The following table provides summary statistics for permanent job vacancies advertised in 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Visualisation
UK / Wales
Rank 91 101 -
Rank change year-on-year +10 -  
Permanent jobs citing Visualisation 9 2 0
As % of all permanent IT jobs advertised in Wales 0.81% 0.14% -
As % of the Processes & Methodologies category 0.94% 0.18% -
Number of salaries quoted 6 2 0
Median salary £33,500 £36,388 -
Median salary % change year-on-year -7.93% -  
UK excluding London median salary £44,000 £45,574 £41,500
% change year-on-year -3.45% +9.81%  

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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 954 1129 1124
As % of all permanent IT job vacancies advertised in Wales 86.33% 81.28% 84.83%
Number of salaries quoted 777 946 958
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.66% -  
90% offered a salary of more than £27,500 £27,000 £25,000
10% offered a salary of more than £52,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in 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 Wales

Visualisation
Salary Trend in Wales

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

Salary trend for Visualisation in Wales

Visualisation
Salary Histogram in Wales

The salary distribution of IT jobs citing Visualisation in Wales over the 3 months to 25 March 2017.

Salary histogram for Visualisation in Wales

Visualisation
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Wales region over the 3 months to 25 March 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
South Wales +17 9 £33,500 -7.93% 2
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Wales

For the 6 months to 25 March 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 Wales region with a requirement for Visualisation.

1 10 (62.50%) Data Visualisation
2 9 (56.25%) Agile Software Development
3 8 (50.00%) Business Intelligence
4 7 (43.75%) NoSQL
4 7 (43.75%) Machine Learning
4 7 (43.75%) Hadoop
5 6 (37.50%) Tableau
5 6 (37.50%) Analytics
5 6 (37.50%) SQL
6 5 (31.25%) Python
6 5 (31.25%) Degree
6 5 (31.25%) Mathematics
7 4 (25.00%) Statistics
7 4 (25.00%) Google
7 4 (25.00%) PostgreSQL
7 4 (25.00%) JavaScript
7 4 (25.00%) Linux
7 4 (25.00%) Analytical Skills
7 4 (25.00%) Apache Spark
7 4 (25.00%) R
8 3 (18.75%) Social Media
8 3 (18.75%) Apache Hive
8 3 (18.75%) Apache Pig
8 3 (18.75%) Pandas
8 3 (18.75%) MapReduce
8 3 (18.75%) SQL Server
8 3 (18.75%) ETL
8 3 (18.75%) Microsoft
8 3 (18.75%) Games
8 3 (18.75%) Econometrics

Visualisation
Top Related IT Skills in 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 (25.00%) Apache Spark
2 3 (18.75%) Apache Pig
3 2 (12.50%) Elasticsearch
3 2 (12.50%) SharePoint
Applications
1 1 (6.25%) MS Excel
Business Applications
1 2 (12.50%) Radian6
Cloud Services
1 2 (12.50%) Adobe Creative Cloud
1 2 (12.50%) Amazon AWS
1 2 (12.50%) Amazon EC2
1 2 (12.50%) G Suite
1 2 (12.50%) Google Analytics
1 2 (12.50%) IaaS
1 2 (12.50%) Microsoft Azure
1 2 (12.50%) Office 365
1 2 (12.50%) PaaS
1 2 (12.50%) SaaS
Communications & Networking
1 2 (12.50%) Firewall
Database & Business Intelligence
1 7 (43.75%) Hadoop
1 7 (43.75%) NoSQL
2 4 (25.00%) PostgreSQL
3 3 (18.75%) Apache Hive
3 3 (18.75%) QlikView
3 3 (18.75%) Spotfire
3 3 (18.75%) SQL Server
4 2 (12.50%) Amazon DynamoDB
4 2 (12.50%) Big Data
4 2 (12.50%) Neo4j
5 1 (6.25%) Data Warehouse
General
1 3 (18.75%) Games
2 2 (12.50%) Multimedia
2 2 (12.50%) Telecoms
3 1 (6.25%) Finance
3 1 (6.25%) Publishing
Job Titles
1 5 (31.25%) Analyst
2 4 (25.00%) Data Analyst
3 3 (18.75%) Data Visualisation Specialist
3 3 (18.75%) Developer
3 3 (18.75%) Technical Analyst
3 3 (18.75%) Technical Specialist
4 2 (12.50%) Data Scientist
4 2 (12.50%) Designer
4 2 (12.50%) Digital Designer
4 2 (12.50%) Infrastructure Manager
4 2 (12.50%) Infrastructure Services Manager
4 2 (12.50%) IT Infrastructure Manager
4 2 (12.50%) IT Manager
4 2 (12.50%) IT Services Manager
4 2 (12.50%) Network Infrastructure Manager
4 2 (12.50%) Service Manager
4 2 (12.50%) Web Designer
5 1 (6.25%) C# Developer
5 1 (6.25%) Senior Developer
5 1 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Pandas
2 2 (12.50%) .NET
2 2 (12.50%) AngularJS
2 2 (12.50%) CSS
2 2 (12.50%) D3.js
2 2 (12.50%) HTML
2 2 (12.50%) HTML5
2 2 (12.50%) Natural Language Processing
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Social Media
3 2 (12.50%) Algorithms
3 2 (12.50%) CUDA
3 2 (12.50%) Graphic Design
3 2 (12.50%) User Experience
Operating Systems
1 4 (25.00%) Linux
2 2 (12.50%) Unix
2 2 (12.50%) Windows
2 2 (12.50%) Windows Server
Processes & Methodologies
1 10 (62.50%) Data Visualisation
2 9 (56.25%) Agile Software Development
3 8 (50.00%) Business Intelligence
4 7 (43.75%) Machine Learning
5 6 (37.50%) Analytics
6 5 (31.25%) Mathematics
7 4 (25.00%) Statistics
8 3 (18.75%) Econometrics
8 3 (18.75%) ETL
8 3 (18.75%) MapReduce
9 2 (12.50%) A/B Testing
9 2 (12.50%) API Development
9 2 (12.50%) Cross-Platform Development
9 2 (12.50%) Data Engineering
9 2 (12.50%) Deep Learning
9 2 (12.50%) Digital Analytics
9 2 (12.50%) Infographics
9 2 (12.50%) Performance Monitoring
9 2 (12.50%) Random Forest
9 2 (12.50%) Social Media Monitoring
Programming Languages
1 6 (37.50%) SQL
2 5 (31.25%) Python
3 4 (25.00%) JavaScript
3 4 (25.00%) R
4 2 (12.50%) C
4 2 (12.50%) C#
4 2 (12.50%) C++
4 2 (12.50%) Java
Qualifications
1 5 (31.25%) Degree
2 2 (12.50%) Postgraduate
Quality Assurance & Compliance
1 1 (6.25%) Actionable Recommendations
System Software
1 2 (12.50%) Active Directory
1 2 (12.50%) HDFS
1 2 (12.50%) VMware ESX
1 2 (12.50%) VMware Infrastructure
Systems Management
1 2 (12.50%) vRealize
Vendors
1 6 (37.50%) Tableau
2 4 (25.00%) Google
3 3 (18.75%) Microsoft
4 2 (12.50%) Adobe
4 2 (12.50%) Cisco
4 2 (12.50%) Oracle
4 2 (12.50%) VMware
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 per annum
Posted: 2 days ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £0.00 - £45000.00 per annum
Posted: 2 days ago
Milford Haven, Dyfed
Port of Milford Haven
Salary: £34,500 per annum
Posted: 8 days ago