Period
to 18 January 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Scrum
Scotland > Glasgow
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 9 24 31
Rank change year-on-year +15 +7 -1
Permanent jobs citing Scrum 359 173 207
As % of all permanent IT jobs advertised in Glasgow 16.27% 9.07% 7.89%
As % of the Processes & Methodologies category 17.65% 9.84% 8.64%
Number of salaries quoted 209 89 121
Glasgow median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -7.69%
10th Percentile £34,475 £31,250 £31,250
90th Percentile £72,500 £55,000 £57,500
Scotland median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +4.65%

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 2,034 1,759 2,395
As % of all permanent IT jobs advertised in Glasgow 92.20% 92.19% 91.24%
Number of salaries quoted 1,349 1,020 1,507
Glasgow median annual salary £47,500 £43,000 £42,500
Median salary % change year-on-year +10.47% +1.18% +6.25%
10th Percentile £31,500 £30,000 £28,750
90th Percentile £67,500 £60,000 £60,000
Scotland median annual salary £45,000 £44,625 £42,500
% change year-on-year +0.84% +5.00% -

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 18 January 2018.

Salary histogram for Scrum in Glasgow

For the 6 months to 18 January 2018, IT jobs citing Scrum 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 Glasgow region with a requirement for Scrum.

1 351 (97.77%) Agile Software Development
2 227 (63.23%) TDD
3 168 (46.80%) Java
4 127 (35.38%) JavaScript
5 126 (35.10%) BDD
6 93 (25.91%) Test Automation
7 89 (24.79%) SQL
8 85 (23.68%) Continuous Integration
9 82 (22.84%) Spring
10 80 (22.28%) C#
10 80 (22.28%) HTML
11 75 (20.89%) .NET
12 71 (19.78%) Multithreading
12 71 (19.78%) Concurrent Programming
13 65 (18.11%) Kanban
14 64 (17.83%) Python
15 62 (17.27%) Oracle
16 59 (16.43%) NoSQL
17 58 (16.16%) SQL Server
18 56 (15.60%) Hibernate
19 55 (15.32%) MVC
20 54 (15.04%) SDLC
21 52 (14.48%) Software Delivery
22 51 (14.21%) ASP.NET
23 43 (11.98%) Software Engineering
23 43 (11.98%) REST
23 43 (11.98%) ASP.NET MVC
24 42 (11.70%) Big Data
24 42 (11.70%) Finance
25 41 (11.42%) Visual Studio

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 35 (9.75%) Tomcat
2 32 (8.91%) JBoss
3 24 (6.69%) WebLogic
4 22 (6.13%) WebSphere
5 20 (5.57%) Jetty
6 9 (2.51%) Confluence
7 7 (1.95%) Apache
8 6 (1.67%) GemFire
9 4 (1.11%) CloudStack
9 4 (1.11%) OpenStack
10 3 (0.84%) Apache Spark
10 3 (0.84%) IIS
10 3 (0.84%) SharePoint
11 2 (0.56%) Oracle Coherence
11 2 (0.56%) WebSphere Application Server
12 1 (0.28%) Alfresco
12 1 (0.28%) IBM HTTP Server
Applications
1 7 (1.95%) MS Visio
2 6 (1.67%) Microsoft Office
3 2 (0.56%) EngageOne
3 2 (0.56%) Microsoft Project
3 2 (0.56%) Mingle
Business Applications
1 2 (0.56%) Oracle BPM
2 1 (0.28%) AquaLogic BPM
2 1 (0.28%) Magento
2 1 (0.28%) Remedy ITSM
Cloud Services
1 39 (10.86%) Amazon AWS
2 28 (7.80%) Microsoft Azure
3 14 (3.90%) GitHub
4 6 (1.67%) Amazon SQS
4 6 (1.67%) Google Cloud Platform
5 3 (0.84%) Amazon EC2
6 2 (0.56%) Cloud Computing
7 1 (0.28%) SaaS
7 1 (0.28%) SuccessFactors
Communications & Networking
1 20 (5.57%) AMQP
2 11 (3.06%) Internet
3 7 (1.95%) HTTP
4 1 (0.28%) HTTPS
4 1 (0.28%) SSL
Database & Business Intelligence
1 59 (16.43%) NoSQL
2 58 (16.16%) SQL Server
3 42 (11.70%) Big Data
4 35 (9.75%) MongoDB
5 32 (8.91%) Oracle Database
6 29 (8.08%) Relational Database
7 27 (7.52%) Redis
8 26 (7.24%) RDBMS
9 21 (5.85%) Hadoop
10 20 (5.57%) Couchbase
10 20 (5.57%) Riak
11 15 (4.18%) Apache Cassandra
12 9 (2.51%) Oracle Database 10g
12 9 (2.51%) Oracle Database 11g
12 9 (2.51%) Oracle Database 12c
12 9 (2.51%) TKPROF
13 7 (1.95%) MySQL
13 7 (1.95%) Qlik Sense
14 6 (1.67%) Cosmos DB
14 6 (1.67%) CouchDB
Development Applications
1 41 (11.42%) Visual Studio
2 40 (11.14%) JIRA
3 37 (10.31%) Git (software)
4 35 (9.75%) Jenkins
5 30 (8.36%) Selenium
6 26 (7.24%) JUnit
7 24 (6.69%) Cucumber
8 23 (6.41%) Maven
9 22 (6.13%) Vagrant
10 20 (5.57%) FitNesse
11 12 (3.34%) Bitbucket
11 12 (3.34%) Team Foundation Server
11 12 (3.34%) Toad
12 11 (3.06%) Mockito
13 7 (1.95%) DbUnit
13 7 (1.95%) jMock
13 7 (1.95%) SonarQube
14 5 (1.39%) Ant
14 5 (1.39%) Gradle
15 4 (1.11%) Octopus Deploy
General
1 42 (11.70%) Finance
2 26 (7.24%) Banking
3 6 (1.67%) Investment Banking
4 5 (1.39%) Local Government
5 3 (0.84%) Retail
6 2 (0.56%) Games
6 2 (0.56%) Legal
6 2 (0.56%) Publishing
7 1 (0.28%) Front Office
7 1 (0.28%) Law
7 1 (0.28%) Private Banking
Job Titles
1 220 (61.28%) Developer
2 80 (22.28%) Java Developer
3 74 (20.61%) Senior Developer
4 45 (12.53%) C# Developer
5 36 (10.03%) Analyst
6 31 (8.64%) Python Developer
7 30 (8.36%) Senior Java Developer
8 29 (8.08%) JavaScript Developer
9 28 (7.80%) Business Analyst
9 28 (7.80%) Scrum Master
10 23 (6.41%) Full Stack Developer
11 22 (6.13%) Software Developer
12 19 (5.29%) Lead Developer
13 16 (4.46%) Senior JavaScript Developer
14 15 (4.18%) Senior Python Developer
15 14 (3.90%) .NET Developer
15 14 (3.90%) Agile Business Analyst
16 13 (3.62%) Project Manager
16 13 (3.62%) Team Leader
17 11 (3.06%) Agile Coach
Libraries, Frameworks & Software Standards
1 82 (22.84%) Spring
2 80 (22.28%) HTML
3 75 (20.89%) .NET
4 56 (15.60%) Hibernate
5 51 (14.21%) ASP.NET
6 43 (11.98%) ASP.NET MVC
6 43 (11.98%) REST
7 40 (11.14%) Web Services
8 39 (10.86%) AngularJS
9 37 (10.31%) HTML5
10 35 (9.75%) jQuery
11 32 (8.91%) JSON
11 32 (8.91%) RabbitMQ
12 28 (7.80%) JMS
13 26 (7.24%) XML
14 20 (5.57%) JPA
14 20 (5.57%) Kafka
14 20 (5.57%) TIBCO EMS
14 20 (5.57%) WebSphere MQ
15 19 (5.29%) CSS
Miscellaneous
1 29 (8.08%) Greenfield Project
2 20 (5.57%) Enterprise Software
3 18 (5.01%) Robotics
4 13 (3.62%) Computer Science
5 11 (3.06%) Analytical Skills
6 10 (2.79%) Internet of Things
6 10 (2.79%) User Experience
7 6 (1.67%) Algorithms
8 5 (1.39%) Cloud Native
9 3 (0.84%) Mainframe
9 3 (0.84%) Social Media
10 1 (0.28%) DataPower
10 1 (0.28%) Derivative
10 1 (0.28%) Fintech
10 1 (0.28%) Minimum Viable Product
10 1 (0.28%) PMI
10 1 (0.28%) Virtual Team
Operating Systems
1 17 (4.74%) Linux
2 15 (4.18%) Unix
3 2 (0.56%) Mac OS X
3 2 (0.56%) Windows
4 1 (0.28%) AIX
4 1 (0.28%) CentOS
4 1 (0.28%) Mac OS
4 1 (0.28%) Red Hat Enterprise Linux
4 1 (0.28%) Solaris
4 1 (0.28%) Ubuntu
Processes & Methodologies
1 351 (97.77%) Agile Software Development
2 227 (63.23%) TDD
3 126 (35.10%) BDD
4 93 (25.91%) Test Automation
5 85 (23.68%) Continuous Integration
6 71 (19.78%) Concurrent Programming
6 71 (19.78%) Multithreading
7 65 (18.11%) Kanban
8 55 (15.32%) MVC
9 54 (15.04%) SDLC
10 52 (14.48%) Software Delivery
11 43 (11.98%) Software Engineering
12 37 (10.31%) Mentoring
13 28 (7.80%) Unit Testing
14 27 (7.52%) DSDM
15 25 (6.96%) Coaching
15 25 (6.96%) Machine Learning
15 25 (6.96%) RUP
15 25 (6.96%) Stakeholder Management
16 24 (6.69%) UML
Programming Languages
1 168 (46.80%) Java
2 127 (35.38%) JavaScript
3 89 (24.79%) SQL
4 80 (22.28%) C#
5 64 (17.83%) Python
6 37 (10.31%) Ruby
7 25 (6.96%) Bash Shell
8 13 (3.62%) PL/SQL
9 10 (2.79%) C++
10 8 (2.23%) Shell Script
11 4 (1.11%) Clojure
12 3 (0.84%) Perl
13 2 (0.56%) PowerShell
13 2 (0.56%) T-SQL
13 2 (0.56%) TypeScript
14 1 (0.28%) ES6
14 1 (0.28%) Jython
14 1 (0.28%) PHP
14 1 (0.28%) Scala
14 1 (0.28%) XPath
Qualifications
1 17 (4.74%) Degree
2 9 (2.51%) Computer Science Degree
2 9 (2.51%) PMP
3 8 (2.23%) PMI Certification
4 7 (1.95%) ISEB
5 6 (1.67%) BPSS Clearance
6 4 (1.11%) Security Cleared
7 2 (0.56%) ISTQB
8 1 (0.28%) APMP
8 1 (0.28%) ITIL Certification
8 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 38 (10.58%) QA
2 2 (0.56%) Data Quality
3 1 (0.28%) Dodd-Frank
3 1 (0.28%) EMIR
3 1 (0.28%) MiFID
System Software
1 27 (7.52%) Docker
2 10 (2.79%) VMware Infrastructure
3 7 (1.95%) vSphere
4 4 (1.11%) Xen
4 4 (1.11%) XenServer
5 1 (0.28%) Apache Flume
Systems Management
1 34 (9.47%) Opscode Chef
1 34 (9.47%) Puppet
2 30 (8.36%) Ansible
3 25 (6.96%) Cobbler
4 5 (1.39%) Tivoli
5 3 (0.84%) HP Quality Center
6 2 (0.56%) ServiceCenter
Vendors
1 62 (17.27%) Oracle
2 26 (7.24%) IBM
3 20 (5.57%) TIBCO
4 14 (3.90%) Microsoft
5 10 (2.79%) VMware
6 8 (2.23%) Informatica
7 6 (1.67%) Atlassian
7 6 (1.67%) Google
8 5 (1.39%) HP
9 4 (1.11%) EnterpriseDB
10 3 (0.84%) Avaloq
10 3 (0.84%) ServiceNow
11 2 (0.56%) Reuters
12 1 (0.28%) BMC
12 1 (0.28%) Remedy
12 1 (0.28%) SAP
12 1 (0.28%) Talend
12 1 (0.28%) Zend