Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Scrum
Scotland > Glasgow
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 9 23 27
Rank change year-on-year +14 +4 +10
Permanent jobs citing Scrum 371 200 223
As % of all permanent IT jobs advertised in Glasgow 16.15% 9.08% 8.66%
As % of the Processes & Methodologies category 17.59% 9.78% 9.50%
Number of salaries quoted 196 87 125
Glasgow median annual salary £47,750 £43,000 £45,000
Median salary % change year-on-year +11.05% -4.44% +5.88%
10th Percentile £33,750 £31,150 £33,300
90th Percentile £67,125 £55,875 £58,250
Scotland median annual salary £45,000 £46,000 £45,000
% change year-on-year -2.17% +2.22% +9.76%

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 2109 2045 2348
As % of all permanent IT jobs advertised in Glasgow 91.82% 92.83% 91.22%
Number of salaries quoted 1357 1094 1499
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +2.41%

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 17 November 2017.

Salary histogram for Scrum in Glasgow

For the 6 months to 17 November 2017, 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.

1 368 (99.19%) Agile Software Development
2 215 (57.95%) TDD
3 151 (40.70%) Java
4 134 (36.12%) JavaScript
5 107 (28.84%) Continuous Integration
6 98 (26.42%) C#
7 97 (26.15%) .NET
8 96 (25.88%) BDD
9 95 (25.61%) HTML
10 92 (24.80%) SQL Server
11 90 (24.26%) Test Automation
12 83 (22.37%) SQL
13 78 (21.02%) MVC
14 76 (20.49%) Kanban
15 73 (19.68%) ASP.NET
16 69 (18.60%) ASP.NET MVC
17 67 (18.06%) Visual Studio
18 65 (17.52%) Spring
19 63 (16.98%) Oracle
20 51 (13.75%) Hibernate
21 50 (13.48%) Multithreading
21 50 (13.48%) Concurrent Programming
22 47 (12.67%) NoSQL
23 45 (12.13%) Web Services
23 45 (12.13%) Software Engineering
24 42 (11.32%) JIRA
25 41 (11.05%) Software Delivery
26 40 (10.78%) SDLC
26 40 (10.78%) Finance
26 40 (10.78%) Python

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 31 (8.36%) Tomcat
2 26 (7.01%) JBoss
3 18 (4.85%) WebLogic
4 16 (4.31%) WebSphere
5 15 (4.04%) Jetty
6 8 (2.16%) Confluence
7 5 (1.35%) Apache
8 4 (1.08%) Apache Spark
9 3 (0.81%) SharePoint
10 2 (0.54%) IIS
10 2 (0.54%) Oracle SOA Suite
11 1 (0.27%) IBM HTTP Server
11 1 (0.27%) Oracle Coherence
11 1 (0.27%) WebSphere Application Server
Applications
1 7 (1.89%) MS Visio
2 6 (1.62%) Microsoft Office
3 2 (0.54%) EngageOne
3 2 (0.54%) Microsoft Project
3 2 (0.54%) Mingle
Business Applications
1 2 (0.54%) Oracle BPM
2 1 (0.27%) AquaLogic BPM
2 1 (0.27%) Remedy ITSM
Cloud Services
1 35 (9.43%) Amazon AWS
2 27 (7.28%) Microsoft Azure
3 15 (4.04%) GitHub
4 6 (1.62%) SaaS
5 3 (0.81%) Amazon EC2
5 3 (0.81%) Google Cloud Platform
6 2 (0.54%) Amazon SQS
6 2 (0.54%) Cloud Computing
7 1 (0.27%) PaaS
7 1 (0.27%) SuccessFactors
Communications & Networking
1 15 (4.04%) AMQP
2 10 (2.70%) Internet
3 3 (0.81%) HTTP
4 1 (0.27%) HTTPS
4 1 (0.27%) SSL
Database & Business Intelligence
1 92 (24.80%) SQL Server
2 47 (12.67%) NoSQL
3 32 (8.63%) Big Data
4 30 (8.09%) Relational Database
5 27 (7.28%) MongoDB
6 22 (5.93%) RDBMS
6 22 (5.93%) Redis
7 21 (5.66%) Oracle Database
8 17 (4.58%) Hadoop
9 15 (4.04%) Couchbase
9 15 (4.04%) Riak
10 11 (2.96%) MySQL
11 9 (2.43%) Data Warehouse
12 8 (2.16%) PostgreSQL
12 8 (2.16%) Qlik Sense
13 6 (1.62%) CouchDB
14 5 (1.35%) Apache Cassandra
14 5 (1.35%) Blockchain
15 3 (0.81%) HBase
15 3 (0.81%) Oracle Database 11g
Development Applications
1 67 (18.06%) Visual Studio
2 42 (11.32%) JIRA
3 39 (10.51%) Selenium
4 28 (7.55%) Git (software)
5 22 (5.93%) JUnit
6 20 (5.39%) Jenkins
7 18 (4.85%) Cucumber
8 17 (4.58%) Vagrant
9 16 (4.31%) Maven
10 15 (4.04%) FitNesse
11 13 (3.50%) Team Foundation Server
12 11 (2.96%) Bitbucket
13 10 (2.70%) Mockito
14 6 (1.62%) DbUnit
14 6 (1.62%) jMock
14 6 (1.62%) SoapUI
14 6 (1.62%) SonarQube
15 5 (1.35%) Subversion
15 5 (1.35%) Toad
16 4 (1.08%) Ant
General
1 40 (10.78%) Finance
2 19 (5.12%) Banking
3 8 (2.16%) Telecoms
4 5 (1.35%) Investment Banking
5 2 (0.54%) Legal
5 2 (0.54%) Marketing
5 2 (0.54%) Publishing
5 2 (0.54%) Retail
6 1 (0.27%) Front Office
6 1 (0.27%) Games
6 1 (0.27%) Law
6 1 (0.27%) Private Banking
Job Titles
1 205 (55.26%) Developer
2 71 (19.14%) C# Developer
3 61 (16.44%) Java Developer
4 50 (13.48%) Senior Developer
5 43 (11.59%) Analyst
6 35 (9.43%) Business Analyst
7 27 (7.28%) Scrum Master
8 24 (6.47%) JavaScript Developer
8 24 (6.47%) Project Manager
8 24 (6.47%) Senior Java Developer
9 21 (5.66%) Full Stack Developer
9 21 (5.66%) Software Developer
10 19 (5.12%) Python Developer
11 17 (4.58%) Agile Business Analyst
12 14 (3.77%) IT Manager
12 14 (3.77%) IT Project Manager
13 11 (2.96%) Mid-Level C# Developer
13 11 (2.96%) Senior Business Analyst
13 11 (2.96%) Tester
14 10 (2.70%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 97 (26.15%) .NET
2 95 (25.61%) HTML
3 73 (19.68%) ASP.NET
4 69 (18.60%) ASP.NET MVC
5 65 (17.52%) Spring
6 51 (13.75%) Hibernate
7 45 (12.13%) Web Services
8 39 (10.51%) AngularJS
9 35 (9.43%) HTML5
10 33 (8.89%) REST
11 29 (7.82%) jQuery
12 27 (7.28%) RabbitMQ
13 26 (7.01%) JSON
13 26 (7.01%) RESTful
14 25 (6.74%) SOAP
15 22 (5.93%) JMS
15 22 (5.93%) XML
16 20 (5.39%) CSS
17 16 (4.31%) JPA
18 15 (4.04%) Kafka
Miscellaneous
1 23 (6.20%) User Experience
2 22 (5.93%) Analytical Skills
3 21 (5.66%) Computer Science
4 19 (5.12%) Greenfield Project
5 13 (3.50%) Enterprise Software
6 12 (3.23%) Robotics
7 9 (2.43%) Internet of Things
8 5 (1.35%) Cloud Native
9 4 (1.08%) Tandem
10 3 (0.81%) Algorithms
10 3 (0.81%) Social Media
11 2 (0.54%) Mainframe
12 1 (0.27%) Data Structures
12 1 (0.27%) DataPower
12 1 (0.27%) Derivative
12 1 (0.27%) Fintech
12 1 (0.27%) Minimum Viable Product
12 1 (0.27%) PMI
12 1 (0.27%) Virtual Team
Operating Systems
1 13 (3.50%) Linux
2 11 (2.96%) Unix
3 10 (2.70%) Android
3 10 (2.70%) Apple iOS
4 8 (2.16%) Windows
5 2 (0.54%) Mac OS X
6 1 (0.27%) AIX
6 1 (0.27%) CentOS
6 1 (0.27%) Mac OS
6 1 (0.27%) Red Hat Enterprise Linux
6 1 (0.27%) Solaris
6 1 (0.27%) Ubuntu
Processes & Methodologies
1 368 (99.19%) Agile Software Development
2 215 (57.95%) TDD
3 107 (28.84%) Continuous Integration
4 96 (25.88%) BDD
5 90 (24.26%) Test Automation
6 78 (21.02%) MVC
7 76 (20.49%) Kanban
8 50 (13.48%) Concurrent Programming
8 50 (13.48%) Multithreading
9 45 (12.13%) Software Engineering
10 41 (11.05%) Software Delivery
11 40 (10.78%) SDLC
12 37 (9.97%) Mentoring
13 34 (9.16%) User Stories
14 31 (8.36%) Unit Testing
15 30 (8.09%) Continuous Improvement
16 29 (7.82%) Project Management
17 25 (6.74%) Stakeholder Management
18 23 (6.20%) Waterfall
19 22 (5.93%) Coaching
Programming Languages
1 151 (40.70%) Java
2 134 (36.12%) JavaScript
3 98 (26.42%) C#
4 83 (22.37%) SQL
5 40 (10.78%) Python
6 23 (6.20%) Ruby
7 15 (4.04%) Bash Shell
7 15 (4.04%) PL/SQL
8 6 (1.62%) C++
8 6 (1.62%) Groovy
8 6 (1.62%) Scala
9 4 (1.08%) Shell Script
10 3 (0.81%) Clojure
10 3 (0.81%) Perl
11 2 (0.54%) PowerShell
11 2 (0.54%) TypeScript
12 1 (0.27%) Apex Code
12 1 (0.27%) C
12 1 (0.27%) ES6
12 1 (0.27%) PHP
Qualifications
1 27 (7.28%) Degree
2 16 (4.31%) PMP
3 15 (4.04%) PMI Certification
4 9 (2.43%) ISEB
5 8 (2.16%) Computer Science Degree
6 5 (1.35%) Security Cleared
7 2 (0.54%) SC Cleared
8 1 (0.27%) APMP
8 1 (0.27%) BPSS Clearance
8 1 (0.27%) ISTQB
8 1 (0.27%) ITIL Certification
8 1 (0.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 38 (10.24%) QA
2 3 (0.81%) Dodd-Frank
2 3 (0.81%) EMIR
2 3 (0.81%) MiFID
3 2 (0.54%) Data Quality
System Software
1 21 (5.66%) Docker
2 10 (2.70%) VMware Infrastructure
3 3 (0.81%) vSphere
4 1 (0.27%) Apache Flume
Systems Management
1 24 (6.47%) Ansible
2 22 (5.93%) Opscode Chef
2 22 (5.93%) Puppet
3 15 (4.04%) Cobbler
4 3 (0.81%) HP Quality Center
5 2 (0.54%) ServiceCenter
6 1 (0.27%) BladeLogic
Vendors
1 63 (16.98%) Oracle
2 19 (5.12%) IBM
3 15 (4.04%) TIBCO
4 11 (2.96%) Microsoft
4 11 (2.96%) VMware
5 8 (2.16%) Cognizant
6 6 (1.62%) Atlassian
7 5 (1.35%) HP
7 5 (1.35%) Xamarin
8 3 (0.81%) Avaloq
8 3 (0.81%) Google
8 3 (0.81%) Informatica
8 3 (0.81%) ServiceNow
9 2 (0.54%) Pega
10 1 (0.27%) BMC
10 1 (0.27%) Perforce
10 1 (0.27%) Red Hat
10 1 (0.27%) Reuters
10 1 (0.27%) Salesforce.com
10 1 (0.27%) Talend