Period
to 20 May 2018

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

Analytical Skills
Wales > South Wales
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 27 24 22
Rank change year-on-year -3 -2 -5
Permanent jobs citing Analytical Skills 99 136 216
As % of all permanent IT jobs advertised in South Wales 7.56% 8.34% 9.20%
As % of the Miscellaneous category 21.66% 24.42% 29.59%
Number of salaries quoted 90 98 178
South Wales median annual salary £37,500 £40,000 £37,000
Median salary % change year-on-year -6.25% +8.11% +5.71%
10th Percentile £22,975 £23,000 £23,350
90th Percentile £62,625 £53,750 £57,500
Wales median annual salary £36,000 £40,000 £36,000
% change year-on-year -10.00% +11.11% +2.86%

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 457 557 730
As % of all permanent IT jobs advertised in South Wales 34.89% 34.15% 31.08%
Number of salaries quoted 403 490 606
South Wales median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £25,000 £23,000 £23,000
90th Percentile £59,500 £55,000 £55,250
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

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 20 May 2018.

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 20 May 2018. 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 +7 72 £37,500 -6.25% 7
Newport 0 14 £45,000 +14.65% 3
Torfaen +7 5 £25,250 -15.83% 2
Gwent - 2 £37,250 -
Caerphilly -4 1 £52,500 +69.35%
Monmouthshire - 1 - -
Vale of Glamorgan - 1 £27,500 -
Analytical Skills
Wales

For the 6 months to 20 May 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 South Wales region with a requirement for Analytical Skills.

1 42 (42.42%) Finance
2 26 (26.26%) Agile Software Development
2 26 (26.26%) Problem-Solving
3 22 (22.22%) Degree
4 20 (20.20%) SQL
5 16 (16.16%) Waterfall
6 15 (15.15%) Decision-Making
7 14 (14.14%) Test Automation
7 14 (14.14%) Scrum
8 12 (12.12%) Business Analysis
9 11 (11.11%) Management Information System
9 11 (11.11%) Java
9 11 (11.11%) JavaScript
10 10 (10.10%) Microsoft Office
10 10 (10.10%) Software Delivery
11 9 (9.09%) SDLC
11 9 (9.09%) Defect Management
11 9 (9.09%) Coaching
11 9 (9.09%) ISTQB Foundation Certification
11 9 (9.09%) Workload Management
11 9 (9.09%) Oracle
11 9 (9.09%) ISTQB
11 9 (9.09%) Test Management
11 9 (9.09%) Retail
12 8 (8.08%) Microsoft Azure
12 8 (8.08%) Windows
12 8 (8.08%) Linux
12 8 (8.08%) Python
12 8 (8.08%) TCP/IP
12 8 (8.08%) Microsoft

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 (4.04%) JBoss
2 3 (3.03%) MS Exchange
2 3 (3.03%) SharePoint
3 2 (2.02%) Apache Pig
3 2 (2.02%) Apache Spark
3 2 (2.02%) SAS
4 1 (1.01%) Drupal
4 1 (1.01%) Tomcat
Applications
1 10 (10.10%) Microsoft Office
2 3 (3.03%) Microsoft Excel
3 1 (1.01%) Doxygen
Business Applications
1 1 (1.01%) Primavera
Cloud Services
1 8 (8.08%) Microsoft Azure
2 7 (7.07%) Amazon AWS
3 3 (3.03%) Office 365
Communications & Networking
1 8 (8.08%) TCP/IP
2 6 (6.06%) Firewall
3 3 (3.03%) FTP
3 3 (3.03%) HTTP
3 3 (3.03%) VLAN
4 2 (2.02%) VoIP
4 2 (2.02%) Wi-Fi
5 1 (1.01%) DNS
5 1 (1.01%) Network Security
5 1 (1.01%) SMS
5 1 (1.01%) VPN
Database & Business Intelligence
1 4 (4.04%) Big Data
1 4 (4.04%) SQL Server
2 3 (3.03%) BusinessObjects
2 3 (3.03%) Data Warehouse
2 3 (3.03%) MS Access
3 2 (2.02%) DB2
3 2 (2.02%) Hadoop
3 2 (2.02%) MySQL
3 2 (2.02%) Oracle Reports
3 2 (2.02%) SQL Server Integration Services
4 1 (1.01%) Apache Hive
4 1 (1.01%) Mixpanel
4 1 (1.01%) NoSQL
4 1 (1.01%) Oracle Database
4 1 (1.01%) Pentaho
4 1 (1.01%) PostgreSQL
4 1 (1.01%) Power BI
4 1 (1.01%) SAS EBI
4 1 (1.01%) SQL Server Reporting Services
Development Applications
1 4 (4.04%) Ant
2 3 (3.03%) Cucumber
2 3 (3.03%) Selenium
3 2 (2.02%) Oracle Forms
4 1 (1.01%) Git (software)
4 1 (1.01%) Jenkins
4 1 (1.01%) Maven
4 1 (1.01%) Subversion
4 1 (1.01%) Visual Studio
General
1 42 (42.42%) Finance
2 9 (9.09%) Retail
3 3 (3.03%) Multimedia
3 3 (3.03%) Pharmaceutical
4 2 (2.02%) Aerospace
4 2 (2.02%) Manufacturing
5 1 (1.01%) Advertising
5 1 (1.01%) Automotive
5 1 (1.01%) Games
5 1 (1.01%) Legal
5 1 (1.01%) Marketing
5 1 (1.01%) Military
5 1 (1.01%) Publishing
Job Titles
1 48 (48.48%) Analyst
2 20 (20.20%) Business Analyst
3 17 (17.17%) Developer
4 12 (12.12%) Senior Analyst
5 10 (10.10%) Test Analyst
6 9 (9.09%) Senior Test Analyst
7 8 (8.08%) Architect
8 6 (6.06%) Junior
9 5 (5.05%) DevOps Engineer
9 5 (5.05%) IT Support
9 5 (5.05%) Senior Developer
9 5 (5.05%) Software Engineer
9 5 (5.05%) Solutions Architect
10 4 (4.04%) C# Developer
10 4 (4.04%) Senior C# Developer
11 3 (3.03%) Data Architect
11 3 (3.03%) IT Support Engineer
11 3 (3.03%) Support Analyst
11 3 (3.03%) Support Engineer
11 3 (3.03%) VBA Developer
Libraries, Frameworks & Software Standards
1 6 (6.06%) .NET
1 6 (6.06%) J2EE
1 6 (6.06%) Web Services
2 4 (4.04%) CSS
2 4 (4.04%) HTML
2 4 (4.04%) Spring
2 4 (4.04%) Spring Security
3 3 (3.03%) REST
4 2 (2.02%) SOAP
4 2 (2.02%) XML
5 1 (1.01%) AngularJS
5 1 (1.01%) CSS3
5 1 (1.01%) Gherkin
5 1 (1.01%) HTML5
5 1 (1.01%) LAPP Stack
5 1 (1.01%) Natural Language Processing
5 1 (1.01%) Pandas
5 1 (1.01%) React
Miscellaneous
1 11 (11.11%) Management Information System
2 6 (6.06%) Data Structures
3 5 (5.05%) Computer Science
4 4 (4.04%) Analytical Mindset
4 4 (4.04%) Greenfield Project
5 3 (3.03%) Digital TV
5 3 (3.03%) IPTV
6 1 (1.01%) Algorithms
6 1 (1.01%) Credit Risk
6 1 (1.01%) Interactive TV
6 1 (1.01%) Robotics
6 1 (1.01%) Security Operations Centre
6 1 (1.01%) User Experience
6 1 (1.01%) Video\Live Streaming
6 1 (1.01%) Virtual Team
Operating Systems
1 8 (8.08%) Linux
1 8 (8.08%) Windows
2 7 (7.07%) Unix
3 5 (5.05%) Android
3 5 (5.05%) CentOS
4 4 (4.04%) Red Hat Enterprise Linux
5 3 (3.03%) Apple iOS
5 3 (3.03%) Windows 7
Processes & Methodologies
1 26 (26.26%) Agile Software Development
1 26 (26.26%) Problem-Solving
2 16 (16.16%) Waterfall
3 15 (15.15%) Decision-Making
4 14 (14.14%) Scrum
4 14 (14.14%) Test Automation
5 12 (12.12%) Business Analysis
6 10 (10.10%) Software Delivery
7 9 (9.09%) Coaching
7 9 (9.09%) Defect Management
7 9 (9.09%) SDLC
7 9 (9.09%) Test Management
7 9 (9.09%) Workload Management
8 7 (7.07%) Business Intelligence
8 7 (7.07%) Project Management
8 7 (7.07%) Secure Coding
8 7 (7.07%) Software Engineering
8 7 (7.07%) UML
9 6 (6.06%) OO
9 6 (6.06%) User Stories
Programming Languages
1 20 (20.20%) SQL
2 11 (11.11%) Java
2 11 (11.11%) JavaScript
3 8 (8.08%) Python
4 6 (6.06%) C#
4 6 (6.06%) VBA
5 4 (4.04%) Bash Shell
5 4 (4.04%) Groovy
6 3 (3.03%) C
6 3 (3.03%) R
6 3 (3.03%) VB
7 2 (2.02%) PL/SQL
8 1 (1.01%) C++
8 1 (1.01%) C-shell
8 1 (1.01%) Java 8
8 1 (1.01%) Julia
8 1 (1.01%) MATLAB
8 1 (1.01%) Perl
8 1 (1.01%) PowerShell
8 1 (1.01%) VB.NET
Qualifications
1 22 (22.22%) Degree
2 9 (9.09%) ISTQB
2 9 (9.09%) ISTQB Foundation Certification
3 7 (7.07%) CEH
4 6 (6.06%) CISMP
4 6 (6.06%) CISSP
4 6 (6.06%) GIAC
5 5 (5.05%) CCNA
5 5 (5.05%) Cisco Certification
5 5 (5.05%) Security Cleared
6 3 (3.03%) CBAP
6 3 (3.03%) CISA
7 2 (2.02%) Computer Science Degree
7 2 (2.02%) Network+ Certification
7 2 (2.02%) SC Cleared
8 1 (1.01%) APMP
8 1 (1.01%) AWS Certification
8 1 (1.01%) Numerate Degree
8 1 (1.01%) OSCP
8 1 (1.01%) PMP
Quality Assurance & Compliance
1 4 (4.04%) PMO
2 3 (3.03%) QA
3 1 (1.01%) Data Quality
3 1 (1.01%) MISRA
3 1 (1.01%) MISRA C
System Software
1 4 (4.04%) Active Directory
2 1 (1.01%) Docker
Systems Management
1 5 (5.05%) Ansible
2 3 (3.03%) QRadar
3 2 (2.02%) HP Fortify
4 1 (1.01%) Terraform
Vendors
1 9 (9.09%) Oracle
2 8 (8.08%) Microsoft
3 5 (5.05%) Cisco
3 5 (5.05%) Red Hat
4 4 (4.04%) SAP
4 4 (4.04%) Tableau
4 4 (4.04%) VMware
5 3 (3.03%) AlienVault
5 3 (3.03%) Juniper
5 3 (3.03%) LogRhythm
5 3 (3.03%) Palo Alto
5 3 (3.03%) Splunk
6 2 (2.02%) Avaya
6 2 (2.02%) Nortel
7 1 (1.01%) Blue Prism
7 1 (1.01%) Green Hills