Period
to 25 April 2019

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 25 April 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Wales > Cardiff
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 31 23 21
Rank change year-on-year -8 -2 -2
Permanent jobs citing Analytical Skills 60 75 91
As % of all permanent IT jobs advertised in Cardiff 6.07% 8.59% 8.21%
As % of the Miscellaneous category 19.61% 26.98% 25.49%
Number of salaries quoted 53 68 74
Cardiff median annual salary £45,000 £36,000 £40,000
Median salary % change year-on-year +25.00% -10.00% +14.29%
10th Percentile £31,250 £24,400 £23,125
90th Percentile £84,650 £65,000 £64,250
South Wales median annual salary £44,250 £36,000 £40,000
% change year-on-year +22.92% -10.00% +11.11%

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 306 278 357
As % of all permanent IT jobs advertised in Cardiff 30.94% 31.84% 32.19%
Number of salaries quoted 250 246 324
Cardiff median annual salary £42,500 £38,250 £40,000
Median salary % change year-on-year +11.11% -4.38% +6.67%
10th Percentile £26,700 £23,875 £24,250
90th Percentile £66,250 £62,500 £57,500
South Wales median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 25 April 2019.

Salary histogram for Analytical Skills in Cardiff

For the 6 months to 25 April 2019, 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 23 (38.33%) Problem-Solving
2 19 (31.67%) Agile Software Development
3 18 (30.00%) Finance
4 14 (23.33%) Microsoft
5 13 (21.67%) Analytics
6 11 (18.33%) Scrum
6 11 (18.33%) Self-Motivation
7 10 (16.67%) Java
7 10 (16.67%) ITIL
7 10 (16.67%) Degree
8 9 (15.00%) SQL
8 9 (15.00%) Change Management
9 8 (13.33%) .NET
9 8 (13.33%) Analytical Mindset
10 7 (11.67%) C#
10 7 (11.67%) Data Warehouse
10 7 (11.67%) Business Intelligence
10 7 (11.67%) Big Data
10 7 (11.67%) SDLC
11 6 (10.00%) SOLID
11 6 (10.00%) Statistical Analysis
11 6 (10.00%) Unit Testing
11 6 (10.00%) Amazon AWS
11 6 (10.00%) Project Management
11 6 (10.00%) Data Modelling
11 6 (10.00%) OOD
11 6 (10.00%) TDD
11 6 (10.00%) Artificial Intelligence
11 6 (10.00%) Data Science
11 6 (10.00%) IT Strategy

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 (8.33%) SAS
2 3 (5.00%) MS Exchange
3 2 (3.33%) Confluence
4 1 (1.67%) CMS
4 1 (1.67%) Sitecore CMS
4 1 (1.67%) WordPress
Applications
1 4 (6.67%) Microsoft Excel
1 4 (6.67%) Microsoft Office
2 2 (3.33%) Microsoft PowerPoint
2 2 (3.33%) Microsoft Project
2 2 (3.33%) MS Visio
2 2 (3.33%) SPSS
3 1 (1.67%) Stata
Business Applications
1 2 (3.33%) SAP HCM
1 2 (3.33%) SAP Payroll
Cloud Services
1 6 (10.00%) Amazon AWS
2 3 (5.00%) Microsoft Azure
2 3 (5.00%) Office 365
Communications & Networking
1 5 (8.33%) Firewall
2 3 (5.00%) DHCP
2 3 (5.00%) DNS
2 3 (5.00%) IP Telephony
2 3 (5.00%) SAN
2 3 (5.00%) VPN
2 3 (5.00%) Wi-Fi
3 1 (1.67%) Internet
3 1 (1.67%) LAN
3 1 (1.67%) Network Security
Database & Business Intelligence
1 7 (11.67%) Big Data
1 7 (11.67%) Data Warehouse
2 5 (8.33%) Power BI
3 2 (3.33%) Oracle Database
3 2 (3.33%) SQL Server
3 2 (3.33%) SQL Server Analysis Services
3 2 (3.33%) SQL Server Integration Services
3 2 (3.33%) SQL Server Reporting Services
4 1 (1.67%) Amazon DynamoDB
4 1 (1.67%) DB2
4 1 (1.67%) PostgreSQL
4 1 (1.67%) QlikView
4 1 (1.67%) RDBMS
4 1 (1.67%) Relational Database
4 1 (1.67%) Spotfire
Development Applications
1 5 (8.33%) Selenium
2 4 (6.67%) Git (software)
3 3 (5.00%) JIRA
4 2 (3.33%) Maven
4 2 (3.33%) Visual Studio
5 1 (1.67%) fastlane
5 1 (1.67%) Jenkins
5 1 (1.67%) Pylint
General
1 18 (30.00%) Finance
2 4 (6.67%) Marketing
2 4 (6.67%) Pharmaceutical
2 4 (6.67%) Retail
3 3 (5.00%) Financial Institution
4 1 (1.67%) Games
4 1 (1.67%) German Language
4 1 (1.67%) Local Government
Job Titles
1 16 (26.67%) Developer
2 14 (23.33%) Analyst
3 4 (6.67%) Consultant
3 4 (6.67%) Infrastructure Engineer
4 3 (5.00%) Head of Architecture
4 3 (5.00%) Head of Data Architecture
4 3 (5.00%) Principal Developer
4 3 (5.00%) Python Developer
4 3 (5.00%) Service Analyst
4 3 (5.00%) Systems Analyst
4 3 (5.00%) Web Developer
5 2 (3.33%) Android Developer
5 2 (3.33%) C# .NET Developer
5 2 (3.33%) Insight Analyst
5 2 (3.33%) iOS Developer
5 2 (3.33%) IT Analyst
5 2 (3.33%) IT Technician
5 2 (3.33%) Mobile Developer
5 2 (3.33%) Payroll Consultant
5 2 (3.33%) PMO Analyst
Libraries, Frameworks & Software Standards
1 8 (13.33%) .NET
2 5 (8.33%) JSON
2 5 (8.33%) REST
2 5 (8.33%) Web Services
3 2 (3.33%) Django
3 2 (3.33%) React
4 1 (1.67%) CSS
4 1 (1.67%) Flask
4 1 (1.67%) HTML
4 1 (1.67%) jQuery
4 1 (1.67%) React Native
4 1 (1.67%) Redux
4 1 (1.67%) SOAP
4 1 (1.67%) XML
Miscellaneous
1 11 (18.33%) Self-Motivation
2 8 (13.33%) Analytical Mindset
3 5 (8.33%) User Experience
4 4 (6.67%) Mobile App
5 2 (3.33%) iPhone
6 1 (1.67%) Credit Risk
6 1 (1.67%) Mainframe
6 1 (1.67%) Management Information System
Operating Systems
1 5 (8.33%) Windows
2 4 (6.67%) Apple iOS
3 3 (5.00%) Android
3 3 (5.00%) Linux
3 3 (5.00%) Unix
3 3 (5.00%) Windows Server
3 3 (5.00%) Windows Server 2008
3 3 (5.00%) Windows Server 2012
4 1 (1.67%) Windows 10
4 1 (1.67%) Windows 7
Processes & Methodologies
1 23 (38.33%) Problem-Solving
2 19 (31.67%) Agile Software Development
3 13 (21.67%) Analytics
4 11 (18.33%) Scrum
5 10 (16.67%) ITIL
6 9 (15.00%) Change Management
7 7 (11.67%) Business Intelligence
7 7 (11.67%) SDLC
8 6 (10.00%) Artificial Intelligence
8 6 (10.00%) Data Modelling
8 6 (10.00%) Data Science
8 6 (10.00%) IT Strategy
8 6 (10.00%) OOD
8 6 (10.00%) Project Management
8 6 (10.00%) SOLID
8 6 (10.00%) Statistical Analysis
8 6 (10.00%) TDD
8 6 (10.00%) Unit Testing
9 5 (8.33%) Business Analysis
9 5 (8.33%) Data Strategy
Programming Languages
1 10 (16.67%) Java
2 9 (15.00%) SQL
3 7 (11.67%) C#
4 5 (8.33%) JavaScript
4 5 (8.33%) Python
5 4 (6.67%) PHP
6 3 (5.00%) C++
6 3 (5.00%) Kotlin
7 2 (3.33%) Apple Swift
7 2 (3.33%) PL/SQL
7 2 (3.33%) R
7 2 (3.33%) T-SQL
8 1 (1.67%) COBOL
8 1 (1.67%) PL/1
Qualifications
1 10 (16.67%) Degree
2 4 (6.67%) ITIL Certification
2 4 (6.67%) MBA
3 3 (5.00%) Microsoft Certification
4 2 (3.33%) Computer Science Degree
4 2 (3.33%) Master's Degree
4 2 (3.33%) VMware Certified Professional (VCP)
5 1 (1.67%) A+ Certification
5 1 (1.67%) CompTIA Security+
5 1 (1.67%) Network+ Certification
Quality Assurance & Compliance
1 4 (6.67%) QA
2 2 (3.33%) PMO
3 1 (1.67%) Data Quality
System Software
1 4 (6.67%) Active Directory
2 3 (5.00%) VMware Infrastructure
2 3 (5.00%) vSphere
Systems Management
1 1 (1.67%) Tivoli Storage Manager
Vendors
1 14 (23.33%) Microsoft
2 5 (8.33%) VMware
3 3 (5.00%) Avaya
3 3 (5.00%) Cisco
3 3 (5.00%) Red Hat
3 3 (5.00%) Tableau
4 2 (3.33%) Oracle
4 2 (3.33%) SAP
5 1 (1.67%) Sitecore