The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
UK / Wales
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 86 95 101
Rank change year-on-year +9 +6  
Permanent jobs citing Data Cleansing 6 4 4
As % of all permanent IT jobs advertised in Wales 0.60% 0.30% 0.29%
As % of the Processes & Methodologies category 0.66% 0.36% 0.33%
Number of salaries quoted 6 4 2
Median salary £40,000 £36,250 £21,500
Median salary % change year-on-year +10.34% +68.60%  
90% offered a salary of more than £35,000 £33,025 £19,750
10% offered a salary of more than £42,500 £39,625 £23,250
UK excluding London median salary £40,000 £42,500 £37,500
% change year-on-year -5.88% +13.33%  

Data Cleansing 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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 909 1103 1201
As % of all permanent IT job vacancies advertised in Wales 91.54% 84.01% 85.85%
Number of salaries quoted 3299 3469 3616
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £27,500 £25,500 £26,000
10% offered a salary of more than £57,946 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in Wales

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for Data Cleansing 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 in Wales.

Salary trend for Data Cleansing in Wales

Data Cleansing
Job Locations in 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 Wales region over the 3 months to 28 June 2017. 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 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
South Wales +17 6 £40,000 +10.34% 2
Data Cleansing
UK

For the 6 months to 28 June 2017, 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 Wales region with a requirement for Data Cleansing.

1 7 (100.00%) SQL
1 7 (100.00%) SQL Server
1 7 (100.00%) Data Warehouse
1 7 (100.00%) Business Intelligence
2 6 (85.71%) Microsoft
2 6 (85.71%) ETL
2 6 (85.71%) Visualisation
2 6 (85.71%) Data Visualisation
2 6 (85.71%) Data Governance
2 6 (85.71%) Analytics
2 6 (85.71%) Data Analysis
3 1 (14.29%) SQL Server Integration Services
3 1 (14.29%) Coaching
3 1 (14.29%) Dashboard Development
3 1 (14.29%) SQL Server Reporting Services
3 1 (14.29%) Microsoft Excel

Data Cleansing
Co-occurring IT Skills in 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%) Microsoft Excel
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
1 7 (100.00%) SQL Server
2 1 (14.29%) SQL Server Integration Services
2 1 (14.29%) SQL Server Reporting Services
Job Titles
1 6 (85.71%) Developer
1 6 (85.71%) Senior Developer
1 6 (85.71%) Senior SQL Developer
1 6 (85.71%) SQL Developer
2 1 (14.29%) Analyst
2 1 (14.29%) Business Intelligence Analyst
Processes & Methodologies
1 7 (100.00%) Business Intelligence
2 6 (85.71%) Analytics
2 6 (85.71%) Data Analysis
2 6 (85.71%) Data Governance
2 6 (85.71%) Data Visualisation
2 6 (85.71%) ETL
2 6 (85.71%) Visualisation
3 1 (14.29%) Coaching
3 1 (14.29%) Dashboard Development
Programming Languages
1 7 (100.00%) SQL
Vendors
1 6 (85.71%) Microsoft
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Salary: From £30,000 to £35,000 per annum
Posted: 6 days ago
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Salary: From £25,000 to £35,000 per annum Depending on experience
Posted: 6 days ago