The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 226 230 235
Rank change year-on-year
+4 +5
Permanent jobs citing Data Cleansing 16 25 20
As % of all permanent IT jobs located in the North West 0.27% 0.38% 0.28%
As % of the Processes & Methodologies category 0.31% 0.43% 0.33%
Number of salaries quoted 11 18 16
Median salary £39,000 £23,500 £26,500
Median salary % change year-on-year
+65.95% -11.32%
90% offered a salary of more than £29,000 £21,500 £21,750
10% offered a salary of more than £55,000 £42,500 £36,250
UK excluding London median salary £42,500 £40,000 £41,500
% change year-on-year
+6.25% -3.61%
Data Cleansing
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5117 5811 6110
As % of all permanent IT jobs located in the North West 87.17% 88.88% 85.81%
Number of salaries quoted 4263 4708 4835
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
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 the North West

The demand trend of job ads across the North West 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 the North West

Data Cleansing
Salary Trend in the North West

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

Data Cleansing Salary Trend in the North West

Data Cleansing
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Cleansing across the North West region over the 3 months to 29 July 2016.

Data Cleansing Salary Histogram in the North West

Data Cleansing
Job Locations in the North West

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 West region over the 3 months to 29 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
Manchester -2 14 £39,000 +73.33% 3
Cheshire +30 1 £29,000 -31.76%
Lancashire - 1 £27,500 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 29 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 North West region with a requirement for Data Cleansing.

1 18 (85.71%) SQL
2 13 (61.90%) Finance
3 10 (47.62%) Data Management
3 10 (47.62%) Data Quality
4 8 (38.10%) SAS
5 7 (33.33%) Information Management
5 7 (33.33%) Retail
5 7 (33.33%) Data Governance
6 6 (28.57%) Data Warehouse
7 5 (23.81%) Quality Management
7 5 (23.81%) Data Analysis
8 4 (19.05%) Tableau
8 4 (19.05%) R
8 4 (19.05%) Analytics
8 4 (19.05%) Dashboard Development
8 4 (19.05%) PL/SQL
8 4 (19.05%) Data Modelling
9 3 (14.29%) ERP
9 3 (14.29%) MS Excel
9 3 (14.29%) Oracle
9 3 (14.29%) MS Office
9 3 (14.29%) Manufacturing
9 3 (14.29%) Relational Database
9 3 (14.29%) Italian Language
9 3 (14.29%) Polish Language
9 3 (14.29%) Spanish Language
9 3 (14.29%) Swedish Language
10 2 (9.52%) Enterprise Data Management
10 2 (9.52%) French Language
10 2 (9.52%) Analytical Skills

Data Cleansing
Top Related IT Skills in the North West 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:

Application Platforms
1 8 (38.10%) SAS
Applications
1 3 (14.29%) MS Excel
1 3 (14.29%) MS Office
2 1 (4.76%) MS PowerPoint
Business Applications
1 2 (9.52%) Oracle ERP
2 1 (4.76%) Sage 200
2 1 (4.76%) Sage CRM
Database & Business Intelligence
1 6 (28.57%) Data Warehouse
2 3 (14.29%) Relational Database
3 1 (4.76%) Oracle Reports
3 1 (4.76%) SQL Server Reporting Services
General
1 13 (61.90%) Finance
2 7 (33.33%) Retail
3 3 (14.29%) Italian Language
3 3 (14.29%) Manufacturing
3 3 (14.29%) Polish Language
3 3 (14.29%) Spanish Language
3 3 (14.29%) Swedish Language
4 2 (9.52%) French Language
5 1 (4.76%) Banking
Job Titles
1 8 (38.10%) Analyst
2 7 (33.33%) Data Analyst
3 6 (28.57%) Data Manager
3 6 (28.57%) Data Quality Manager
3 6 (28.57%) Quality Manager
4 4 (19.05%) Data Scientist
5 1 (4.76%) Business Analyst
5 1 (4.76%) Data Business Analyst
5 1 (4.76%) Data Governance Analyst
5 1 (4.76%) Data Governance Manager
5 1 (4.76%) Data Quality Analyst
5 1 (4.76%) ETL Analyst
5 1 (4.76%) Finance Manager
5 1 (4.76%) Governance Manager
5 1 (4.76%) Procurement Analyst
5 1 (4.76%) Quality Analyst
5 1 (4.76%) Systems Analyst
Miscellaneous
1 2 (9.52%) Analytical Skills
2 1 (4.76%) Data Extraction
Processes & Methodologies
1 10 (47.62%) Data Management
2 7 (33.33%) Data Governance
2 7 (33.33%) Information Management
3 5 (23.81%) Data Analysis
3 5 (23.81%) Quality Management
4 4 (19.05%) Analytics
4 4 (19.05%) Dashboard Development
4 4 (19.05%) Data Modelling
5 3 (14.29%) ERP
6 2 (9.52%) Enterprise Data Management
7 1 (4.76%) Business Analysis
7 1 (4.76%) CRM
7 1 (4.76%) ETL
7 1 (4.76%) Spend Analysis
7 1 (4.76%) Stakeholder Management
7 1 (4.76%) Supplier Management
7 1 (4.76%) Validation
7 1 (4.76%) Workflow
Programming Languages
1 18 (85.71%) SQL
2 4 (19.05%) PL/SQL
2 4 (19.05%) R
3 1 (4.76%) T-SQL
3 1 (4.76%) VBA
Quality Assurance & Compliance
1 10 (47.62%) Data Quality
Vendors
1 4 (19.05%) Tableau
2 3 (14.29%) Oracle
3 2 (9.52%) IFS
3 2 (9.52%) SAP
4 1 (4.76%) Microsoft
4 1 (4.76%) Sage
4 1 (4.76%) Teradata
4 1 (4.76%) Trillium
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