The following table provides summary statistics for permanent job vacancies advertised in Cardiff 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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Visualisation
South Wales / Cardiff
Rank 61 - -
Rank change year-on-year - 0  
Permanent jobs citing Visualisation 4 0 0
As % of all permanent IT jobs advertised in Cardiff 0.72% - -
As % of the Processes & Methodologies category 0.81% - -
Number of salaries quoted 3 0 0
Median salary £34,000 - -
UK excluding London median salary £43,500 £45,287 £41,500
% change year-on-year -3.94% +9.12%  

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 Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 496 588 567
As % of all permanent IT job vacancies advertised in Cardiff 89.21% 84.24% 85.78%
Number of salaries quoted 439 474 492
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.66% +7.14%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £57,500 £52,500 £51,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff 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 Cardiff

Visualisation
Salary Trend in Cardiff

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

Salary trend for Visualisation in Cardiff

Visualisation
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Visualisation in Cardiff over the 3 months to 27 March 2017.

Salary histogram for Visualisation in Cardiff

Visualisation
Top 30 Related IT Skills in Cardiff

For the 6 months to 27 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 Cardiff region with a requirement for Visualisation.

1 8 (100.00%) Data Visualisation
2 7 (87.50%) NoSQL
2 7 (87.50%) Hadoop
2 7 (87.50%) Machine Learning
3 6 (75.00%) SQL
3 6 (75.00%) Business Intelligence
4 5 (62.50%) Python
4 5 (62.50%) Mathematics
5 4 (50.00%) Apache Spark
5 4 (50.00%) Agile Software Development
6 3 (37.50%) ETL
6 3 (37.50%) Games
6 3 (37.50%) Econometrics
6 3 (37.50%) Pandas
6 3 (37.50%) Analytics
6 3 (37.50%) Apache Pig
6 3 (37.50%) Spotfire
6 3 (37.50%) QlikView
6 3 (37.50%) R
6 3 (37.50%) MapReduce
6 3 (37.50%) Tableau
6 3 (37.50%) Apache Hive
7 2 (25.00%) Neo4j
7 2 (25.00%) Natural Language Processing
7 2 (25.00%) Amazon EC2
7 2 (25.00%) Microsoft Azure
7 2 (25.00%) Amazon AWS
7 2 (25.00%) Parallel Computing
7 2 (25.00%) CUDA
7 2 (25.00%) Amazon DynamoDB

Visualisation
Top Related 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 4 (50.00%) Apache Spark
2 3 (37.50%) Apache Pig
3 2 (25.00%) Elasticsearch
Applications
1 1 (12.50%) MS Excel
Cloud Services
1 2 (25.00%) Amazon AWS
1 2 (25.00%) Amazon EC2
1 2 (25.00%) Microsoft Azure
Database & Business Intelligence
1 7 (87.50%) Hadoop
1 7 (87.50%) NoSQL
2 3 (37.50%) Apache Hive
2 3 (37.50%) QlikView
2 3 (37.50%) Spotfire
3 2 (25.00%) Amazon DynamoDB
3 2 (25.00%) Big Data
3 2 (25.00%) Neo4j
3 2 (25.00%) PostgreSQL
4 1 (12.50%) Data Warehouse
4 1 (12.50%) SQL Server
General
1 3 (37.50%) Games
2 2 (25.00%) Multimedia
Job Titles
1 3 (37.50%) Analyst
1 3 (37.50%) Data Analyst
1 3 (37.50%) Data Visualisation Specialist
1 3 (37.50%) Developer
1 3 (37.50%) Technical Analyst
1 3 (37.50%) Technical Specialist
2 2 (25.00%) Data Scientist
3 1 (12.50%) C# Developer
3 1 (12.50%) Full Stack Developer
3 1 (12.50%) Graduate
3 1 (12.50%) Graduate Developer
3 1 (12.50%) Junior
3 1 (12.50%) Junior Developer
3 1 (12.50%) Senior Developer
3 1 (12.50%) Senior SQL Developer
3 1 (12.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (37.50%) Pandas
2 2 (25.00%) .NET
2 2 (25.00%) AngularJS
2 2 (25.00%) Natural Language Processing
Miscellaneous
1 2 (25.00%) Algorithms
1 2 (25.00%) Analytical Skills
1 2 (25.00%) CUDA
Operating Systems
1 2 (25.00%) Linux
Processes & Methodologies
1 8 (100.00%) Data Visualisation
2 7 (87.50%) Machine Learning
3 6 (75.00%) Business Intelligence
4 5 (62.50%) Mathematics
5 4 (50.00%) Agile Software Development
6 3 (37.50%) Analytics
6 3 (37.50%) Econometrics
6 3 (37.50%) ETL
6 3 (37.50%) MapReduce
7 2 (25.00%) A/B Testing
7 2 (25.00%) API Development
7 2 (25.00%) Artificial Intelligence
7 2 (25.00%) Bayesian Methods
7 2 (25.00%) Cross-Platform Development
7 2 (25.00%) Data Engineering
7 2 (25.00%) Data Security
7 2 (25.00%) Deep Learning
7 2 (25.00%) Digital Analytics
7 2 (25.00%) Random Forest
7 2 (25.00%) Time Series Analysis
Programming Languages
1 6 (75.00%) SQL
2 5 (62.50%) Python
3 3 (37.50%) R
4 2 (25.00%) C
4 2 (25.00%) C#
4 2 (25.00%) C++
4 2 (25.00%) Java
4 2 (25.00%) JavaScript
Qualifications
1 2 (25.00%) Degree
1 2 (25.00%) Postgraduate
System Software
1 2 (25.00%) HDFS
Vendors
1 3 (37.50%) Tableau
2 1 (12.50%) Microsoft
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 - £45000 per annum + 10% bonus, pension, training
Posted: 7 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 per annum
Posted: 4 days ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £0.00 - £45000.00 per annum
Posted: 5 days ago