Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 July 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Glasgow
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 26 32 32
Rank change year-on-year +6 0 -3
Permanent jobs citing Spring 236 182 216
As % of all permanent IT jobs advertised in Glasgow 9.73% 8.15% 8.37%
As % of the Libraries, Frameworks & Software Standards category 20.67% 18.46% 17.97%
Number of salaries quoted 175 74 125
Glasgow median annual salary £52,500 £57,500 £45,000
Median salary % change year-on-year -8.70% +27.78% -5.26%
10th Percentile £37,500 £37,500 £38,000
90th Percentile £70,000 £75,000 £70,000
Scotland median annual salary £52,500 £47,500 £45,000
% change year-on-year +10.53% +5.56% -

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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,142 986 1,202
As % of all permanent IT jobs advertised in Glasgow 47.07% 44.18% 46.55%
Number of salaries quoted 834 602 594
Glasgow median annual salary £47,500 £45,000 £40,500
Median salary % change year-on-year +5.56% +11.11% -4.71%
10th Percentile £32,500 £28,250 £28,750
90th Percentile £70,000 £72,500 £60,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Spring
Job Vacancy Trend in Glasgow

Job postings citing Spring as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Spring in Glasgow

Spring
Salary Trend in Glasgow

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

Salary trend for Spring in Glasgow

Spring
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Spring in Glasgow over the 6 months to 22 July 2018.

Salary histogram for Spring in Glasgow

For the 6 months to 22 July 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 Glasgow region with a requirement for Spring.

1 219 (92.80%) Java
2 172 (72.88%) Hibernate
3 144 (61.02%) Agile Software Development
4 124 (52.54%) Maven
5 118 (50.00%) SQL
6 115 (48.73%) SDLC
7 114 (48.31%) Finance
8 111 (47.03%) HTML
9 104 (44.07%) OO
9 104 (44.07%) NoSQL
10 102 (43.22%) Python
10 102 (43.22%) TDD
11 98 (41.53%) AngularJS
12 95 (40.25%) JavaScript
13 88 (37.29%) Docker
14 83 (35.17%) Ansible
15 82 (34.75%) Hadoop
16 78 (33.05%) Puppet
17 76 (32.20%) Oracle
18 69 (29.24%) Enterprise Software
18 69 (29.24%) Collaborative Working
19 66 (27.97%) PostgreSQL
20 64 (27.12%) MySQL
20 64 (27.12%) PHP
21 63 (26.69%) OOP
22 49 (20.76%) Git (software)
23 47 (19.92%) Web Services
24 44 (18.64%) Test Automation
25 43 (18.22%) JUnit
26 40 (16.95%) REST

Spring
Co-occurring 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 23 (9.75%) JBoss
2 22 (9.32%) Tomcat
3 21 (8.90%) Apache Spark
4 15 (6.36%) Elasticsearch
4 15 (6.36%) Jetty
5 12 (5.08%) WebLogic
6 9 (3.81%) GemFire
7 5 (2.12%) WebSphere
8 2 (0.85%) Apache
8 2 (0.85%) Oracle SOA Suite
9 1 (0.42%) Apache Pig
9 1 (0.42%) Apache Qpid
9 1 (0.42%) Apache Solr
9 1 (0.42%) Cloud Foundry
9 1 (0.42%) IIS
9 1 (0.42%) nginx
9 1 (0.42%) OpenStack
9 1 (0.42%) Tornado
Cloud Services
1 7 (2.97%) Amazon AWS
2 5 (2.12%) Cloud Computing
2 5 (2.12%) Microsoft Azure
3 4 (1.69%) GitHub
4 3 (1.27%) SaaS
5 1 (0.42%) AWS Lambda
5 1 (0.42%) OpenShift
5 1 (0.42%) Serverless
Communications & Networking
1 5 (2.12%) Internet
2 4 (1.69%) AMQP
3 2 (0.85%) Intranet
3 2 (0.85%) SNMP
4 1 (0.42%) SSH
4 1 (0.42%) SSL
Database & Business Intelligence
1 104 (44.07%) NoSQL
2 82 (34.75%) Hadoop
3 66 (27.97%) PostgreSQL
4 64 (27.12%) MySQL
5 32 (13.56%) Relational Database
6 29 (12.29%) DB2
7 28 (11.86%) RDBMS
8 24 (10.17%) Apache Cassandra
8 24 (10.17%) Big Data
8 24 (10.17%) MongoDB
9 13 (5.51%) Couchbase
9 13 (5.51%) Redis
10 12 (5.08%) Riak
11 11 (4.66%) MarkLogic
11 11 (4.66%) Sybase ASE
12 9 (3.81%) KDB
13 7 (2.97%) Oracle Database
14 4 (1.69%) Oracle Database 10g
14 4 (1.69%) Oracle Database 11g
15 3 (1.27%) SQL Server
Development Applications
1 124 (52.54%) Maven
2 49 (20.76%) Git (software)
3 43 (18.22%) JUnit
4 28 (11.86%) Cucumber
4 28 (11.86%) Eclipse
5 27 (11.44%) Subversion
6 26 (11.02%) Jenkins
7 24 (10.17%) Selenium
8 22 (9.32%) Gradle
9 18 (7.63%) Mockito
10 17 (7.20%) Bitbucket
11 13 (5.51%) FitNesse
12 12 (5.08%) Vagrant
13 9 (3.81%) JIRA
14 7 (2.97%) Hudson
15 4 (1.69%) Ant
16 3 (1.27%) Grunt
16 3 (1.27%) Jasmine
16 3 (1.27%) webpack
17 2 (0.85%) Rational Team Concert
General
1 114 (48.31%) Finance
2 10 (4.24%) Banking
3 8 (3.39%) Investment Banking
4 2 (0.85%) Advertising
4 2 (0.85%) Law
4 2 (0.85%) Legal
4 2 (0.85%) Multimedia
5 1 (0.42%) Financial Institution
5 1 (0.42%) Front Office
5 1 (0.42%) Games
5 1 (0.42%) Publishing
Job Titles
1 182 (77.12%) Developer
2 163 (69.07%) Java Developer
3 32 (13.56%) Senior Developer
3 32 (13.56%) Senior Java Developer
4 22 (9.32%) Technical Leader
5 21 (8.90%) Java Engineer
5 21 (8.90%) Software Engineer
6 18 (7.63%) Java Software Engineer
7 16 (6.78%) Web Developer
8 13 (5.51%) Lead Developer
8 13 (5.51%) Lead Java Developer
8 13 (5.51%) Python Developer
9 12 (5.08%) Senior Python Developer
10 9 (3.81%) Consultant
11 8 (3.39%) Java Consultant
12 7 (2.97%) Python Engineer
12 7 (2.97%) Python Software Engineer
13 6 (2.54%) C++ Software Engineer
13 6 (2.54%) Java Software Developer
13 6 (2.54%) Objective-C Engineer
Libraries, Frameworks & Software Standards
1 172 (72.88%) Hibernate
2 111 (47.03%) HTML
3 98 (41.53%) AngularJS
4 47 (19.92%) Web Services
5 40 (16.95%) REST
6 39 (16.53%) HTML5
7 38 (16.10%) SOAP
8 32 (13.56%) CSS
9 28 (11.86%) J2EE
9 28 (11.86%) JMS
10 25 (10.59%) React
11 23 (9.75%) Spring MVC
12 21 (8.90%) Struts
13 19 (8.05%) CSS3
14 18 (7.63%) Spring Boot
15 16 (6.78%) Drools
16 12 (5.08%) XML
17 11 (4.66%) Apache Flex
18 9 (3.81%) Java EE
19 7 (2.97%) jQuery
Miscellaneous
1 69 (29.24%) Enterprise Software
2 14 (5.93%) Analytical Skills
2 14 (5.93%) User Experience
3 13 (5.51%) Greenfield Project
4 6 (2.54%) Mobile App
5 4 (1.69%) Computer Science
6 2 (0.85%) Algorithms
6 2 (0.85%) Cloud Native
6 2 (0.85%) Clustering
6 2 (0.85%) Derivative
6 2 (0.85%) Equity Derivative
6 2 (0.85%) Fintech
6 2 (0.85%) OTC Derivatives
6 2 (0.85%) Self-Motivation
7 1 (0.42%) Analytical Mindset
7 1 (0.42%) AS400
7 1 (0.42%) Data Structures
7 1 (0.42%) Internet of Things
7 1 (0.42%) Private Cloud
7 1 (0.42%) Virtual Team
Operating Systems
1 34 (14.41%) Unix
2 26 (11.02%) Linux
3 6 (2.54%) Apple iOS
4 2 (0.85%) Windows
5 1 (0.42%) DC/OS
5 1 (0.42%) Mac OS
Processes & Methodologies
1 144 (61.02%) Agile Software Development
2 115 (48.73%) SDLC
3 104 (44.07%) OO
4 102 (43.22%) TDD
5 69 (29.24%) Collaborative Working
6 63 (26.69%) OOP
7 44 (18.64%) Test Automation
8 38 (16.10%) Continuous Integration
9 37 (15.68%) Microservices
10 36 (15.25%) Multithreading
10 36 (15.25%) Software Engineering
11 34 (14.41%) Scrum
12 32 (13.56%) BDD
13 31 (13.14%) Mentoring
14 29 (12.29%) Problem-Solving
15 27 (11.44%) MVC
16 21 (8.90%) SOA
17 20 (8.47%) Concurrent Programming
17 20 (8.47%) OOD
17 20 (8.47%) Web Development
Programming Languages
1 219 (92.80%) Java
2 118 (50.00%) SQL
3 102 (43.22%) Python
4 95 (40.25%) JavaScript
5 64 (27.12%) PHP
6 25 (10.59%) Java 8
7 16 (6.78%) Bash Shell
8 14 (5.93%) Shell Script
9 13 (5.51%) Ruby
10 12 (5.08%) C++
11 11 (4.66%) XQuery
12 8 (3.39%) Perl
13 6 (2.54%) C#
13 6 (2.54%) Objective-C
14 3 (1.27%) PL/SQL
14 3 (1.27%) PowerShell
14 3 (1.27%) Scala
15 1 (0.42%) Erlang
15 1 (0.42%) F#
15 1 (0.42%) Haskell
Qualifications
1 22 (9.32%) Degree
2 5 (2.12%) Security Cleared
3 4 (1.69%) Computer Science Degree
4 1 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 6 (2.54%) QA
2 2 (0.85%) Dodd-Frank
2 2 (0.85%) EMIR
2 2 (0.85%) MiFID
System Software
1 88 (37.29%) Docker
2 4 (1.69%) VMware Infrastructure
3 1 (0.42%) Apache ZooKeeper
3 1 (0.42%) VirtualBox
Systems Management
1 83 (35.17%) Ansible
2 78 (33.05%) Puppet
3 16 (6.78%) Opscode Chef
4 12 (5.08%) Cobbler
5 4 (1.69%) Kubernetes
6 2 (0.85%) Rancher
7 1 (0.42%) Control-M
7 1 (0.42%) HAProxy
7 1 (0.42%) logstash
7 1 (0.42%) Marathon
7 1 (0.42%) Mesos
Vendors
1 76 (32.20%) Oracle
2 37 (15.68%) Sybase
3 11 (4.66%) IBM
4 4 (1.69%) TIBCO
4 4 (1.69%) VMware
5 3 (1.27%) Informatica
6 2 (0.85%) Atlassian
6 2 (0.85%) Cognizant
6 2 (0.85%) Google
6 2 (0.85%) Perforce
6 2 (0.85%) Yahoo!
7 1 (0.42%) Progress
7 1 (0.42%) Splunk
7 1 (0.42%) Twitter