The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Wales / South Wales
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 66 82 -
Rank change year-on-year +16 -  
Permanent jobs citing Visualisation 10 9 0
As % of all permanent IT jobs advertised in South Wales 1.36% 0.80% -
As % of the Processes & Methodologies category 1.51% 0.94% -
Number of salaries quoted 9 6 0
Median salary £40,000 £40,967 -
Median salary % change year-on-year -2.35% -  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Wales with a requirement for process and methodology skills.

Process & Methodology Skills
South Wales
Permanent job vacancies with a requirement for process and methodology skills 663 957 1072
As % of all permanent IT job vacancies advertised in South Wales 89.96% 85.14% 85.76%
Number of salaries quoted 569 835 910
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,441 £26,500 £27,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Visualisation
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in South Wales

Visualisation
Salary Trend in South Wales

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

Salary trend for Visualisation in South Wales

Visualisation
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 Visualisation within the South Wales region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +12 9 £40,000 -11.11%
Newport +10 1 £49,700 +34.56%
Visualisation
Wales

For the 6 months to 22 June 2017, IT jobs citing Visualisation 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 Visualisation.

1 17 (89.47%) Data Visualisation
2 13 (68.42%) Business Intelligence
3 10 (52.63%) SQL
4 9 (47.37%) Agile Software Development
5 8 (42.11%) SQL Server
5 8 (42.11%) Python
5 8 (42.11%) Microsoft
5 8 (42.11%) Machine Learning
5 8 (42.11%) NoSQL
6 7 (36.84%) Big Data
6 7 (36.84%) Analytics
6 7 (36.84%) Data Analysis
6 7 (36.84%) Hadoop
7 6 (31.58%) Data Cleansing
7 6 (31.58%) Data Warehouse
7 6 (31.58%) Linux
7 6 (31.58%) JavaScript
7 6 (31.58%) Data Governance
7 6 (31.58%) ETL
8 5 (26.32%) R
8 5 (26.32%) Artificial Intelligence
9 4 (21.05%) Degree
9 4 (21.05%) Java
9 4 (21.05%) .NET
9 4 (21.05%) C
9 4 (21.05%) C#
9 4 (21.05%) C++
9 4 (21.05%) Data Security
9 4 (21.05%) CUDA
9 4 (21.05%) Amazon EC2

Visualisation
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 (21.05%) Apache Spark
1 4 (21.05%) Elasticsearch
2 3 (15.79%) Apache Pig
3 2 (10.53%) SharePoint
Cloud Services
1 4 (21.05%) Amazon AWS
1 4 (21.05%) Amazon EC2
1 4 (21.05%) Microsoft Azure
2 2 (10.53%) Adobe Creative Cloud
2 2 (10.53%) G Suite
2 2 (10.53%) IaaS
2 2 (10.53%) Office 365
2 2 (10.53%) PaaS
2 2 (10.53%) SaaS
Communications & Networking
1 2 (10.53%) Firewall
Database & Business Intelligence
1 8 (42.11%) NoSQL
1 8 (42.11%) SQL Server
2 7 (36.84%) Big Data
2 7 (36.84%) Hadoop
3 6 (31.58%) Data Warehouse
4 4 (21.05%) Amazon DynamoDB
5 3 (15.79%) Apache Hive
5 3 (15.79%) QlikView
5 3 (15.79%) Spotfire
6 2 (10.53%) PostgreSQL
7 1 (5.26%) Data Mining
7 1 (5.26%) Relational Database
General
1 3 (15.79%) Games
2 2 (10.53%) Telecoms
3 1 (5.26%) Publishing
Job Titles
1 8 (42.11%) Developer
2 6 (31.58%) Senior Developer
2 6 (31.58%) Senior SQL Developer
2 6 (31.58%) SQL Developer
3 3 (15.79%) Analyst
3 3 (15.79%) Data Analyst
3 3 (15.79%) Technical Analyst
4 2 (10.53%) Designer
4 2 (10.53%) Digital Designer
4 2 (10.53%) Infrastructure Manager
4 2 (10.53%) Infrastructure Services Manager
4 2 (10.53%) IT Infrastructure Manager
4 2 (10.53%) IT Manager
4 2 (10.53%) IT Services Manager
4 2 (10.53%) Network Infrastructure Manager
4 2 (10.53%) Service Manager
4 2 (10.53%) Web Designer
5 1 (5.26%) Data Scientist
5 1 (5.26%) Data Visualisation Analyst
5 1 (5.26%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) .NET
1 4 (21.05%) AngularJS
2 3 (15.79%) Pandas
3 2 (10.53%) CSS
3 2 (10.53%) D3.js
3 2 (10.53%) HTML
3 2 (10.53%) HTML5
4 1 (5.26%) Natural Language Processing
Miscellaneous
1 4 (21.05%) CUDA
2 2 (10.53%) Graphic Design
2 2 (10.53%) User Experience
3 1 (5.26%) Algorithms
3 1 (5.26%) Computer Science
3 1 (5.26%) Social Media
Operating Systems
1 6 (31.58%) Linux
2 2 (10.53%) Unix
2 2 (10.53%) Windows
2 2 (10.53%) Windows Server
Processes & Methodologies
1 17 (89.47%) Data Visualisation
2 13 (68.42%) Business Intelligence
3 9 (47.37%) Agile Software Development
4 8 (42.11%) Machine Learning
5 7 (36.84%) Analytics
5 7 (36.84%) Data Analysis
6 6 (31.58%) Data Cleansing
6 6 (31.58%) Data Governance
6 6 (31.58%) ETL
7 5 (26.32%) Artificial Intelligence
8 4 (21.05%) API Development
8 4 (21.05%) Cross-Platform Development
8 4 (21.05%) Data Security
8 4 (21.05%) Parallel Computing
9 3 (15.79%) Econometrics
9 3 (15.79%) MapReduce
10 2 (10.53%) Incident Management
10 2 (10.53%) Mathematics
10 2 (10.53%) Service Management
10 2 (10.53%) Statistics
Programming Languages
1 10 (52.63%) SQL
2 8 (42.11%) Python
3 6 (31.58%) JavaScript
4 5 (26.32%) R
5 4 (21.05%) C
5 4 (21.05%) C#
5 4 (21.05%) C++
5 4 (21.05%) Java
Qualifications
1 4 (21.05%) Degree
2 1 (5.26%) PhD
System Software
1 2 (10.53%) Active Directory
1 2 (10.53%) VMware ESXi
1 2 (10.53%) VMware Infrastructure
Systems Management
1 2 (10.53%) vRealize
Vendors
1 8 (42.11%) Microsoft
2 3 (15.79%) Tableau
3 2 (10.53%) Adobe
3 2 (10.53%) Cisco
3 2 (10.53%) Google
3 2 (10.53%) Oracle
3 2 (10.53%) VMware