Period
to 15 October 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cardiff. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Wales > Cardiff
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 34 25 25
Rank change year-on-year -9 0 -3
Permanent jobs citing Analytical Skills 71 59 109
As % of all permanent IT jobs advertised in Cardiff 6.27% 7.16% 8.03%
As % of the Miscellaneous category 17.03% 23.14% 26.01%
Number of salaries quoted 64 53 103
Cardiff median annual salary £40,000 £40,000 £37,000
Median salary % change year-on-year - +8.11% -
10th Percentile £32,150 £25,850 £25,750
90th Percentile £54,925 £51,250 £68,750
South Wales median annual salary £40,000 £40,000 £40,000

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cardiff
Permanent vacancies with a requirement for generic IT skills 417 255 419
As % of all permanent IT jobs advertised in Cardiff 36.80% 30.95% 30.85%
Number of salaries quoted 362 227 386
Cardiff median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - +2.74%
10th Percentile £25,000 £21,250 £22,000
90th Percentile £67,500 £57,500 £55,000
South Wales median annual salary £42,500 £37,500 £37,500
% change year-on-year +13.33% - +7.14%

Analytical Skills
Job Vacancy Trend in Cardiff

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

Job vacancy trend for Analytical Skills in Cardiff

Analytical Skills
Salary Trend in Cardiff

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

Salary trend for Analytical Skills in Cardiff

Analytical Skills
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Analytical Skills in Cardiff over the 6 months to 15 October 2018.

Salary histogram for Analytical Skills in Cardiff

For the 6 months to 15 October 2018, IT jobs citing Analytical Skills 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 Analytical Skills.

1 29 (40.85%) Problem-Solving
2 25 (35.21%) Finance
3 24 (33.80%) Agile Software Development
4 19 (26.76%) SQL
5 17 (23.94%) Degree
6 14 (19.72%) Scrum
7 12 (16.90%) Computer Science
8 11 (15.49%) Business Analysis
9 10 (14.08%) Oracle
10 9 (12.68%) Management Information System
11 8 (11.27%) Unix
11 8 (11.27%) User Stories
12 7 (9.86%) Database Security
12 7 (9.86%) Continuous Improvement
12 7 (9.86%) Oracle Database
12 7 (9.86%) Amazon AWS
12 7 (9.86%) Web Services
12 7 (9.86%) HTML
12 7 (9.86%) Java
12 7 (9.86%) Configuration Management
12 7 (9.86%) Business Intelligence
12 7 (9.86%) Oracle Certification
12 7 (9.86%) Disaster Recovery
12 7 (9.86%) Oracle EBS
12 7 (9.86%) Self-Motivation
13 6 (8.45%) Service Delivery
13 6 (8.45%) Project Management
13 6 (8.45%) OCA
13 6 (8.45%) PHP
13 6 (8.45%) XML

Analytical Skills
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 5 (7.04%) Apache Spark
1 5 (7.04%) Drupal
2 4 (5.63%) CMS
3 3 (4.23%) Confluence
4 2 (2.82%) SAS
5 1 (1.41%) MS Exchange
5 1 (1.41%) SharePoint
5 1 (1.41%) Umbraco
5 1 (1.41%) WordPress
Applications
1 2 (2.82%) Microsoft Excel
1 2 (2.82%) Microsoft Office
1 2 (2.82%) SPSS
Business Applications
1 7 (9.86%) Oracle EBS
2 2 (2.82%) Magento
Cloud Services
1 7 (9.86%) Amazon AWS
2 4 (5.63%) Microsoft Azure
2 4 (5.63%) Slack
3 3 (4.23%) Cloud Computing
3 3 (4.23%) GitHub
3 3 (4.23%) Google Cloud Platform
3 3 (4.23%) Trello
4 1 (1.41%) Office 365
Communications & Networking
1 2 (2.82%) HTTP
1 2 (2.82%) Skype
2 1 (1.41%) Firewall
2 1 (1.41%) Internet
2 1 (1.41%) Intranet
2 1 (1.41%) TCP/IP
2 1 (1.41%) VLAN
Database & Business Intelligence
1 7 (9.86%) Oracle Database
2 5 (7.04%) MySQL
3 4 (5.63%) SQL Server Integration Services
4 3 (4.23%) NoSQL
5 2 (2.82%) Amazon DynamoDB
5 2 (2.82%) BusinessObjects
5 2 (2.82%) Hadoop
5 2 (2.82%) Oracle Reports
5 2 (2.82%) Pentaho
5 2 (2.82%) PostgreSQL
5 2 (2.82%) QlikView
5 2 (2.82%) Spotfire
6 1 (1.41%) Data Warehouse
6 1 (1.41%) Power BI
6 1 (1.41%) SQL Server
6 1 (1.41%) SQL Server Analysis Services
6 1 (1.41%) SQL Server Reporting Services
Development Applications
1 6 (8.45%) Git (software)
2 4 (5.63%) JIRA
2 4 (5.63%) Selenium
3 3 (4.23%) CircleCI
3 3 (4.23%) Team Foundation Server
4 2 (2.82%) Cucumber
4 2 (2.82%) Oracle Forms
4 2 (2.82%) Pylint
5 1 (1.41%) Atlassian Bamboo
5 1 (1.41%) Maven
5 1 (1.41%) Visual Studio
General
1 25 (35.21%) Finance
2 4 (5.63%) French Language
2 4 (5.63%) German Language
2 4 (5.63%) Retail
3 3 (4.23%) Manufacturing
3 3 (4.23%) Marketing
4 2 (2.82%) Electronics
4 2 (2.82%) Telecoms
5 1 (1.41%) Banking
5 1 (1.41%) Games
Job Titles
1 22 (30.99%) Developer
2 19 (26.76%) Analyst
3 10 (14.08%) Business Analyst
4 8 (11.27%) Senior Developer
5 7 (9.86%) DBA
5 7 (9.86%) Oracle DBA
6 6 (8.45%) Administrator
7 5 (7.04%) IT Support
7 5 (7.04%) Python Developer
8 4 (5.63%) Consultant
8 4 (5.63%) Drupal Developer
8 4 (5.63%) Information Officer
8 4 (5.63%) Information Security Officer
8 4 (5.63%) IT Manager
8 4 (5.63%) IT Support Manager
8 4 (5.63%) Security Officer
8 4 (5.63%) Support Manager
8 4 (5.63%) Web Developer
9 3 (4.23%) Architect
9 3 (4.23%) Data Analyst
Libraries, Frameworks & Software Standards
1 7 (9.86%) HTML
1 7 (9.86%) Web Services
2 6 (8.45%) React
2 6 (8.45%) XML
3 5 (7.04%) CSS
3 5 (7.04%) Django
3 5 (7.04%) Spring
4 4 (5.63%) LAMP
5 3 (4.23%) React Native
5 3 (4.23%) REST
5 3 (4.23%) SOAP
6 2 (2.82%) Flask
6 2 (2.82%) Redux
6 2 (2.82%) Visualforce
7 1 (1.41%) .NET
7 1 (1.41%) AngularJS
7 1 (1.41%) Hibernate
7 1 (1.41%) Spring Boot
Miscellaneous
1 12 (16.90%) Computer Science
2 9 (12.68%) Management Information System
3 7 (9.86%) Self-Motivation
4 6 (8.45%) CMDB
5 4 (5.63%) Analytical Mindset
5 4 (5.63%) PMI
6 3 (4.23%) Mobile App
7 2 (2.82%) Greenfield Project
7 2 (2.82%) User Experience
8 1 (1.41%) BBC
8 1 (1.41%) Security Operations Centre
8 1 (1.41%) Social Media
Operating Systems
1 8 (11.27%) Unix
2 6 (8.45%) Linux
3 4 (5.63%) Android
3 4 (5.63%) Apple iOS
4 2 (2.82%) Windows
5 1 (1.41%) Windows 7
Processes & Methodologies
1 29 (40.85%) Problem-Solving
2 24 (33.80%) Agile Software Development
3 14 (19.72%) Scrum
4 11 (15.49%) Business Analysis
5 8 (11.27%) User Stories
6 7 (9.86%) Business Intelligence
6 7 (9.86%) Configuration Management
6 7 (9.86%) Continuous Improvement
6 7 (9.86%) Database Security
6 7 (9.86%) Disaster Recovery
7 6 (8.45%) Project Management
7 6 (8.45%) Security Patching
7 6 (8.45%) Service Delivery
7 6 (8.45%) Web Development
8 5 (7.04%) Business Transformation
8 5 (7.04%) Risk Assessment
8 5 (7.04%) TDD
8 5 (7.04%) Test Automation
8 5 (7.04%) Unit Testing
9 4 (5.63%) Information Security
Programming Languages
1 19 (26.76%) SQL
2 7 (9.86%) Java
3 6 (8.45%) PHP
4 5 (7.04%) Python
5 4 (5.63%) VBA
6 2 (2.82%) Apex Code
6 2 (2.82%) C#
6 2 (2.82%) PL/SQL
6 2 (2.82%) R
7 1 (1.41%) JavaScript
7 1 (1.41%) T-SQL
7 1 (1.41%) VB
Qualifications
1 17 (23.94%) Degree
2 7 (9.86%) Oracle Certification
3 6 (8.45%) OCA
4 4 (5.63%) CISSP
4 4 (5.63%) PMI Certification
5 3 (4.23%) Computer Science Degree
6 1 (1.41%) CCNA
6 1 (1.41%) CISA
6 1 (1.41%) Cisco Certification
6 1 (1.41%) Security Cleared
6 1 (1.41%) SSCP
Quality Assurance & Compliance
1 4 (5.63%) ISO/IEC 27001
2 3 (4.23%) PCI DSS
3 2 (2.82%) Cyber Essentials
3 2 (2.82%) Data Quality
3 2 (2.82%) QA
System Software
1 1 (1.41%) Active Directory
1 1 (1.41%) Docker
Systems Management
1 1 (1.41%) Kubernetes
1 1 (1.41%) QRadar
Vendors
1 10 (14.08%) Oracle
2 4 (5.63%) Microsoft
2 4 (5.63%) SAP
3 3 (4.23%) Google
4 2 (2.82%) Salesforce.com
4 2 (2.82%) Tableau
5 1 (1.41%) AlienVault
5 1 (1.41%) Blue Prism
5 1 (1.41%) CheckPoint
5 1 (1.41%) Cisco
5 1 (1.41%) Juniper
5 1 (1.41%) LogRhythm
5 1 (1.41%) Palo Alto
5 1 (1.41%) Splunk