Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
South Wales > Cardiff
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 68 107 108
Rank change year-on-year +39 +1 -6
Permanent jobs citing Visualisation 11 3 8
As % of all permanent IT jobs advertised in Cardiff 1.40% 0.22% 0.51%
As % of the Processes & Methodologies category 1.53% 0.25% 0.60%
Number of salaries quoted 11 3 5
Cardiff median annual salary £38,500 £60,000 £52,500
Median salary % change year-on-year -35.83% +14.29% +95.49%
10th Percentile £32,500 £38,400 £44,000
90th Percentile £46,250 £65,000 £65,000
South Wales median annual salary £38,500 £47,250 £45,000
% change year-on-year -18.52% +5.00% +29.50%

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process or methodology skills.

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 721 1207 1341
As % of all permanent IT jobs advertised in Cardiff 91.61% 88.49% 85.09%
Number of salaries quoted 639 1094 1134
Cardiff median annual salary £40,000 £36,125 £36,250
Median salary % change year-on-year +10.73% -0.34% +3.57%
10th Percentile £24,200 £22,500 £23,075
90th Percentile £56,250 £55,875 £55,000
South Wales median annual salary £39,000 £37,500 £36,250
% change year-on-year +4.00% +3.45% +3.57%

Visualisation
Job Vacancy Trend in Cardiff

Job postings citing Visualisation as a percentage of all IT jobs advertised in Cardiff.

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

For the 6 months to 19 November 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 11 (100.00%) SQL
2 9 (81.82%) Games
2 9 (81.82%) Big Data
3 8 (72.73%) MapReduce
3 8 (72.73%) Hadoop
3 8 (72.73%) Apache Hive
3 8 (72.73%) Apache Pig
4 7 (63.64%) Data Visualisation
5 6 (54.55%) R
5 6 (54.55%) Tableau
5 6 (54.55%) Spotfire
5 6 (54.55%) QlikView
5 6 (54.55%) Machine Learning
6 5 (45.45%) Analytics
6 5 (45.45%) Python
6 5 (45.45%) ETL
6 5 (45.45%) Business Intelligence
7 4 (36.36%) Econometrics
7 4 (36.36%) NoSQL
7 4 (36.36%) Data Analysis
7 4 (36.36%) Data Analytics
7 4 (36.36%) Data Integration
7 4 (36.36%) Pandas
7 4 (36.36%) Apache Spark
7 4 (36.36%) ETL Development
8 1 (9.09%) Data Governance
8 1 (9.09%) Degree
8 1 (9.09%) Data Cleansing
8 1 (9.09%) Agile Software Development
8 1 (9.09%) Microsoft

Visualisation
Co-occurring 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 8 (72.73%) Apache Pig
2 4 (36.36%) Apache Spark
Database & Business Intelligence
1 9 (81.82%) Big Data
2 8 (72.73%) Apache Hive
2 8 (72.73%) Hadoop
3 6 (54.55%) QlikView
3 6 (54.55%) Spotfire
4 4 (36.36%) NoSQL
5 1 (9.09%) Data Warehouse
5 1 (9.09%) SQL Server
General
1 9 (81.82%) Games
Job Titles
1 10 (90.91%) Analyst
1 10 (90.91%) Data Analyst
2 6 (54.55%) Technical Analyst
3 4 (36.36%) Data Integration Analyst
3 4 (36.36%) Integration Analyst
4 2 (18.18%) Data Scientist
5 1 (9.09%) Developer
5 1 (9.09%) Senior Developer
5 1 (9.09%) Senior SQL Developer
5 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) Pandas
Processes & Methodologies
1 8 (72.73%) MapReduce
2 7 (63.64%) Data Visualisation
3 6 (54.55%) Machine Learning
4 5 (45.45%) Analytics
4 5 (45.45%) Business Intelligence
4 5 (45.45%) ETL
5 4 (36.36%) Data Analysis
5 4 (36.36%) Data Analytics
5 4 (36.36%) Data Integration
5 4 (36.36%) Econometrics
5 4 (36.36%) ETL Development
6 1 (9.09%) Agile Software Development
6 1 (9.09%) Data Cleansing
6 1 (9.09%) Data Governance
Programming Languages
1 11 (100.00%) SQL
2 6 (54.55%) R
3 5 (45.45%) Python
Qualifications
1 1 (9.09%) Degree
Vendors
1 6 (54.55%) Tableau
2 1 (9.09%) Microsoft