Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in North 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 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
Wales > North Wales
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 22 - -
Rank change year-on-year - - -
Permanent jobs citing Data Cleansing 2 0 0
As % of all permanent IT jobs advertised in North Wales 2.11% - -
As % of the Processes & Methodologies category 2.27% - -
Number of salaries quoted 2 0 0
North Wales median annual salary £35,000 - -
Wales median annual salary £35,000 £40,000 £34,500
% change year-on-year -12.50% +15.94% -1.43%

Data Cleansing 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 North Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
North Wales
Permanent vacancies with a requirement for process or methodology skills 88 65 59
As % of all permanent IT jobs advertised in North Wales 92.63% 91.55% 73.75%
Number of salaries quoted 78 55 50
North Wales median annual salary £40,000 £28,500 £30,000
Median salary % change year-on-year +40.35% -5.00% -20.00%
10th Percentile £27,125 £21,250 £24,425
90th Percentile £52,500 £45,000 £43,750
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

Data Cleansing
Job Locations in North 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 North Wales region over the 6 months to 18 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Flintshire - 2 £35,000 -
Data Cleansing
Wales

For the 6 months to 18 June 2018, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North Wales region with a requirement for Data Cleansing.

1 2 (100.00%) SQL
1 2 (100.00%) VBA
1 2 (100.00%) SQL Server
1 2 (100.00%) Microsoft Excel
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Quality Management
1 2 (100.00%) Data Analysis
1 2 (100.00%) QlikView
1 2 (100.00%) Data Protection
1 2 (100.00%) Visualisation
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Quality
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Power BI
1 2 (100.00%) SQL Server 2016
1 2 (100.00%) GDPR

Data Cleansing
Co-occurring IT Skills in North 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 2 (100.00%) Microsoft Excel
Database & Business Intelligence
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Power BI
1 2 (100.00%) QlikView
1 2 (100.00%) SQL Server
1 2 (100.00%) SQL Server 2016
Job Titles
1 2 (100.00%) Analyst
1 2 (100.00%) Data Analyst
Miscellaneous
1 2 (100.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) Data Analysis
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Protection
1 2 (100.00%) Quality Management
1 2 (100.00%) Visualisation
Programming Languages
1 2 (100.00%) SQL
1 2 (100.00%) VBA
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
1 2 (100.00%) GDPR