.77%) Scrum
4 14 (26.92%) OO
5 13 (25.00%) TDD
6 11 (21.15%) OOA/OOD
7 10 (19.23%) Unit Testing
8 9 (17.31%) Translating Business Requirements
9 8 (15.38%) Continuous Integration
9 8 (15.38%) SOA
9 8 (15.38%) Stakeholder Management
10 6 (11.54%) Enterprise Architecture
10 6 (11.54%) Refactoring
10 6 (11.54%) Software Engineering
11 5 (9.62%) Domain-Driven Design
11 5 (9.62%) OOD
11 5 (9.62%) Test Automation
12 4 (7.69%) Multithreading
12 4 (7.69%) MVC
12 4 (7.69%) User Acceptance Testing
Programming Languages
1 51 (98.08%) Java
2 22 (42.31%) SQL
3 10 (19.23%) Shell Script
4 5 (9.62%) JavaScript
5 2 (3.85%) Perl
5 2 (3.85%) PowerShell
5 2 (3.85%) XPath
5 2 (3.85%) XQuery
6 1 (1.92%) C#
6 1 (1.92%) Scala
6 1 (1.92%) T-SQL
6 1 (1.92%) VBA
Qualifications
1 1 (1.92%) Degree
1 1 (1.92%) SC Cleared
1 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 5 (9.62%) Dodd-Frank
1 5 (9.62%) MiFID
2 4 (7.69%) EMIR
System Software
1 4 (7.69%) Docker
Vendors
1 12 (23.08%) IBM
2 10 (19.23%) Oracle
3 8 (15.38%) Perforce
3 8 (15.38%) Sybase
4 2 (3.85%) Red Hat
5 1 (1.92%) Reuters
5 1 (1.92%) Twitter
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