Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Wales > Cardiff
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 22 24 24
Rank change year-on-year +2 0 -1
Permanent jobs citing Analytical Skills 64 104 117
As % of all permanent IT jobs advertised in Cardiff 7.88% 7.75% 7.58%
As % of the Miscellaneous category 22.94% 23.27% 25.22%
Number of salaries quoted 59 99 104
Cardiff median annual salary £39,000 £40,000 £35,000
Median salary % change year-on-year -2.50% +14.29% +4.48%
10th Percentile £26,250 £26,850 £23,600
90th Percentile £62,500 £68,750 £47,500
South Wales median annual salary £39,500 £40,000 £34,000
% change year-on-year -1.25% +17.65% +3.03%

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 279 447 464
As % of all permanent IT jobs advertised in Cardiff 34.36% 33.31% 30.05%
Number of salaries quoted 241 416 383
Cardiff median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% -
10th Percentile £21,250 £22,750 £21,000
90th Percentile £53,750 £65,000 £52,500
South Wales median annual salary £37,750 £37,500 £35,000
% change year-on-year +0.67% +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 14 December 2017.

Salary histogram for Analytical Skills in Cardiff

For the 6 months to 14 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cardiff region with a requirement for Analytical Skills.

1 31 (48.44%) Finance
2 20 (31.25%) SQL
3 14 (21.88%) Coaching
4 12 (18.75%) Microsoft
4 12 (18.75%) Retail
5 11 (17.19%) Test Automation
5 11 (17.19%) Waterfall
5 11 (17.19%) VPN
5 11 (17.19%) SQL Server
5 11 (17.19%) Software Delivery
6 10 (15.63%) Defect Management
6 10 (15.63%) ISTQB Foundation Certification
6 10 (15.63%) Workload Management
6 10 (15.63%) ITIL
6 10 (15.63%) ISTQB
6 10 (15.63%) Test Management
7 9 (14.06%) Degree
7 9 (14.06%) Windows
7 9 (14.06%) Microsoft Office
7 9 (14.06%) Cisco
7 9 (14.06%) Avaya
8 8 (12.50%) JavaScript
8 8 (12.50%) Service Management
8 8 (12.50%) Firewall
8 8 (12.50%) VMware
8 8 (12.50%) VMware Infrastructure
9 7 (10.94%) Windows Server 2008
9 7 (10.94%) Process Improvement
9 7 (10.94%) Windows Server 2012
9 7 (10.94%) Disaster Recovery

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 (4.69%) IIS
2 2 (3.13%) Apache Spark
2 2 (3.13%) CMS
3 1 (1.56%) Apache
3 1 (1.56%) Apache Pig
3 1 (1.56%) Elasticsearch
3 1 (1.56%) Exchange Server 2013
3 1 (1.56%) MS Exchange
3 1 (1.56%) SAS
3 1 (1.56%) SharePoint
3 1 (1.56%) Sitecore CMS
3 1 (1.56%) WordPress
Applications
1 9 (14.06%) Microsoft Office
2 3 (4.69%) Microsoft Excel
3 2 (3.13%) Microsoft Project
4 1 (1.56%) Microsoft PowerPoint
Business Applications
1 2 (3.13%) Oracle Receivables
2 1 (1.56%) Dynamics AX
Cloud Services
1 4 (6.25%) Amazon AWS
2 3 (4.69%) Microsoft Azure
3 2 (3.13%) PaaS
4 1 (1.56%) Cloud Computing
Communications & Networking
1 11 (17.19%) VPN
2 8 (12.50%) Firewall
3 6 (9.38%) Wi-Fi
4 5 (7.81%) LAN
4 5 (7.81%) SAN
4 5 (7.81%) Unified Communications
5 4 (6.25%) Internet
6 3 (4.69%) DNS
6 3 (4.69%) H.323
6 3 (4.69%) VoIP
6 3 (4.69%) WAN
7 2 (3.13%) BGP
7 2 (3.13%) BIG-IP
7 2 (3.13%) DHCP
7 2 (3.13%) MPLS
7 2 (3.13%) OSPF
7 2 (3.13%) SMS
8 1 (1.56%) iSCSI
Database & Business Intelligence
1 11 (17.19%) SQL Server
2 5 (7.81%) SQL Server Integration Services
3 4 (6.25%) BusinessObjects
3 4 (6.25%) SQL Server Reporting Services
4 3 (4.69%) Data Mining
4 3 (4.69%) Data Warehouse
4 3 (4.69%) Hadoop
4 3 (4.69%) MS Access
4 3 (4.69%) Oracle Database
4 3 (4.69%) Oracle Reports
5 2 (3.13%) Apache Hive
5 2 (3.13%) DB2
5 2 (3.13%) WhereScape RED
6 1 (1.56%) Big Data
6 1 (1.56%) MongoDB
6 1 (1.56%) MySQL
6 1 (1.56%) Oracle Database 11g
6 1 (1.56%) Oracle Database 12c
6 1 (1.56%) Redis
6 1 (1.56%) SQL Server 2008
Development Applications
1 5 (7.81%) Team Foundation Server
2 3 (4.69%) Oracle Forms
3 2 (3.13%) SQL Server Management Studio (SSMS)
3 2 (3.13%) TeamCity
3 2 (3.13%) Visual Studio
4 1 (1.56%) Grunt
4 1 (1.56%) gulp
4 1 (1.56%) Visual Studio Team System
General
1 31 (48.44%) Finance
2 12 (18.75%) Retail
3 4 (6.25%) Telecoms
4 3 (4.69%) Law
5 2 (3.13%) Pharmaceutical
6 1 (1.56%) Legal
6 1 (1.56%) Manufacturing
6 1 (1.56%) Marketing
Job Titles
1 26 (40.63%) Analyst
2 16 (25.00%) Developer
3 11 (17.19%) Senior Analyst
4 10 (15.63%) Senior Test Analyst
4 10 (15.63%) Test Analyst
5 5 (7.81%) Business Analyst
5 5 (7.81%) Team Leader
6 4 (6.25%) Infrastructure Team Leader
6 4 (6.25%) Lead Developer
7 3 (4.69%) Business Intelligence Developer
7 3 (4.69%) Business Systems Analyst
7 3 (4.69%) Junior
7 3 (4.69%) Junior Analyst
7 3 (4.69%) Oracle Developer
7 3 (4.69%) SQL Developer
7 3 (4.69%) Support Engineer
7 3 (4.69%) Systems Analyst
7 3 (4.69%) Telephony Engineer
8 2 (3.13%) Architect
8 2 (3.13%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 4 (6.25%) .NET
1 4 (6.25%) CSS
1 4 (6.25%) J2EE
1 4 (6.25%) Spring
1 4 (6.25%) Spring Security
2 3 (4.69%) HTML
2 3 (4.69%) Twitter Bootstrap
3 2 (3.13%) AngularJS
3 2 (3.13%) ASP.NET Web Forms
3 2 (3.13%) HTML5
3 2 (3.13%) jQuery
3 2 (3.13%) LESS
4 1 (1.56%) ASP.NET MVC
4 1 (1.56%) CSS3
4 1 (1.56%) Elastic Stack
4 1 (1.56%) KnockoutJS
4 1 (1.56%) Pandas
4 1 (1.56%) Razor View Engine
4 1 (1.56%) React
4 1 (1.56%) Sass
Miscellaneous
1 3 (4.69%) Data Structures
1 3 (4.69%) Enterprise Software
1 3 (4.69%) Management Information System
2 2 (3.13%) Credit Risk
3 1 (1.56%) CMDB
3 1 (1.56%) Computer Science
3 1 (1.56%) Data Centre
3 1 (1.56%) Public Cloud
3 1 (1.56%) Virtual Team
Operating Systems
1 9 (14.06%) Windows
2 7 (10.94%) Linux
2 7 (10.94%) Windows Server
2 7 (10.94%) Windows Server 2008
2 7 (10.94%) Windows Server 2012
3 6 (9.38%) Unix
4 4 (6.25%) Solaris
5 1 (1.56%) CentOS
5 1 (1.56%) Red Hat Enterprise Linux
5 1 (1.56%) VMS
Processes & Methodologies
1 14 (21.88%) Coaching
2 11 (17.19%) Software Delivery
2 11 (17.19%) Test Automation
2 11 (17.19%) Waterfall
3 10 (15.63%) Defect Management
3 10 (15.63%) ITIL
3 10 (15.63%) Test Management
3 10 (15.63%) Workload Management
4 8 (12.50%) Service Management
5 7 (10.94%) Analytical Thinking
5 7 (10.94%) Disaster Recovery
5 7 (10.94%) Process Improvement
6 6 (9.38%) Data Modelling
6 6 (9.38%) ETL
6 6 (9.38%) Performance Management
6 6 (9.38%) Project Management
7 5 (7.81%) Agile Software Development
7 5 (7.81%) Business Intelligence
7 5 (7.81%) Change Management
7 5 (7.81%) Problem Management
Programming Languages
1 20 (31.25%) SQL
2 8 (12.50%) JavaScript
3 5 (7.81%) Java
4 3 (4.69%) C#
4 3 (4.69%) PL/SQL
4 3 (4.69%) T-SQL
4 3 (4.69%) VB
4 3 (4.69%) VBA
5 1 (1.56%) PHP
5 1 (1.56%) PowerShell
5 1 (1.56%) Python
5 1 (1.56%) R
5 1 (1.56%) TypeScript
Qualifications
1 10 (15.63%) ISTQB
1 10 (15.63%) ISTQB Foundation Certification
2 9 (14.06%) Degree
3 4 (6.25%) CEH
3 4 (6.25%) CISMP
3 4 (6.25%) CISSP
3 4 (6.25%) GIAC
3 4 (6.25%) Microsoft Certification
4 3 (4.69%) Avaya Certification
4 3 (4.69%) ITIL Foundation Certificate
4 3 (4.69%) MCSE
5 2 (3.13%) CCNP
5 2 (3.13%) Cisco Certification
5 2 (3.13%) MCITP
6 1 (1.56%) Computer Science Degree
6 1 (1.56%) MCSA
6 1 (1.56%) Numerate Degree
6 1 (1.56%) PMP
Quality Assurance & Compliance
1 5 (7.81%) PMO
2 4 (6.25%) QA
3 3 (4.69%) SLA
4 1 (1.56%) Data Quality
System Software
1 8 (12.50%) VMware Infrastructure
2 7 (10.94%) Active Directory
3 6 (9.38%) vSphere
4 2 (3.13%) VMware ESXi
Systems Management
1 3 (4.69%) Systems Management Server (SMS)
2 1 (1.56%) Cisco CUCM
2 1 (1.56%) Opscode Chef
2 1 (1.56%) Puppet
2 1 (1.56%) ServiceCenter
Vendors
1 12 (18.75%) Microsoft
2 9 (14.06%) Avaya
2 9 (14.06%) Cisco
3 8 (12.50%) VMware
4 4 (6.25%) Oracle
4 4 (6.25%) Red Hat
5 3 (4.69%) Tableau
6 2 (3.13%) CheckPoint
6 2 (3.13%) Sitecore
7 1 (1.56%) Dell
7 1 (1.56%) HP
7 1 (1.56%) Twitter