The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 171 163 177
Rank change year-on-year
-8 +14
Permanent jobs citing Data Cleansing 14 19 17
As % of all permanent IT jobs located in Manchester 0.39% 0.53% 0.43%
As % of the Processes & Methodologies category 0.44% 0.59% 0.50%
Number of salaries quoted 9 13 14
Median salary £39,000 £22,500 £26,500
Median salary % change year-on-year
+73.33% -15.09%
90% offered a salary of more than £38,700 £21,500 £20,450
10% offered a salary of more than £57,000 £24,000 £36,750
UK excluding London median salary £42,500 £40,000 £41,500
% change year-on-year
+6.25% -3.61%
Data Cleansing
North West

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3202 3232 3411
As % of all permanent IT jobs located in Manchester 88.60% 89.83% 85.42%
Number of salaries quoted 2691 2664 2737
Median salary £45,000 £41,000 £40,000
Median salary % change year-on-year
+9.75% +2.50%
90% offered a salary of more than £30,000 £28,000 £26,000
10% offered a salary of more than £62,500 £55,500 £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 Manchester

The demand trend of job ads across the Manchester 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 Manchester

Data Cleansing
Salary Trend in Manchester

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

Data Cleansing Salary Trend in Manchester

Data Cleansing
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Manchester region over the 3 months to 28 July 2016.

Data Cleansing Salary Histogram in Manchester

Data Cleansing
Top 30 Related IT Skills in Manchester

For the 6 months to 28 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 Manchester region with a requirement for Data Cleansing.

1 16 (88.89%) SQL
2 11 (61.11%) Finance
3 10 (55.56%) Data Management
4 9 (50.00%) Data Quality
5 8 (44.44%) SAS
6 7 (38.89%) Information Management
6 7 (38.89%) Retail
6 7 (38.89%) Data Governance
7 6 (33.33%) Data Warehouse
8 5 (27.78%) Quality Management
9 4 (22.22%) Data Modelling
9 4 (22.22%) R
9 4 (22.22%) Tableau
9 4 (22.22%) Analytics
9 4 (22.22%) Dashboard Development
10 3 (16.67%) Relational Database
10 3 (16.67%) ERP
10 3 (16.67%) Manufacturing
10 3 (16.67%) PL/SQL
10 3 (16.67%) Data Analysis
10 3 (16.67%) Italian Language
10 3 (16.67%) Polish Language
10 3 (16.67%) Spanish Language
10 3 (16.67%) Swedish Language
11 2 (11.11%) Enterprise Data Management
11 2 (11.11%) Oracle ERP
11 2 (11.11%) Oracle
11 2 (11.11%) SAP
11 2 (11.11%) IFS
11 2 (11.11%) French Language

Data Cleansing
Top Related IT Skills in Manchester 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 (44.44%) SAS
Business Applications
1 2 (11.11%) Oracle ERP
Database & Business Intelligence
1 6 (33.33%) Data Warehouse
2 3 (16.67%) Relational Database
General
1 11 (61.11%) Finance
2 7 (38.89%) Retail
3 3 (16.67%) Italian Language
3 3 (16.67%) Manufacturing
3 3 (16.67%) Polish Language
3 3 (16.67%) Spanish Language
3 3 (16.67%) Swedish Language
4 2 (11.11%) French Language
5 1 (5.56%) Banking
Job Titles
1 6 (33.33%) Analyst
1 6 (33.33%) Data Manager
1 6 (33.33%) Data Quality Manager
1 6 (33.33%) Quality Manager
2 5 (27.78%) Data Analyst
3 4 (22.22%) Data Scientist
4 1 (5.56%) Business Analyst
4 1 (5.56%) Data Business Analyst
4 1 (5.56%) Data Governance Analyst
4 1 (5.56%) Data Governance Manager
4 1 (5.56%) Data Quality Analyst
4 1 (5.56%) ETL Analyst
4 1 (5.56%) Finance Manager
4 1 (5.56%) Governance Manager
4 1 (5.56%) Quality Analyst
4 1 (5.56%) Systems Analyst
Processes & Methodologies
1 10 (55.56%) Data Management
2 7 (38.89%) Data Governance
2 7 (38.89%) Information Management
3 5 (27.78%) Quality Management
4 4 (22.22%) Analytics
4 4 (22.22%) Dashboard Development
4 4 (22.22%) Data Modelling
5 3 (16.67%) Data Analysis
5 3 (16.67%) ERP
6 2 (11.11%) Enterprise Data Management
7 1 (5.56%) ETL
7 1 (5.56%) Stakeholder Management
Programming Languages
1 16 (88.89%) SQL
2 4 (22.22%) R
3 3 (16.67%) PL/SQL
Quality Assurance & Compliance
1 9 (50.00%) Data Quality
Vendors
1 4 (22.22%) Tableau
2 2 (11.11%) IFS
2 2 (11.11%) Oracle
2 2 (11.11%) SAP
3 1 (5.56%) Teradata
3 1 (5.56%) Trillium
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