The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Visualisation
South Wales / Cardiff
Rank 60 - 72
Rank change year-on-year
- 0
Permanent jobs citing Visualisation 4 0 1
As % of all permanent IT jobs located in Cardiff 0.75% - 0.14%
As % of the Miscellaneous category 2.27% - 0.47%
Number of salaries quoted 4 0 1
Median salary £34,000 - £35,000
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Cardiff region.

Miscellaneous Category
Cardiff
Permanent IT job ads with a match in the
Miscellaneous category
176 271 211
As % of all permanent IT jobs located in Cardiff 32.96% 37.38% 30.40%
Number of salaries quoted 163 221 187
Median salary £36,000 £37,500 £35,000
Median salary % change year-on-year
-4.00% +7.14%
90% offered a salary of more than £25,500 £26,000 £29,000
10% offered a salary of more than £52,500 £48,500 £53,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Cardiff

Visualisation
Salary Trend in Cardiff

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

Visualisation Salary Trend in Cardiff

Visualisation
Top 30 Related IT Skills in Cardiff

For the 6 months to 19 February 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 6 (100.00%) SQL
1 6 (100.00%) Data Visualisation
2 5 (83.33%) NoSQL
2 5 (83.33%) Hadoop
2 5 (83.33%) Machine Learning
3 4 (66.67%) Business Intelligence
4 3 (50.00%) ETL
4 3 (50.00%) Python
4 3 (50.00%) Games
4 3 (50.00%) Econometrics
4 3 (50.00%) Apache Hive
4 3 (50.00%) Spotfire
4 3 (50.00%) QlikView
4 3 (50.00%) R
4 3 (50.00%) MapReduce
4 3 (50.00%) Tableau
4 3 (50.00%) Analytics
4 3 (50.00%) Apache Pig
4 3 (50.00%) Pandas
5 2 (33.33%) Analytical Skills
5 2 (33.33%) Apache Spark
5 2 (33.33%) Algorithms
5 2 (33.33%) Data Engineering
5 2 (33.33%) Digital Analytics
5 2 (33.33%) Random Forest
5 2 (33.33%) Neo4j
5 2 (33.33%) Deep Learning
5 2 (33.33%) HDFS
5 2 (33.33%) Bayesian Methods
5 2 (33.33%) Time Series Analysis

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 3 (50.00%) Apache Pig
2 2 (33.33%) Apache Spark
Applications
1 1 (16.67%) MS Excel
Database & Business Intelligence
1 5 (83.33%) Hadoop
1 5 (83.33%) NoSQL
2 3 (50.00%) Apache Hive
2 3 (50.00%) QlikView
2 3 (50.00%) Spotfire
3 2 (33.33%) Neo4j
3 2 (33.33%) PostgreSQL
4 1 (16.67%) Data Warehouse
4 1 (16.67%) SQL Server
General
1 3 (50.00%) Games
2 2 (33.33%) Multimedia
Job Titles
1 3 (50.00%) Analyst
1 3 (50.00%) Data Analyst
1 3 (50.00%) Data Visualisation Specialist
1 3 (50.00%) Technical Analyst
1 3 (50.00%) Technical Specialist
2 2 (33.33%) Data Scientist
3 1 (16.67%) Developer
3 1 (16.67%) Senior Developer
3 1 (16.67%) Senior SQL Developer
3 1 (16.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) Pandas
2 2 (33.33%) Natural Language Processing
Miscellaneous
1 2 (33.33%) Algorithms
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Mathematics
1 2 (33.33%) Neural Network
1 2 (33.33%) Statistics
Processes & Methodologies
1 6 (100.00%) Data Visualisation
2 5 (83.33%) Machine Learning
3 4 (66.67%) Business Intelligence
4 3 (50.00%) Analytics
4 3 (50.00%) Econometrics
4 3 (50.00%) ETL
4 3 (50.00%) MapReduce
5 2 (33.33%) Agile Software Development
5 2 (33.33%) Bayesian Methods
5 2 (33.33%) Data Engineering
5 2 (33.33%) Deep Learning
5 2 (33.33%) Digital Analytics
5 2 (33.33%) Logistic Regression
5 2 (33.33%) Operations Research
5 2 (33.33%) Random Forest
5 2 (33.33%) Time Series Analysis
6 1 (16.67%) Data Analysis
6 1 (16.67%) Data Cleansing
6 1 (16.67%) Data Governance
Programming Languages
1 6 (100.00%) SQL
2 3 (50.00%) Python
2 3 (50.00%) R
Qualifications
1 2 (33.33%) Degree
1 2 (33.33%) Postgraduate
System Software
1 2 (33.33%) HDFS
Vendors
1 3 (50.00%) Tableau
2 1 (16.67%) Microsoft