Period
to 20 July 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 20 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Wales > Cardiff
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 35 25 24
Rank change year-on-year -10 -1 -5
Permanent jobs citing Analytical Skills 60 84 118
As % of all permanent IT jobs advertised in Cardiff 6.02% 8.11% 8.55%
As % of the Miscellaneous category 16.17% 25.45% 28.85%
Number of salaries quoted 54 67 106
Cardiff median annual salary £39,500 £35,000 £35,000
Median salary % change year-on-year +12.86% - -
10th Percentile £22,650 £23,000 £25,125
90th Percentile £65,000 £47,500 £58,125
South Wales median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +7.14%

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 371 330 409
As % of all permanent IT jobs advertised in Cardiff 37.21% 31.85% 29.64%
Number of salaries quoted 328 296 356
Cardiff median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £25,000 £22,500 £23,500
90th Percentile £67,500 £55,000 £53,750
South Wales median annual salary £42,500 £37,725 £37,500
% change year-on-year +12.66% +0.60% +1.35%

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 20 July 2018.

Salary histogram for Analytical Skills in Cardiff

For the 6 months to 20 July 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 23 (38.33%) Agile Software Development
2 22 (36.67%) Finance
3 18 (30.00%) Problem-Solving
4 14 (23.33%) Scrum
5 13 (21.67%) Degree
6 11 (18.33%) Business Analysis
7 10 (16.67%) Oracle
7 10 (16.67%) Unix
8 9 (15.00%) Java
8 9 (15.00%) SQL
8 9 (15.00%) Computer Science
8 9 (15.00%) Amazon AWS
8 9 (15.00%) User Stories
9 8 (13.33%) Web Services
10 7 (11.67%) Linux
11 6 (10.00%) Windows
11 6 (10.00%) Python
11 6 (10.00%) TCP/IP
11 6 (10.00%) Oracle Database
11 6 (10.00%) Microsoft Azure
11 6 (10.00%) Continuous Improvement
12 5 (8.33%) Waterfall
12 5 (8.33%) Database Security
12 5 (8.33%) Business Transformation
12 5 (8.33%) DevOps
12 5 (8.33%) Microsoft
12 5 (8.33%) Oracle Certification
12 5 (8.33%) Configuration Management
12 5 (8.33%) Microsoft Office
12 5 (8.33%) Management Information System

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 3 (5.00%) MS Exchange
2 2 (3.33%) Apache Spark
2 2 (3.33%) JBoss
3 1 (1.67%) Apache Pig
3 1 (1.67%) Drupal
3 1 (1.67%) SAS
3 1 (1.67%) SharePoint
3 1 (1.67%) Tomcat
3 1 (1.67%) Umbraco
3 1 (1.67%) WordPress
Applications
1 5 (8.33%) Microsoft Office
2 1 (1.67%) Microsoft Excel
Business Applications
1 5 (8.33%) Oracle EBS
Cloud Services
1 9 (15.00%) Amazon AWS
2 6 (10.00%) Microsoft Azure
3 3 (5.00%) Office 365
3 3 (5.00%) Slack
4 2 (3.33%) Cloud Computing
4 2 (3.33%) GitHub
4 2 (3.33%) Google Cloud Platform
4 2 (3.33%) Trello
Communications & Networking
1 6 (10.00%) TCP/IP
2 4 (6.67%) Firewall
3 3 (5.00%) FTP
3 3 (5.00%) HTTP
3 3 (5.00%) VLAN
4 2 (3.33%) Skype
5 1 (1.67%) DNS
5 1 (1.67%) Internet
5 1 (1.67%) Intranet
5 1 (1.67%) Network Security
5 1 (1.67%) VPN
Database & Business Intelligence
1 6 (10.00%) Oracle Database
2 3 (5.00%) MySQL
2 3 (5.00%) SQL Server Integration Services
3 2 (3.33%) Big Data
3 2 (3.33%) Data Warehouse
3 2 (3.33%) Hadoop
3 2 (3.33%) Pentaho
3 2 (3.33%) SQL Server
4 1 (1.67%) Mixpanel
4 1 (1.67%) PostgreSQL
4 1 (1.67%) Power BI
Development Applications
1 3 (5.00%) Cucumber
1 3 (5.00%) Selenium
2 2 (3.33%) Ant
2 2 (3.33%) CircleCI
2 2 (3.33%) Git (software)
2 2 (3.33%) Maven
2 2 (3.33%) Team Foundation Server
3 1 (1.67%) Jenkins
3 1 (1.67%) JIRA
General
1 22 (36.67%) Finance
2 2 (3.33%) Marketing
3 1 (1.67%) Games
3 1 (1.67%) Legal
3 1 (1.67%) Manufacturing
3 1 (1.67%) Pharmaceutical
Job Titles
1 25 (41.67%) Analyst
2 16 (26.67%) Business Analyst
3 10 (16.67%) Developer
4 6 (10.00%) Architect
5 5 (8.33%) DBA
5 5 (8.33%) Oracle DBA
6 4 (6.67%) Administrator
6 4 (6.67%) Junior
6 4 (6.67%) Senior Developer
6 4 (6.67%) Solutions Architect
7 3 (5.00%) Data Analyst
7 3 (5.00%) DevOps Engineer
7 3 (5.00%) IT Engineer
7 3 (5.00%) IT Support
7 3 (5.00%) IT Support Engineer
7 3 (5.00%) Junior IT Engineer
7 3 (5.00%) Junior IT Support
7 3 (5.00%) Junior Support Engineer
7 3 (5.00%) SOC Analyst
7 3 (5.00%) Support Engineer
Libraries, Frameworks & Software Standards
1 8 (13.33%) Web Services
2 4 (6.67%) Spring
2 4 (6.67%) XML
3 3 (5.00%) React
3 3 (5.00%) REST
3 3 (5.00%) SOAP
4 2 (3.33%) Django
4 2 (3.33%) J2EE
4 2 (3.33%) React Native
4 2 (3.33%) Spring Security
4 2 (3.33%) Visualforce
5 1 (1.67%) .NET
5 1 (1.67%) AngularJS
5 1 (1.67%) CSS
5 1 (1.67%) Gherkin
5 1 (1.67%) Hibernate
5 1 (1.67%) HTML
5 1 (1.67%) LAPP Stack
5 1 (1.67%) Spring Boot
Miscellaneous
1 9 (15.00%) Computer Science
2 5 (8.33%) Management Information System
3 4 (6.67%) CMDB
3 4 (6.67%) Greenfield Project
4 2 (3.33%) Analytical Mindset
4 2 (3.33%) Mobile App
4 2 (3.33%) Self-Motivation
4 2 (3.33%) User Experience
5 1 (1.67%) BBC
5 1 (1.67%) Credit Risk
5 1 (1.67%) Security Operations Centre
5 1 (1.67%) Social Media
5 1 (1.67%) Virtual Team
Operating Systems
1 10 (16.67%) Unix
2 7 (11.67%) Linux
3 6 (10.00%) Windows
4 3 (5.00%) Android
4 3 (5.00%) Apple iOS
4 3 (5.00%) CentOS
4 3 (5.00%) Windows 7
5 2 (3.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 23 (38.33%) Agile Software Development
2 18 (30.00%) Problem-Solving
3 14 (23.33%) Scrum
4 11 (18.33%) Business Analysis
5 9 (15.00%) User Stories
6 6 (10.00%) Continuous Improvement
7 5 (8.33%) Business Transformation
7 5 (8.33%) Configuration Management
7 5 (8.33%) Database Security
7 5 (8.33%) DevOps
7 5 (8.33%) Disaster Recovery
7 5 (8.33%) Waterfall
8 4 (6.67%) Decision-Making
8 4 (6.67%) Enterprise Architecture
8 4 (6.67%) Process Improvement
8 4 (6.67%) SDLC
8 4 (6.67%) Security Patching
8 4 (6.67%) Service Delivery
8 4 (6.67%) SOA
8 4 (6.67%) TOGAF
Programming Languages
1 9 (15.00%) Java
1 9 (15.00%) SQL
2 6 (10.00%) Python
3 3 (5.00%) JavaScript
4 2 (3.33%) Apex Code
4 2 (3.33%) Bash Shell
4 2 (3.33%) Groovy
5 1 (1.67%) C#
5 1 (1.67%) C-shell
5 1 (1.67%) Julia
5 1 (1.67%) MATLAB
5 1 (1.67%) Perl
5 1 (1.67%) R
5 1 (1.67%) VB
Qualifications
1 13 (21.67%) Degree
2 5 (8.33%) Oracle Certification
3 4 (6.67%) CEH
3 4 (6.67%) OCA
4 3 (5.00%) CCNA
4 3 (5.00%) CISA
4 3 (5.00%) Cisco Certification
4 3 (5.00%) CISMP
4 3 (5.00%) CISSP
4 3 (5.00%) GIAC
4 3 (5.00%) Security Cleared
5 1 (1.67%) AWS Certification
5 1 (1.67%) CCNP
5 1 (1.67%) Computer Science Degree
5 1 (1.67%) OSCP
5 1 (1.67%) PMP
Quality Assurance & Compliance
1 3 (5.00%) QA
2 1 (1.67%) Data Quality
2 1 (1.67%) PMO
System Software
1 3 (5.00%) Active Directory
2 1 (1.67%) Docker
Systems Management
1 3 (5.00%) Ansible
1 3 (5.00%) QRadar
2 2 (3.33%) HP Fortify
3 1 (1.67%) Terraform
Vendors
1 10 (16.67%) Oracle
2 5 (8.33%) Microsoft
3 3 (5.00%) AlienVault
3 3 (5.00%) Cisco
3 3 (5.00%) Juniper
3 3 (5.00%) LogRhythm
3 3 (5.00%) Palo Alto
3 3 (5.00%) Red Hat
3 3 (5.00%) Splunk
4 2 (3.33%) Google
4 2 (3.33%) Salesforce.com
4 2 (3.33%) VMware
5 1 (1.67%) SAP
5 1 (1.67%) Tableau