Period
to 27 January 2021

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 27 January 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Wales > Cardiff
6 months to
27 Jan 2021
Same period 2020 Same period 2019
Rank 26 46 24
Rank change year-on-year +20 -22 -6
Permanent jobs citing Analytical Skills 42 50 73
As % of all permanent jobs advertised in Cardiff 6.98% 4.26% 7.09%
As % of the Miscellaneous category 27.81% 15.67% 24.17%
Number of salaries quoted 40 37 67
Median annual salary £43,500 £40,000 £40,000
Median salary % change year-on-year +8.75% - -
10th Percentile £26,250 £32,000 £29,400
90th Percentile £52,700 £55,500 £58,750
South Wales median annual salary £43,500 £38,500 £40,000
% change year-on-year +12.99% -3.75% -

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 151 319 302
As % of all permanent IT jobs advertised in Cardiff 25.08% 27.20% 29.32%
Number of salaries quoted 138 272 251
Median annual salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33% -
10th Percentile £26,175 £26,250 £22,000
90th Percentile £60,750 £57,500 £65,000
South Wales median annual salary £44,250 £42,500 £40,000
% change year-on-year +4.12% +6.25% +3.90%

Analytical Skills
Job Vacancy Trend in Cardiff

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

Job vacancy trend for Analytical Skills in Cardiff

Analytical Skills
Salary Trend in Cardiff

3-month moving average salary quoted in jobs citing Analytical Skills in Cardiff.

Salary trend for Analytical Skills in Cardiff

Analytical Skills
Salary Histogram in Cardiff

Salary distribution for jobs citing Analytical Skills in Cardiff over the 6 months to 27 January 2021.

Salary histogram for Analytical Skills in Cardiff

For the 6 months to 27 January 2021, 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 26 (61.90%) Problem-Solving
2 18 (42.86%) Power Platform
2 18 (42.86%) Power BI
2 18 (42.86%) Business Intelligence
3 14 (33.33%) Data Modelling
4 12 (28.57%) Performance Tuning
5 11 (26.19%) Data Analysis
6 10 (23.81%) Degree
7 9 (21.43%) SQL
8 8 (19.05%) Oracle
8 8 (19.05%) Cognos
8 8 (19.05%) Alteryx
8 8 (19.05%) Security Patching
9 7 (16.67%) Computer Science
9 7 (16.67%) Unix
10 6 (14.29%) Linux
10 6 (14.29%) Red Hat
10 6 (14.29%) Site Server
10 6 (14.29%) Clustering
10 6 (14.29%) Oracle RMAN
10 6 (14.29%) Disaster Recovery
10 6 (14.29%) Oracle EBS
10 6 (14.29%) Finance
10 6 (14.29%) Microsoft Excel
10 6 (14.29%) VMware
10 6 (14.29%) VMware Infrastructure
10 6 (14.29%) PowerShell
10 6 (14.29%) CentOS
10 6 (14.29%) Red Hat Enterprise Linux
10 6 (14.29%) Capacity Planning

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 6 (14.29%) Site Server
2 2 (4.76%) Confluence
2 2 (4.76%) SharePoint
Applications
1 6 (14.29%) Microsoft Excel
2 4 (9.52%) Microsoft PowerPoint
3 2 (4.76%) MS Visio
4 1 (2.38%) Microsoft Office
4 1 (2.38%) Microsoft Project
Business Applications
1 6 (14.29%) Oracle EBS
2 1 (2.38%) Maximo
Cloud Services
1 18 (42.86%) Power Platform
2 1 (2.38%) Adobe Analytics
2 1 (2.38%) Azure
2 1 (2.38%) Google Analytics
2 1 (2.38%) Google Tag Manager
2 1 (2.38%) PowerApps
Communications & Networking
1 6 (14.29%) VSAN
Database & Business Intelligence
1 18 (42.86%) Power BI
2 6 (14.29%) Oracle Database
3 2 (4.76%) Crystal Reports
3 2 (4.76%) Oracle Reports
4 1 (2.38%) Big Data
4 1 (2.38%) DB2
4 1 (2.38%) EDMS
4 1 (2.38%) Microsoft Power View
4 1 (2.38%) PowerPivot
4 1 (2.38%) Tableau
Development Applications
1 3 (7.14%) JIRA
2 1 (2.38%) Toad
General
1 6 (14.29%) Finance
2 2 (4.76%) Manufacturing
2 2 (4.76%) Telecoms
3 1 (2.38%) Legal
3 1 (2.38%) Marketing
3 1 (2.38%) Public Sector
3 1 (2.38%) Retail
3 1 (2.38%) Welsh Language
Job Titles
1 17 (40.48%) Analyst
2 13 (30.95%) Data Analyst
3 6 (14.29%) DBA
3 6 (14.29%) Oracle DBA
4 5 (11.90%) Infrastructure Engineer
5 4 (9.52%) Administrator
5 4 (9.52%) Linux Engineer
5 4 (9.52%) Linux Infrastructure Engineer
5 4 (9.52%) Senior Analyst
5 4 (9.52%) SQL Analyst
5 4 (9.52%) SQL Data Analyst
5 4 (9.52%) VMware Engineer
5 4 (9.52%) VMware Infrastructure Engineer
6 3 (7.14%) Report Analyst
6 3 (7.14%) Senior Data Analyst
7 2 (4.76%) Database Analyst
7 2 (4.76%) Programme Manager
7 2 (4.76%) Project Manager
7 2 (4.76%) Systems Analyst
8 1 (2.38%) Consultant
Libraries, Frameworks & Software Standards
1 2 (4.76%) CSS
1 2 (4.76%) HTML
1 2 (4.76%) XML
1 2 (4.76%) XSLT
Miscellaneous
1 6 (14.29%) Clustering
2 4 (9.52%) Analytical Mindset
3 2 (4.76%) CMDB
3 2 (4.76%) Self-Motivation
4 1 (2.38%) Management Information System
4 1 (2.38%) Replication
4 1 (2.38%) User Experience
4 1 (2.38%) Video Conferencing
4 1 (2.38%) Virtual Team
Operating Systems
1 7 (16.67%) Unix
2 6 (14.29%) CentOS
2 6 (14.29%) Linux
2 6 (14.29%) Red Hat Enterprise Linux
Processes & Methodologies
1 26 (61.90%) Problem-Solving
2 18 (42.86%) Business Intelligence
3 14 (33.33%) Data Modelling
4 12 (28.57%) Performance Tuning
5 11 (26.19%) Data Analysis
6 8 (19.05%) Security Patching
7 7 (16.67%) Computer Science
8 6 (14.29%) Capacity Planning
8 6 (14.29%) Creative Problem-Solving
8 6 (14.29%) Database Tuning
8 6 (14.29%) Disaster Recovery
8 6 (14.29%) Patch Management
8 6 (14.29%) Performance Monitoring
9 5 (11.90%) Infrastructure Engineering
9 5 (11.90%) Stakeholder Management
9 5 (11.90%) Visualisation
10 4 (9.52%) Data Migration
10 4 (9.52%) Migration
11 3 (7.14%) Agile Software Development
11 3 (7.14%) Continuous Improvement
Programming Languages
1 9 (21.43%) SQL
2 6 (14.29%) PowerShell
3 2 (4.76%) PL/SQL
Qualifications
1 10 (23.81%) Degree
2 4 (9.52%) BPSS Clearance
2 4 (9.52%) SC Cleared
2 4 (9.52%) Security Cleared
3 2 (4.76%) OCA
3 2 (4.76%) Oracle Certification
4 1 (2.38%) APMP
Quality Assurance & Compliance
1 1 (2.38%) Data Quality
1 1 (2.38%) PMO
System Software
1 6 (14.29%) Docker
1 6 (14.29%) VMware ESXi
1 6 (14.29%) VMware Infrastructure
Systems Management
1 6 (14.29%) Ansible
1 6 (14.29%) Data Guard
1 6 (14.29%) Kubernetes
1 6 (14.29%) Oracle RMAN
1 6 (14.29%) Terraform
1 6 (14.29%) vCenter Server
Vendors
1 8 (19.05%) Alteryx
1 8 (19.05%) Cognos
1 8 (19.05%) Oracle
2 6 (14.29%) Red Hat
2 6 (14.29%) VMware
3 4 (9.52%) Microsoft
4 2 (4.76%) IFS
5 1 (2.38%) Adobe
5 1 (2.38%) Atlassian
5 1 (2.38%) Google
5 1 (2.38%) Veeam