The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 87 97 89
Rank change year-on-year
+10 -8
Permanent jobs citing Data Cleansing 4 2 6
As % of all permanent IT jobs located in South Wales 0.35% 0.16% 0.54%
As % of the Processes & Methodologies category 0.42% 0.19% 0.69%
Number of salaries quoted 4 0 6
Median salary £36,250 - £37,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
Data Cleansing
Wales

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South Wales region.

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
945 1026 870
As % of all permanent IT jobs located in South Wales 83.63% 83.41% 78.52%
Number of salaries quoted 839 854 773
Median salary £40,000 £37,500 £35,426
Median salary % change year-on-year
+6.66% +5.85%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £58,000 £52,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Cleansing
Jobs Demand Trend in South Wales

The demand trend of job ads across the South Wales region citing Data Cleansing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in South Wales

Data Cleansing
Salary Trend in South Wales

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

Data Cleansing Salary Trend in South Wales

Data Cleansing
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 Data Cleansing within the South Wales region over the 3 months to 24 July 2016. 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
(Click see detailed
statistics and trends)
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 +13 4 £36,250 -
Data Cleansing
Wales

Data Cleansing
Top 30 Related IT Skills in South Wales

For the 6 months to 24 July 2016, IT jobs citing Data Cleansing 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 Data Cleansing.

1 6 (85.71%) SDLC
2 5 (71.43%) Scrum
2 5 (71.43%) Agile Software Development
2 5 (71.43%) SQL
2 5 (71.43%) ETL
3 4 (57.14%) Data Warehouse
4 3 (42.86%) Linux
4 3 (42.86%) OO
4 3 (42.86%) JavaScript
4 3 (42.86%) PHP
4 3 (42.86%) MySQL
4 3 (42.86%) Web Services
4 3 (42.86%) Informatica
4 3 (42.86%) Systems Analysis
4 3 (42.86%) Teradata
4 3 (42.86%) MVC
4 3 (42.86%) Big Data
4 3 (42.86%) Kimball Methodology
4 3 (42.86%) Computer Science
4 3 (42.86%) Zend
4 3 (42.86%) jQuery
4 3 (42.86%) Data Integration
4 3 (42.86%) HPCC
5 2 (28.57%) Data Migration
5 2 (28.57%) iSeries
5 2 (28.57%) Relational Database
5 2 (28.57%) Logical Data Model
5 2 (28.57%) Physical Data Model
5 2 (28.57%) Migration
5 2 (28.57%) SQL Server Integration Services

Data Cleansing
Top Related 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:

Applications
1 1 (14.29%) MS Excel
Database & Business Intelligence
1 4 (57.14%) Data Warehouse
2 3 (42.86%) Big Data
2 3 (42.86%) HPCC
2 3 (42.86%) MySQL
3 2 (28.57%) Relational Database
3 2 (28.57%) SQL Server
3 2 (28.57%) SQL Server Integration Services
3 2 (28.57%) Star Schema
4 1 (14.29%) Data Mining
Job Titles
1 6 (85.71%) Developer
2 3 (42.86%) Data Warehouse Developer
2 3 (42.86%) PHP Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Business Intelligence Analyst
3 1 (14.29%) Business Intelligence Data Analyst
3 1 (14.29%) Data Analyst
3 1 (14.29%) Informatica Developer
3 1 (14.29%) SQL Analyst
3 1 (14.29%) SQL Data Analyst
3 1 (14.29%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (42.86%) jQuery
1 3 (42.86%) Web Services
Miscellaneous
1 3 (42.86%) Computer Science
1 3 (42.86%) Data Integration
2 2 (28.57%) iSeries
3 1 (14.29%) Data Protection Act
3 1 (14.29%) Visualisation
Operating Systems
1 3 (42.86%) Linux
Processes & Methodologies
1 6 (85.71%) SDLC
2 5 (71.43%) Agile Software Development
2 5 (71.43%) ETL
2 5 (71.43%) Scrum
3 3 (42.86%) Kimball Methodology
3 3 (42.86%) MVC
3 3 (42.86%) OO
3 3 (42.86%) Systems Analysis
4 2 (28.57%) Business Intelligence
4 2 (28.57%) Data Migration
4 2 (28.57%) Data Modelling
4 2 (28.57%) ITIL
4 2 (28.57%) Logical Data Model
4 2 (28.57%) Migration
4 2 (28.57%) Physical Data Model
4 2 (28.57%) Requirements Analysis
5 1 (14.29%) Continuous Integration
5 1 (14.29%) Data Management
5 1 (14.29%) Project Planning
5 1 (14.29%) System Testing
Programming Languages
1 5 (71.43%) SQL
2 3 (42.86%) JavaScript
2 3 (42.86%) PHP
3 1 (14.29%) T-SQL
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 3 (42.86%) Informatica
1 3 (42.86%) Teradata
1 3 (42.86%) Zend
2 2 (28.57%) IBM
2 2 (28.57%) Oracle
3 1 (14.29%) Microsoft