Period
to 23 November 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in South Wales. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
Wales > South Wales
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 31 21 24
Rank change year-on-year -10 +3 -2
Permanent jobs citing Analytical Skills 96 186 199
As % of all permanent IT jobs advertised in South Wales 6.69% 8.51% 8.22%
As % of the Miscellaneous category 20.78% 25.73% 26.05%
Number of salaries quoted 87 165 180
South Wales median annual salary £39,000 £40,000 £34,000
Median salary % change year-on-year -2.50% +17.65% +3.03%
10th Percentile £26,050 £26,450 £22,225
90th Percentile £61,250 £68,750 £50,200
Wales median annual salary £37,500 £40,000 £34,000
% change year-on-year -6.25% +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 South Wales with a requirement for generic IT skills.

All Generic IT Skills
South Wales
Permanent vacancies with a requirement for generic IT skills 462 723 764
As % of all permanent IT jobs advertised in South Wales 32.20% 33.09% 31.54%
Number of salaries quoted 403 640 642
South Wales median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% -
10th Percentile £21,275 £22,500 £21,300
90th Percentile £57,500 £57,500 £52,500
Wales median annual salary £37,500 £37,500 £35,000
% change year-on-year - +7.14% -

Analytical Skills
Job Vacancy Trend in South Wales

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

Job vacancy trend for Analytical Skills in South Wales

Analytical Skills
Salary Trend in South Wales

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

Salary trend for Analytical Skills in South Wales

Analytical Skills
Salary Histogram in South Wales

The salary distribution of IT jobs citing Analytical Skills in South Wales over the 6 months to 23 November 2017.

Salary histogram for Analytical Skills in South Wales

Analytical Skills
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the South Wales region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +2 63 £39,000 -2.50% 4
Newport -23 16 £36,500 -14.12% 2
Caerphilly -6 7 £45,000 +55.17%
Torfaen +7 5 £29,375 -52.04%
Analytical Skills
Wales

For the 6 months to 23 November 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 South Wales region with a requirement for Analytical Skills.

1 37 (38.54%) Finance
2 32 (33.33%) SQL
3 26 (27.08%) Microsoft
4 17 (17.71%) SQL Server
5 16 (16.67%) Agile Software Development
5 16 (16.67%) Degree
6 15 (15.63%) ITIL
6 15 (15.63%) Coaching
7 14 (14.58%) Windows
8 13 (13.54%) VPN
9 12 (12.50%) Cisco
9 12 (12.50%) Java
9 12 (12.50%) Software Engineering
10 11 (11.46%) Firewall
10 11 (11.46%) Avaya
11 10 (10.42%) Active Directory
11 10 (10.42%) Wi-Fi
11 10 (10.42%) Service Management
11 10 (10.42%) Unix
11 10 (10.42%) Spring
11 10 (10.42%) Web Development
11 10 (10.42%) Retail
11 10 (10.42%) VMware
12 9 (9.38%) Web Services
12 9 (9.38%) JavaScript
12 9 (9.38%) ERP
12 9 (9.38%) Project Management
12 9 (9.38%) Analytical Thinking
12 9 (9.38%) VMware Infrastructure
13 8 (8.33%) Windows Server 2008

Analytical Skills
Co-occurring IT Skills in South Wales 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 4 (4.17%) IIS
2 3 (3.13%) Apache Spark
2 3 (3.13%) CMS
2 3 (3.13%) SAS
2 3 (3.13%) SharePoint
3 2 (2.08%) Exchange Server 2013
3 2 (2.08%) MS Exchange
3 2 (2.08%) Sitecore CMS
4 1 (1.04%) Apache
4 1 (1.04%) Apache Pig
4 1 (1.04%) Elasticsearch
4 1 (1.04%) WordPress
Applications
1 6 (6.25%) Microsoft Excel
1 6 (6.25%) Microsoft Office
2 2 (2.08%) Microsoft PowerPoint
2 2 (2.08%) Microsoft Project
Business Applications
1 7 (7.29%) Oracle Receivables
2 2 (2.08%) Dynamics AX
2 2 (2.08%) Dynamics NAV
3 1 (1.04%) Dynamics CRM
Cloud Services
1 6 (6.25%) Amazon AWS
2 5 (5.21%) PaaS
3 4 (4.17%) Microsoft Azure
4 2 (2.08%) Cloud Computing
4 2 (2.08%) IaaS
4 2 (2.08%) SaaS
Communications & Networking
1 13 (13.54%) VPN
2 11 (11.46%) Firewall
3 10 (10.42%) Wi-Fi
4 6 (6.25%) LAN
4 6 (6.25%) VoIP
5 5 (5.21%) Internet
5 5 (5.21%) SAN
5 5 (5.21%) Unified Communications
6 3 (3.13%) DNS
6 3 (3.13%) H.323
6 3 (3.13%) WAN
7 2 (2.08%) BGP
7 2 (2.08%) BIG-IP
7 2 (2.08%) DHCP
7 2 (2.08%) MPLS
7 2 (2.08%) OSPF
7 2 (2.08%) SMS
8 1 (1.04%) Broadband
8 1 (1.04%) TCP/IP
8 1 (1.04%) Wireless
Database & Business Intelligence
1 17 (17.71%) SQL Server
2 6 (6.25%) MySQL
3 5 (5.21%) SQL Server Integration Services
4 4 (4.17%) Data Warehouse
4 4 (4.17%) Hadoop
4 4 (4.17%) SQL Server Reporting Services
5 3 (3.13%) Apache Hive
5 3 (3.13%) Data Mining
5 3 (3.13%) Oracle Database
6 2 (2.08%) BusinessObjects
6 2 (2.08%) MongoDB
6 2 (2.08%) MS Access
6 2 (2.08%) Oracle Reports
6 2 (2.08%) Pentaho
6 2 (2.08%) WhereScape RED
7 1 (1.04%) Amazon Redshift
7 1 (1.04%) Big Data
7 1 (1.04%) PowerPivot
7 1 (1.04%) Redis
7 1 (1.04%) SQL Server 2008
Development Applications
1 7 (7.29%) Team Foundation Server
2 5 (5.21%) Maven
2 5 (5.21%) SQL Server Management Studio (SSMS)
3 4 (4.17%) TeamCity
3 4 (4.17%) Visual Studio
4 2 (2.08%) Oracle Forms
5 1 (1.04%) Cucumber
5 1 (1.04%) Grunt
5 1 (1.04%) gulp
5 1 (1.04%) Rational DOORS
5 1 (1.04%) Rational Rhapsody
5 1 (1.04%) Selenium
5 1 (1.04%) SpecFlow
5 1 (1.04%) Visual Studio Team System
General
1 37 (38.54%) Finance
2 10 (10.42%) Retail
3 6 (6.25%) Telecoms
4 4 (4.17%) Advertising
4 4 (4.17%) Marketing
5 3 (3.13%) Law
6 2 (2.08%) Banking
6 2 (2.08%) Manufacturing
6 2 (2.08%) Multimedia
7 1 (1.04%) Aerospace
7 1 (1.04%) Legal
7 1 (1.04%) Military
Job Titles
1 26 (27.08%) Analyst
2 24 (25.00%) Developer
3 8 (8.33%) Java Developer
4 7 (7.29%) Business Analyst
4 7 (7.29%) Support Engineer
5 6 (6.25%) Developer/Software Engineer
5 6 (6.25%) Senior Analyst
5 6 (6.25%) Software Engineer
6 5 (5.21%) Java Engineer
6 5 (5.21%) Java Software Developer
6 5 (5.21%) Java Software Engineer
6 5 (5.21%) Senior Developer
6 5 (5.21%) Senior Test Analyst
6 5 (5.21%) Team Leader
6 5 (5.21%) Test Analyst
7 4 (4.17%) Infrastructure Team Leader
7 4 (4.17%) IT Support
7 4 (4.17%) Project Manager
8 3 (3.13%) 2nd Line Engineer
8 3 (3.13%) Data Scientist
Libraries, Frameworks & Software Standards
1 10 (10.42%) Spring
2 9 (9.38%) Web Services
3 8 (8.33%) .NET
3 8 (8.33%) SOAP
4 6 (6.25%) CSS
5 5 (5.21%) Hibernate
5 5 (5.21%) HTML
5 5 (5.21%) XML
6 4 (4.17%) ASP.NET Web Forms
6 4 (4.17%) Twitter Bootstrap
7 3 (3.13%) AngularJS
7 3 (3.13%) Apache Camel
7 3 (3.13%) JPA
7 3 (3.13%) jQuery
7 3 (3.13%) REST
8 2 (2.08%) ASP.NET
8 2 (2.08%) HTML5
8 2 (2.08%) J2EE
8 2 (2.08%) LESS
8 2 (2.08%) Spring Security
Miscellaneous
1 6 (6.25%) User Experience
2 5 (5.21%) Computer Science
3 3 (3.13%) Credit Risk
3 3 (3.13%) Data Structures
3 3 (3.13%) Enterprise Software
3 3 (3.13%) Management Information System
4 2 (2.08%) Greenfield Project
4 2 (2.08%) NHS
5 1 (1.04%) CMDB
5 1 (1.04%) Data Centre
5 1 (1.04%) e-Learning
5 1 (1.04%) Mobile Computing
5 1 (1.04%) Public Cloud
5 1 (1.04%) Virtual Team
Operating Systems
1 14 (14.58%) Windows
2 10 (10.42%) Unix
3 8 (8.33%) Linux
3 8 (8.33%) Windows Server
3 8 (8.33%) Windows Server 2008
3 8 (8.33%) Windows Server 2012
4 4 (4.17%) Solaris
5 3 (3.13%) Android
5 3 (3.13%) Apple iOS
6 2 (2.08%) VMS
7 1 (1.04%) CentOS
7 1 (1.04%) Red Hat Enterprise Linux
7 1 (1.04%) Windows 7
7 1 (1.04%) Windows 8
Processes & Methodologies
1 16 (16.67%) Agile Software Development
2 15 (15.63%) Coaching
2 15 (15.63%) ITIL
3 12 (12.50%) Software Engineering
4 10 (10.42%) Service Management
4 10 (10.42%) Web Development
5 9 (9.38%) Analytical Thinking
5 9 (9.38%) ERP
5 9 (9.38%) Project Management
6 8 (8.33%) Mentoring
6 8 (8.33%) Process Improvement
7 7 (7.29%) Change Management
7 7 (7.29%) Disaster Recovery
8 6 (6.25%) Business Intelligence
8 6 (6.25%) Continuous Improvement
8 6 (6.25%) ETL
8 6 (6.25%) MVC
8 6 (6.25%) Performance Management
8 6 (6.25%) Problem Management
8 6 (6.25%) Stakeholder Management
Programming Languages
1 32 (33.33%) SQL
2 12 (12.50%) Java
3 9 (9.38%) JavaScript
4 7 (7.29%) C#
5 5 (5.21%) VBA
6 4 (4.17%) Python
6 4 (4.17%) R
7 3 (3.13%) C
7 3 (3.13%) T-SQL
8 2 (2.08%) C++
8 2 (2.08%) PL/SQL
8 2 (2.08%) PowerShell
8 2 (2.08%) TypeScript
9 1 (1.04%) PHP
9 1 (1.04%) VB
Qualifications
1 16 (16.67%) Degree
2 5 (5.21%) ISTQB
2 5 (5.21%) ISTQB Foundation Certification
2 5 (5.21%) Microsoft Certification
3 4 (4.17%) Cisco Certification
3 4 (4.17%) MCSE
4 3 (3.13%) Avaya Certification
4 3 (3.13%) HND
4 3 (3.13%) ITIL Foundation Certificate
4 3 (3.13%) MCITP
4 3 (3.13%) Security Cleared
5 2 (2.08%) CCNA
5 2 (2.08%) CCNP
5 2 (2.08%) CEH
5 2 (2.08%) CISMP
5 2 (2.08%) CISSP
5 2 (2.08%) Computer Science Degree
5 2 (2.08%) GIAC
5 2 (2.08%) Network+ Certification
5 2 (2.08%) SC Cleared
Quality Assurance & Compliance
1 6 (6.25%) QA
2 5 (5.21%) PMO
3 4 (4.17%) SLA
4 1 (1.04%) Data Quality
System Software
1 10 (10.42%) Active Directory
2 9 (9.38%) VMware Infrastructure
3 7 (7.29%) vSphere
4 3 (3.13%) VMware ESXi
Systems Management
1 3 (3.13%) Systems Management Server (SMS)
2 2 (2.08%) Opscode Chef
2 2 (2.08%) Puppet
3 1 (1.04%) Cisco CUCM
3 1 (1.04%) HP Quality Center
3 1 (1.04%) ServiceCenter
Vendors
1 26 (27.08%) Microsoft
2 12 (12.50%) Cisco
3 11 (11.46%) Avaya
4 10 (10.42%) VMware
5 8 (8.33%) Oracle
6 4 (4.17%) Red Hat
6 4 (4.17%) Sitecore
7 3 (3.13%) SAP
8 2 (2.08%) CheckPoint
8 2 (2.08%) HP
8 2 (2.08%) Nortel
8 2 (2.08%) Twitter
9 1 (1.04%) Dell
9 1 (1.04%) IBM
9 1 (1.04%) Mitel
9 1 (1.04%) Tableau