Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Cardiff 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Scrum
South Wales > Cardiff
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 7 12 21
Rank change year-on-year +5 +9 -5
Permanent jobs citing Scrum 167 150 137
As % of all permanent IT jobs advertised in Cardiff 16.75% 14.48% 9.93%
As % of the Processes & Methodologies category 18.33% 15.94% 11.59%
Number of salaries quoted 150 144 124
Cardiff median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £30,000 £26,250 £26,250
90th Percentile £57,500 £54,625 £50,000
South Wales median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 Cardiff with a requirement for process or methodology skills.

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 911 941 1,182
As % of all permanent IT jobs advertised in Cardiff 91.37% 90.83% 85.65%
Number of salaries quoted 781 822 1,007
Cardiff median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £25,000 £25,750 £22,900
90th Percentile £62,500 £58,400 £52,600
South Wales median annual salary £41,500 £40,000 £38,000
% change year-on-year +3.75% +5.26% +2.70%

Scrum
Job Vacancy Trend in Cardiff

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

Job vacancy trend for Scrum in Cardiff

Scrum
Salary Trend in Cardiff

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

Salary trend for Scrum in Cardiff

Scrum
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Scrum in Cardiff over the 6 months to 20 July 2018.

Salary histogram for Scrum in Cardiff

For the 6 months to 20 July 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 Cardiff region with a requirement for Scrum.

1 155 (92.81%) Agile Software Development
2 56 (33.53%) C#
3 52 (31.14%) TDD
4 47 (28.14%) Finance
5 44 (26.35%) Java
6 41 (24.55%) .NET
7 39 (23.35%) Test Automation
8 33 (19.76%) BDD
9 30 (17.96%) Continuous Integration
10 27 (16.17%) MVC
10 27 (16.17%) Kanban
10 27 (16.17%) AngularJS
11 26 (15.57%) RESTful
11 26 (15.57%) JavaScript
12 25 (14.97%) SQL Server
12 25 (14.97%) User Experience
13 24 (14.37%) DevOps
13 24 (14.37%) Python
13 24 (14.37%) Banking
14 22 (13.17%) Web Services
14 22 (13.17%) Problem-Solving
15 21 (12.57%) REST
16 20 (11.98%) ASP.NET
16 20 (11.98%) Project Management
17 19 (11.38%) SQL
17 19 (11.38%) Amazon AWS
17 19 (11.38%) User Stories
17 19 (11.38%) SDLC
18 18 (10.78%) QA
19 17 (10.18%) Spring

Scrum
Co-occurring IT Skills in Cardiff 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 (5.39%) CMS
2 7 (4.19%) Elasticsearch
3 5 (2.99%) Apache
3 5 (2.99%) Tomcat
3 5 (2.99%) Umbraco
4 4 (2.40%) Sitecore CMS
5 3 (1.80%) Apache Airflow
5 3 (1.80%) Cloud Foundry
5 3 (1.80%) JBoss
5 3 (1.80%) SharePoint
6 2 (1.20%) Anypoint
6 2 (1.20%) Apache Pig
6 2 (1.20%) Apache Spark
6 2 (1.20%) Confluence
7 1 (0.60%) IIS
7 1 (0.60%) SAS
7 1 (0.60%) WebLogic
Business Applications
1 1 (0.60%) Staffware
Cloud Services
1 19 (11.38%) Amazon AWS
2 5 (2.99%) Cloud Computing
3 4 (2.40%) Microsoft Azure
4 3 (1.80%) GitHub
4 3 (1.80%) PaaS
4 3 (1.80%) Slack
4 3 (1.80%) Trello
5 2 (1.20%) Google Cloud Platform
5 2 (1.20%) SaaS
6 1 (0.60%) Amazon EC2
6 1 (0.60%) Amazon ElastiCache
6 1 (0.60%) Amazon ELB
6 1 (0.60%) Amazon S3
6 1 (0.60%) Office 365
6 1 (0.60%) Route 53
6 1 (0.60%) Virtual Private Cloud
Communications & Networking
1 10 (5.99%) Hyperconnected
1 10 (5.99%) Internet
2 7 (4.19%) HTTP
3 6 (3.59%) DNS
4 3 (1.80%) TCP/IP
5 2 (1.20%) FTP
6 1 (0.60%) Firewall
6 1 (0.60%) HTTPS
6 1 (0.60%) Network Security
6 1 (0.60%) SMS
6 1 (0.60%) VPN
6 1 (0.60%) WPA
Database & Business Intelligence
1 25 (14.97%) SQL Server
2 12 (7.19%) Relational Database
3 10 (5.99%) MongoDB
3 10 (5.99%) SQL Server 2016
4 7 (4.19%) Big Data
5 5 (2.99%) PostgreSQL
6 4 (2.40%) Data Warehouse
6 4 (2.40%) MySQL
6 4 (2.40%) NoSQL
6 4 (2.40%) Oracle Database
7 2 (1.20%) Apache Cassandra
7 2 (1.20%) Apache Hive
7 2 (1.20%) HPCC
7 2 (1.20%) Impala
7 2 (1.20%) SQL Server Reporting Services
8 1 (0.60%) BusinessObjects
8 1 (0.60%) DB2
8 1 (0.60%) PowerPivot
8 1 (0.60%) SQL Server 2008
8 1 (0.60%) SQL Server Integration Services
Development Applications
1 15 (8.98%) Selenium
2 14 (8.38%) Jenkins
3 11 (6.59%) Cucumber
4 10 (5.99%) Git (software)
4 10 (5.99%) JIRA
4 10 (5.99%) WebDriver
5 9 (5.39%) JUnit
5 9 (5.39%) Visual Studio
6 8 (4.79%) Protractor
7 7 (4.19%) Team Foundation Server
8 5 (2.99%) Gatling
8 5 (2.99%) JMeter
8 5 (2.99%) Maven
8 5 (2.99%) Rational DOORS
8 5 (2.99%) Rational Quality Manager
8 5 (2.99%) Rational Team Concert
9 3 (1.80%) Ant
10 2 (1.20%) Mercurial
10 2 (1.20%) Subversion
10 2 (1.20%) TeamCity
General
1 47 (28.14%) Finance
2 24 (14.37%) Banking
3 11 (6.59%) Investment Banking
4 7 (4.19%) Financial Institution
4 7 (4.19%) Games
5 6 (3.59%) Marketing
6 4 (2.40%) Retail
7 3 (1.80%) Electronics
7 3 (1.80%) Manufacturing
7 3 (1.80%) Pharmaceutical
7 3 (1.80%) Telecoms
8 2 (1.20%) Back Office
9 1 (0.60%) Advertising
9 1 (0.60%) Law
9 1 (0.60%) Retail Banking
Job Titles
1 83 (49.70%) Developer
2 28 (16.77%) .NET Developer
3 23 (13.77%) C# Developer
3 23 (13.77%) Scrum Master
4 18 (10.78%) C# .NET Developer
5 13 (7.78%) ASP.NET Developer
5 13 (7.78%) C# ASP.NET Developer
5 13 (7.78%) Java Developer
6 12 (7.19%) Product Owner
7 11 (6.59%) Analyst
8 10 (5.99%) Senior Developer
9 8 (4.79%) Business Analyst
9 8 (4.79%) Software Developer
10 7 (4.19%) Agile Scrum Master
10 7 (4.19%) Developer in Test
11 6 (3.59%) Agile Developer
11 6 (3.59%) Python Developer
11 6 (3.59%) Software Tester
11 6 (3.59%) Test Engineer
11 6 (3.59%) Tester
Libraries, Frameworks & Software Standards
1 41 (24.55%) .NET
2 27 (16.17%) AngularJS
3 26 (15.57%) RESTful
4 22 (13.17%) Web Services
5 21 (12.57%) REST
6 20 (11.98%) ASP.NET
7 17 (10.18%) HTML
7 17 (10.18%) Spring
8 16 (9.58%) ASP.NET MVC
9 15 (8.98%) ASP.NET Web API
10 14 (8.38%) Twitter Bootstrap
11 12 (7.19%) KnockoutJS
12 11 (6.59%) CSS
13 10 (5.99%) ASP.NET MVC 5
13 10 (5.99%) jQuery
13 10 (5.99%) WCF
14 7 (4.19%) HTML5
14 7 (4.19%) JSON
14 7 (4.19%) Kafka
14 7 (4.19%) SOAP
Miscellaneous
1 25 (14.97%) User Experience
2 14 (8.38%) Analytical Skills
3 9 (5.39%) Greenfield Project
4 8 (4.79%) Fintech
5 7 (4.19%) Computer Science
6 6 (3.59%) Mobile App
7 4 (2.40%) Cloud Native
8 1 (0.60%) Linux Command Line
8 1 (0.60%) Online Banking
8 1 (0.60%) Social Media
8 1 (0.60%) Wiki
Operating Systems
1 16 (9.58%) Linux
2 8 (4.79%) Unix
3 5 (2.99%) Android
3 5 (2.99%) Apple iOS
4 3 (1.80%) CentOS
4 3 (1.80%) Red Hat Enterprise Linux
5 2 (1.20%) Windows
6 1 (0.60%) Solaris
Processes & Methodologies
1 155 (92.81%) Agile Software Development
2 52 (31.14%) TDD
3 39 (23.35%) Test Automation
4 33 (19.76%) BDD
5 30 (17.96%) Continuous Integration
6 27 (16.17%) Kanban
6 27 (16.17%) MVC
7 24 (14.37%) DevOps
8 22 (13.17%) Problem-Solving
9 20 (11.98%) Project Management
10 19 (11.38%) SDLC
10 19 (11.38%) User Stories
11 16 (9.58%) Mentoring
11 16 (9.58%) OO
12 14 (8.38%) Coaching
13 12 (7.19%) Agile Project Management
14 11 (6.59%) Microservices
14 11 (6.59%) Software Engineering
14 11 (6.59%) Wealth Management
14 11 (6.59%) Web Development
Programming Languages
1 56 (33.53%) C#
2 44 (26.35%) Java
3 26 (15.57%) JavaScript
4 24 (14.37%) Python
5 19 (11.38%) SQL
6 7 (4.19%) PHP
6 7 (4.19%) PowerShell
6 7 (4.19%) Shell Script
7 5 (2.99%) C++
7 5 (2.99%) Ruby
8 4 (2.40%) Go
8 4 (2.40%) Perl
9 3 (1.80%) Bash Shell
9 3 (1.80%) Java 8
10 2 (1.20%) Apex Code
10 2 (1.20%) C
10 2 (1.20%) Groovy
10 2 (1.20%) VB.NET
11 1 (0.60%) C-shell
11 1 (0.60%) VBA
Qualifications
1 6 (3.59%) Degree
2 5 (2.99%) SC Cleared
2 5 (2.99%) Security Cleared
3 2 (1.20%) CEH
3 2 (1.20%) Chartered Engineer
3 2 (1.20%) CISMP
3 2 (1.20%) CISSP
3 2 (1.20%) CITP
3 2 (1.20%) GIAC
3 2 (1.20%) Sun Certification
4 1 (0.60%) AWS Certification
4 1 (0.60%) Computer Science Degree
Quality Assurance & Compliance
1 18 (10.78%) QA
2 2 (1.20%) PMO
System Software
1 6 (3.59%) Docker
2 2 (1.20%) Apache Flume
Systems Management
1 12 (7.19%) Ansible
2 6 (3.59%) Terraform
3 2 (1.20%) HP Fortify
3 2 (1.20%) Opscode Chef
4 1 (0.60%) Grafana
4 1 (0.60%) Kibana
4 1 (0.60%) Marathon
4 1 (0.60%) Mesos
4 1 (0.60%) Prometheus
4 1 (0.60%) Rundeck
Vendors
1 14 (8.38%) Oracle
2 10 (5.99%) Microsoft
3 5 (2.99%) IBM
4 4 (2.40%) Red Hat
4 4 (2.40%) Sitecore
5 3 (1.80%) Google
5 3 (1.80%) SAP
6 2 (1.20%) Apple
6 2 (1.20%) Atlassian
6 2 (1.20%) MuleSoft
6 2 (1.20%) Salesforce.com
6 2 (1.20%) Sybase
6 2 (1.20%) Tableau
6 2 (1.20%) TOWER Software
6 2 (1.20%) VMware
6 2 (1.20%) Zend
7 1 (0.60%) DevExpress
7 1 (0.60%) Twitter