The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Wales region. Included is a guide to the average salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 99 - 92
Rank change year-on-year
- 0
Permanent jobs citing Data Cleansing 8 0 1
As % of all permanent IT jobs located in Wales 0.58% - 0.087%
As % of the Processes & Methodologies category 0.71% - 0.12%
Number of salaries quoted 8 0 1
Average salary £35,000 - £37,500
UK excluding London average salary £40,000 £41,500 £39,000
% change year-on-year
-3.61% +6.41%
Data Cleansing
UK

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

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
1120 791 863
As % of all permanent IT jobs located in Wales 81.16% 79.18% 74.91%
Number of salaries quoted 949 662 728
Average salary £37,500 £37,500 £35,000
Average salary % change year-on-year
- +7.14%
90% offered a salary of more than £27,500 £26,000 £26,000
10% offered a salary of more than £54,100 £47,500 £55,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Cleansing
Jobs Demand Trend in Wales

This chart provides a 3-month moving total of permanent IT jobs citing Data Cleansing across the Wales region as a proportion of the total demand within the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in Wales

Data Cleansing
Salary Trend in Wales

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

Data Cleansing Salary Trend in Wales

Data Cleansing
Job Locations in Wales

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Cleansing within the Wales region over the 3 months to 27 February 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales - 8 £35,000 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Wales

For the 6 months to 27 February 2015, IT jobs across the Wales region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing.

1 11 (91.67%) Data Warehouse
2 10 (83.33%) ETL
2 10 (83.33%) Business Intelligence
2 10 (83.33%) SQL Server
3 9 (75.00%) SQL
3 9 (75.00%) Kimball Methodology
4 8 (66.67%) SQL Server Integration Services
5 7 (58.33%) Requirements Analysis
5 7 (58.33%) Teradata
5 7 (58.33%) Relational Database
5 7 (58.33%) Data Integration
5 7 (58.33%) Informatica
6 6 (50.00%) Star Schema
7 4 (33.33%) T-SQL
8 3 (25.00%) Data Management
8 3 (25.00%) Middleware
8 3 (25.00%) OLAP
8 3 (25.00%) SQL Server 2008
8 3 (25.00%) Analytical Skills
8 3 (25.00%) OLAP Cube
8 3 (25.00%) SQL Server Analysis Services
8 3 (25.00%) SQL Server 2012
9 2 (16.67%) E-Commerce
9 2 (16.67%) Management Information System
9 2 (16.67%) SQL Server Reporting Services
10 1 (8.33%) Systems Analysis
10 1 (8.33%) Microsoft Analysis Services
10 1 (8.33%) Agile Software Development
10 1 (8.33%) MVC
10 1 (8.33%) Advertising

Data Cleansing
Top Related IT Skills in Wales by Category

For the 6 months to 27 February 2015, IT jobs across the Wales region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Database & Business Intelligence
1 11 (91.67%) Data Warehouse
2 10 (83.33%) SQL Server
3 8 (66.67%) SQL Server Integration Services
4 7 (58.33%) Relational Database
5 6 (50.00%) Star Schema
6 3 (25.00%) OLAP
6 3 (25.00%) OLAP Cube
6 3 (25.00%) SQL Server 2012
6 3 (25.00%) SQL Server Analysis Services
6 3 (25.00%) SQL Server 2008
7 2 (16.67%) SQL Server Reporting Services
8 1 (8.33%) MySQL
8 1 (8.33%) Microsoft Analysis Services
8 1 (8.33%) Data Mining
8 1 (8.33%) Big Data
8 1 (8.33%) HPCC
General
1 1 (8.33%) Advertising
Job Titles
1 12 (100.00%) Developer
2 10 (83.33%) Data Warehouse Developer
3 4 (33.33%) SQL Developer
4 3 (25.00%) Senior Developer
4 3 (25.00%) Senior Data Warehouse Developer
5 1 (8.33%) Business Intelligence Specialist
5 1 (8.33%) PHP Developer
5 1 (8.33%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 3 (25.00%) Middleware
2 1 (8.33%) Zend Framework
2 1 (8.33%) HTML
2 1 (8.33%) CSS
2 1 (8.33%) Web Services
Miscellaneous
1 7 (58.33%) Data Integration
2 3 (25.00%) Analytical Skills
3 2 (16.67%) Management Information System
4 1 (8.33%) Computer Science
4 1 (8.33%) Data Extraction
Operating Systems
1 1 (8.33%) Linux
Processes & Methodologies
1 10 (83.33%) ETL
1 10 (83.33%) Business Intelligence
2 9 (75.00%) Kimball Methodology
3 7 (58.33%) Requirements Analysis
4 3 (25.00%) Data Management
5 2 (16.67%) E-Commerce
6 1 (8.33%) Data Modelling
6 1 (8.33%) Systems Analysis
6 1 (8.33%) MVC
6 1 (8.33%) Scrum
6 1 (8.33%) Agile Software Development
Programming Languages
1 9 (75.00%) SQL
2 4 (33.33%) T-SQL
3 1 (8.33%) C
3 1 (8.33%) C++
3 1 (8.33%) Java
3 1 (8.33%) JavaScript
3 1 (8.33%) PHP
Qualifications
1 1 (8.33%) VCP4
Vendors
1 7 (58.33%) Informatica
1 7 (58.33%) Teradata
2 1 (8.33%) Zend
2 1 (8.33%) Microsoft