Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Scrum skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scrum over the 6 months to 22 April 2018 with a comparison to the same period in the previous 2 years.

Scrum
Scotland > Glasgow
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 19 22 34
Rank change year-on-year +3 +12 -3
Permanent jobs citing Scrum 274 190 207
As % of all permanent IT jobs advertised in Glasgow 11.14% 10.06% 7.86%
As % of the Processes & Methodologies category 11.77% 10.87% 8.47%
Number of salaries quoted 188 84 123
Glasgow median annual salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.67% - -
10th Percentile £37,500 £33,750 £31,400
90th Percentile £73,750 £58,750 £70,000
Scotland median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - -

Scrum is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,328 1,748 2,444
As % of all permanent IT jobs advertised in Glasgow 94.67% 92.58% 92.79%
Number of salaries quoted 1,627 1,044 1,479
Glasgow median annual salary £48,000 £45,000 £42,500
Median salary % change year-on-year +6.67% +5.88% -
10th Percentile £31,250 £29,750 £28,236
90th Percentile £71,250 £66,250 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

Scrum
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Scrum in Glasgow

Scrum
Salary Trend in Glasgow

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

Salary trend for Scrum in Glasgow

Scrum
Salary Histogram in Glasgow

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

Salary histogram for Scrum in Glasgow

For the 6 months to 22 April 2018, IT jobs citing Scrum 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 Scrum.

1 254 (92.70%) Agile Software Development
2 152 (55.47%) TDD
3 146 (53.28%) Java
4 120 (43.80%) BDD
5 86 (31.39%) SQL
6 80 (29.20%) Test Automation
7 72 (26.28%) JavaScript
8 62 (22.63%) Python
9 61 (22.26%) SDLC
10 58 (21.17%) Finance
11 54 (19.71%) C#
12 52 (18.98%) Multithreading
12 52 (18.98%) Spring
12 52 (18.98%) Concurrent Programming
13 47 (17.15%) .NET
14 45 (16.42%) Oracle
15 44 (16.06%) Software Delivery
16 43 (15.69%) Continuous Integration
16 43 (15.69%) Kanban
17 42 (15.33%) HTML
18 40 (14.60%) Banking
19 38 (13.87%) NoSQL
20 37 (13.50%) Greenfield Project
20 37 (13.50%) Software Engineering
20 37 (13.50%) Web Services
21 35 (12.77%) Git (software)
22 34 (12.41%) AngularJS
23 33 (12.04%) Jenkins
24 32 (11.68%) Big Data
24 32 (11.68%) REST

Scrum
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 22 (8.03%) JBoss
2 19 (6.93%) Tomcat
3 14 (5.11%) Confluence
4 13 (4.74%) WebLogic
5 10 (3.65%) GemFire
5 10 (3.65%) WebSphere
6 9 (3.28%) Jetty
7 6 (2.19%) Apache
8 5 (1.82%) OpenStack
9 4 (1.46%) CloudStack
10 3 (1.09%) IIS
11 1 (0.36%) Alfresco
11 1 (0.36%) Elasticsearch
11 1 (0.36%) nginx
11 1 (0.36%) Oracle Coherence
11 1 (0.36%) SharePoint
11 1 (0.36%) Tornado
11 1 (0.36%) WebSphere Application Server
Applications
1 4 (1.46%) Mingle
2 2 (0.73%) Microsoft Project
3 1 (0.36%) MS Visio
Business Applications
1 1 (0.36%) Magento
Cloud Services
1 23 (8.39%) Amazon AWS
1 23 (8.39%) Microsoft Azure
2 9 (3.28%) Amazon SQS
2 9 (3.28%) Google Cloud Platform
3 4 (1.46%) SaaS
4 3 (1.09%) GitHub
5 2 (0.73%) Cloud Computing
6 1 (0.36%) Amazon EC2
6 1 (0.36%) Force.com
6 1 (0.36%) PaaS
Communications & Networking
1 9 (3.28%) AMQP
1 9 (3.28%) HTTP
2 2 (0.73%) Internet
3 1 (0.36%) DNS
3 1 (0.36%) Firewall
3 1 (0.36%) Kerberos
Database & Business Intelligence
1 38 (13.87%) NoSQL
2 32 (11.68%) Big Data
3 30 (10.95%) Relational Database
4 28 (10.22%) Oracle Database
5 26 (9.49%) RDBMS
6 22 (8.03%) SQL Server
7 20 (7.30%) Apache Cassandra
8 18 (6.57%) MongoDB
9 10 (3.65%) Hadoop
10 9 (3.28%) Cosmos DB
10 9 (3.28%) Couchbase
10 9 (3.28%) CouchDB
10 9 (3.28%) Oracle Database 10g
10 9 (3.28%) Oracle Database 11g
10 9 (3.28%) Oracle Database 12c
10 9 (3.28%) Redis
10 9 (3.28%) Riak
10 9 (3.28%) TKPROF
11 3 (1.09%) MySQL
11 3 (1.09%) Oracle Reports
Development Applications
1 35 (12.77%) Git (software)
2 33 (12.04%) Jenkins
3 32 (11.68%) JIRA
4 31 (11.31%) Maven
5 27 (9.85%) Selenium
6 26 (9.49%) JUnit
7 14 (5.11%) Cucumber
7 14 (5.11%) Visual Studio
8 9 (3.28%) FitNesse
8 9 (3.28%) Toad
8 9 (3.28%) Vagrant
9 6 (2.19%) Ant
9 6 (2.19%) Gradle
9 6 (2.19%) TeamCity
10 5 (1.82%) JMeter
10 5 (1.82%) Subversion
11 4 (1.46%) JBehave
12 3 (1.09%) Bitbucket
12 3 (1.09%) Jasmine
12 3 (1.09%) Octopus Deploy
General
1 58 (21.17%) Finance
2 40 (14.60%) Banking
3 10 (3.65%) Investment Banking
4 5 (1.82%) Local Government
5 4 (1.46%) Games
6 3 (1.09%) Front Office
6 3 (1.09%) Law
6 3 (1.09%) Retail
7 2 (0.73%) Legal
7 2 (0.73%) Private Banking
8 1 (0.36%) Advertising
8 1 (0.36%) Back Office
Job Titles
1 165 (60.22%) Developer
2 63 (22.99%) Senior Developer
3 59 (21.53%) Java Developer
4 37 (13.50%) Python Developer
5 25 (9.12%) Analyst
5 25 (9.12%) Scrum Master
5 25 (9.12%) Senior Java Developer
6 24 (8.76%) Software Developer
7 20 (7.30%) Business Analyst
8 19 (6.93%) C# Developer
9 18 (6.57%) Lead Developer
10 17 (6.20%) Software Engineer
11 14 (5.11%) Senior Python Developer
12 13 (4.74%) Lead Software Engineer
13 12 (4.38%) Agile Coach
14 11 (4.01%) .NET Developer
14 11 (4.01%) JavaScript Developer
15 10 (3.65%) Agile Scrum Master
15 10 (3.65%) Senior JavaScript Developer
16 9 (3.28%) Java Engineer
Libraries, Frameworks & Software Standards
1 52 (18.98%) Spring
2 47 (17.15%) .NET
3 42 (15.33%) HTML
4 37 (13.50%) Web Services
5 34 (12.41%) AngularJS
6 32 (11.68%) REST
7 31 (11.31%) ASP.NET
8 30 (10.95%) Hibernate
9 22 (8.03%) JSON
10 21 (7.66%) Entity Framework
11 19 (6.93%) CSS
12 18 (6.57%) RabbitMQ
13 17 (6.20%) XML
14 16 (5.84%) .NET Framework
14 16 (5.84%) Flask
15 15 (5.47%) ASP.NET MVC
15 15 (5.47%) Django
16 14 (5.11%) ASP.NET Web API
16 14 (5.11%) JMS
17 13 (4.74%) HTML5
Miscellaneous
1 37 (13.50%) Greenfield Project
2 22 (8.03%) Enterprise Software
3 15 (5.47%) Robotics
4 10 (3.65%) Algorithms
5 9 (3.28%) Virtual Team
6 7 (2.55%) User Experience
7 6 (2.19%) Analytical Skills
8 5 (1.82%) Computer Science
9 3 (1.09%) Mainframe
9 3 (1.09%) Mobile App
10 2 (0.73%) Derivative
10 2 (0.73%) Internet of Things
10 2 (0.73%) OTC Derivatives
10 2 (0.73%) Social Media
11 1 (0.36%) Data Structures
Operating Systems
1 12 (4.38%) Unix
2 9 (3.28%) Linux
3 7 (2.55%) Windows
4 4 (1.46%) Windows Server 2012
5 2 (0.73%) Android
5 2 (0.73%) Apple iOS
6 1 (0.36%) CentOS
6 1 (0.36%) Mac OS
6 1 (0.36%) Ubuntu
6 1 (0.36%) Windows Phone
Processes & Methodologies
1 254 (92.70%) Agile Software Development
2 152 (55.47%) TDD
3 120 (43.80%) BDD
4 80 (29.20%) Test Automation
5 61 (22.26%) SDLC
6 52 (18.98%) Concurrent Programming
6 52 (18.98%) Multithreading
7 44 (16.06%) Software Delivery
8 43 (15.69%) Continuous Integration
8 43 (15.69%) Kanban
9 37 (13.50%) Software Engineering
10 27 (9.85%) MVC
11 24 (8.76%) Unit Testing
12 20 (7.30%) Deployment Automation
12 20 (7.30%) Machine Learning
13 19 (6.93%) OO
13 19 (6.93%) Problem-Solving
14 18 (6.57%) DevOps
15 17 (6.20%) Coaching
16 16 (5.84%) Mentoring
Programming Languages
1 146 (53.28%) Java
2 86 (31.39%) SQL
3 72 (26.28%) JavaScript
4 62 (22.63%) Python
5 54 (19.71%) C#
6 26 (9.49%) Ruby
7 14 (5.11%) Bash Shell
8 11 (4.01%) C++
9 10 (3.65%) PL/SQL
10 7 (2.55%) Shell Script
11 6 (2.19%) Java 8
11 6 (2.19%) T-SQL
12 5 (1.82%) Clojure
13 3 (1.09%) Scala
14 2 (0.73%) Apple Swift
14 2 (0.73%) PHP
14 2 (0.73%) TypeScript
15 1 (0.36%) F#
15 1 (0.36%) Haskell
15 1 (0.36%) Jython
Qualifications
1 13 (4.74%) Degree
2 5 (1.82%) BPSS Clearance
3 4 (1.46%) ISEB
4 3 (1.09%) TOGAF Certification
5 2 (0.73%) ISTQB
5 2 (0.73%) PMP
6 1 (0.36%) Computer Science Degree
Quality Assurance & Compliance
1 21 (7.66%) QA
2 2 (0.73%) Dodd-Frank
2 2 (0.73%) EMIR
2 2 (0.73%) MiFID
System Software
1 12 (4.38%) Docker
2 5 (1.82%) vSphere
3 4 (1.46%) VMware Infrastructure
3 4 (1.46%) Xen
3 4 (1.46%) XenServer
4 1 (0.36%) Active Directory
4 1 (0.36%) Apache ZooKeeper
4 1 (0.36%) NFS
4 1 (0.36%) VirtualBox
Systems Management
1 17 (6.20%) Opscode Chef
1 17 (6.20%) Puppet
2 15 (5.47%) Ansible
3 14 (5.11%) Cobbler
4 5 (1.82%) Tivoli
5 2 (0.73%) ServiceCenter
6 1 (0.36%) HAProxy
6 1 (0.36%) logstash
Vendors
1 45 (16.42%) Oracle
2 14 (5.11%) IBM
3 11 (4.01%) Informatica
4 10 (3.65%) Microsoft
5 9 (3.28%) Google
5 9 (3.28%) TIBCO
6 7 (2.55%) VMware
7 4 (1.46%) EnterpriseDB
7 4 (1.46%) Salesforce.com
8 3 (1.09%) Citrix
8 3 (1.09%) HP
8 3 (1.09%) Xamarin
9 2 (0.73%) Perforce
10 1 (0.36%) McAfee
10 1 (0.36%) NetApp
10 1 (0.36%) Red Hat
10 1 (0.36%) Reuters
10 1 (0.36%) Sybase
10 1 (0.36%) Symantec
10 1 (0.36%) Zend