Period
to 18 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 19 - -
Rank change year-on-year - - -
Permanent jobs citing Data Cleansing 6 0 0
As % of all permanent IT jobs advertised in North Wales 6.32% - -
As % of the Processes & Methodologies category 7.06% - -
Number of salaries quoted 6 0 0
North Wales median annual salary £65,000 - -
Wales median annual salary £41,625 £40,000 £36,750
% change year-on-year +4.06% +8.84% +13.08%

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 85 79 53
As % of all permanent IT jobs advertised in North Wales 89.47% 92.94% 68.83%
Number of salaries quoted 65 65 39
North Wales median annual salary £39,000 £35,000 £35,000
Median salary % change year-on-year +11.43% - -2.78%
10th Percentile £31,250 £23,950 £25,000
90th Percentile £62,500 £45,000 £49,000
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 September 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
Wrexham - 6 £65,000 -
Data Cleansing
Wales

For the 6 months to 18 September 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 6 (100.00%) Pegasus
1 6 (100.00%) SAP
1 6 (100.00%) Manufacturing
1 6 (100.00%) Migration
1 6 (100.00%) Technical Architecture
1 6 (100.00%) Unit Testing
1 6 (100.00%) Integration Testing
1 6 (100.00%) Data Migration
1 6 (100.00%) SAP S/4HANA
2 4 (66.67%) SAP SCM
2 4 (66.67%) SAP HANA
3 3 (50.00%) DTS
3 3 (50.00%) SAP APO
4 1 (16.67%) SAP FI
4 1 (16.67%) SAP MM
4 1 (16.67%) SAP PP
4 1 (16.67%) Finance
4 1 (16.67%) SAP CO
4 1 (16.67%) SAP FI/CO
4 1 (16.67%) Procure-to-Pay

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:

Business Applications
1 6 (100.00%) SAP S/4HANA
2 4 (66.67%) SAP SCM
3 3 (50.00%) SAP APO
4 1 (16.67%) SAP CO
4 1 (16.67%) SAP FI
4 1 (16.67%) SAP FI/CO
4 1 (16.67%) SAP MM
4 1 (16.67%) SAP PP
Database & Business Intelligence
1 4 (66.67%) SAP HANA
2 3 (50.00%) DTS
General
1 6 (100.00%) Manufacturing
2 1 (16.67%) Finance
Job Titles
1 5 (83.33%) Consultant
1 5 (83.33%) Functional Consultant
1 5 (83.33%) SAP Consultant
1 5 (83.33%) SAP Functional Consultant
2 1 (16.67%) SAP APO Consultant
2 1 (16.67%) SAP CO Consultant
2 1 (16.67%) SAP FI Consultant
2 1 (16.67%) SAP FI/CO Consultant
2 1 (16.67%) SAP P2P Consultant
2 1 (16.67%) SAP PP Consultant
2 1 (16.67%) SAP PP Functional Consultant
2 1 (16.67%) SAP SCM Consultant
Processes & Methodologies
1 6 (100.00%) Data Migration
1 6 (100.00%) Integration Testing
1 6 (100.00%) Migration
1 6 (100.00%) Technical Architecture
1 6 (100.00%) Unit Testing
2 1 (16.67%) Procure-to-Pay
Vendors
1 6 (100.00%) Pegasus
1 6 (100.00%) SAP