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

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 236 219 213
Rank change year-on-year
-17 -6
Permanent jobs citing Data Cleansing 9 11 11
As % of all permanent IT jobs located in the West Midlands 0.14% 0.21% 0.21%
As % of the Processes & Methodologies category 0.17% 0.24% 0.25%
Number of salaries quoted 9 2 8
Median salary £37,500 £47,250 £67,500
Median salary % change year-on-year
-20.63% -30.00%
UK excluding London median salary £42,500 £40,000 £44,000
% change year-on-year
+6.25% -9.09%
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 West Midlands region.

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
5438 4546 4406
As % of all permanent IT jobs located in the West Midlands 87.60% 84.86% 84.54%
Number of salaries quoted 4227 3778 3678
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £27,500 £27,500 £29,000
10% offered a salary of more than £65,000 £65,000 £62,500
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 West Midlands

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

Data Cleansing
Salary Trend in the West Midlands

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

Data Cleansing Salary Trend in the West Midlands

Data Cleansing
Salary Histogram in the West Midlands

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

Data Cleansing Salary Histogram in the West Midlands

Data Cleansing
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the West Midlands region over the 3 months to 28 May 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
Halesowen - 3 £18,750 -
Birmingham -9 2 £47,500 -12.84%
Coventry - 1 £37,500 -
Shropshire - 1 £37,500 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 28 May 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 West Midlands region with a requirement for Data Cleansing.

1 10 (52.63%) Business Intelligence
2 8 (42.11%) Data Warehouse
3 7 (36.84%) BusinessObjects
3 7 (36.84%) Data Analysis
4 6 (31.58%) Data Migration
4 6 (31.58%) Data Quality
4 6 (31.58%) Microsoft
4 6 (31.58%) Finance
4 6 (31.58%) Migration
5 5 (26.32%) ETL
5 5 (26.32%) SQL
5 5 (26.32%) SAP
5 5 (26.32%) Oracle
5 5 (26.32%) Data Governance
6 4 (21.05%) SAP Data Services
6 4 (21.05%) Analytical Skills
6 4 (21.05%) SQL Server
6 4 (21.05%) MS Office
6 4 (21.05%) Windows
6 4 (21.05%) MS Excel
6 4 (21.05%) SAP BW
7 3 (15.79%) SAP BI
7 3 (15.79%) Data Modelling
8 2 (10.53%) BODI
8 2 (10.53%) Unit Testing
8 2 (10.53%) Degree
8 2 (10.53%) Translating Business Requirements
8 2 (10.53%) SAP SD
8 2 (10.53%) Oracle Reports
8 2 (10.53%) Java

Data Cleansing
Top Related IT Skills in the West Midlands 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 1 (5.26%) NetWeaver
1 1 (5.26%) SAP EP
1 1 (5.26%) SAP Portal
1 1 (5.26%) SAS
Applications
1 4 (21.05%) MS Excel
1 4 (21.05%) MS Office
2 1 (5.26%) SPSS
Business Applications
1 2 (10.53%) OpenText VIM for SAP
1 2 (10.53%) SAP CO
1 2 (10.53%) SAP FI
1 2 (10.53%) SAP FI/CO
1 2 (10.53%) SAP MDM
1 2 (10.53%) SAP MM
1 2 (10.53%) SAP SD
2 1 (5.26%) Maximo
2 1 (5.26%) Salesforce.com CRM
2 1 (5.26%) SAP SRM
Cloud Services
1 1 (5.26%) SaaS
Database & Business Intelligence
1 8 (42.11%) Data Warehouse
2 7 (36.84%) BusinessObjects
3 4 (21.05%) SAP BW
3 4 (21.05%) SAP Data Services
3 4 (21.05%) SQL Server
4 3 (15.79%) SAP BI
5 2 (10.53%) BODI
5 2 (10.53%) Oracle Reports
6 1 (5.26%) BusinessObjects XI
6 1 (5.26%) Oracle Database
6 1 (5.26%) PowerCenter
6 1 (5.26%) QlikView
6 1 (5.26%) SAP HANA
6 1 (5.26%) Spotfire
6 1 (5.26%) SQL Server Reporting Services
General
1 6 (31.58%) Finance
2 1 (5.26%) Local Government
Job Titles
1 8 (42.11%) Analyst
2 6 (31.58%) Data Analyst
2 6 (31.58%) Developer
3 5 (26.32%) Business Developer
4 4 (21.05%) Business Objects Developer
5 3 (15.79%) Business Intelligence Developer
5 3 (15.79%) Coordinator
5 3 (15.79%) Oracle Developer
5 3 (15.79%) SAP Analyst
5 3 (15.79%) SAP Data Analyst
6 2 (10.53%) Administrator
6 2 (10.53%) Business Intelligence Analyst
6 2 (10.53%) Data Administrator
6 2 (10.53%) Master Data Administrator
6 2 (10.53%) Master Data Analyst
6 2 (10.53%) Oracle BI Developer
6 2 (10.53%) SAP Administrator
6 2 (10.53%) SAP Master Data Analyst
6 2 (10.53%) SQL BI Developer
6 2 (10.53%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (5.26%) BAPI
1 1 (5.26%) CSS
1 1 (5.26%) SAP ALE
1 1 (5.26%) SAP Basis
1 1 (5.26%) SAP PI
1 1 (5.26%) SAP XI
1 1 (5.26%) Web Dynpro
Miscellaneous
1 4 (21.05%) Analytical Skills
2 1 (5.26%) Enterprise Software
2 1 (5.26%) EPoS
2 1 (5.26%) Mathematics
2 1 (5.26%) Replication
2 1 (5.26%) Visualisation
Operating Systems
1 4 (21.05%) Windows
2 1 (5.26%) AIX
2 1 (5.26%) Unix
Processes & Methodologies
1 10 (52.63%) Business Intelligence
2 7 (36.84%) Data Analysis
3 6 (31.58%) Data Migration
3 6 (31.58%) Migration
4 5 (26.32%) Data Governance
4 5 (26.32%) ETL
5 3 (15.79%) Data Modelling
6 2 (10.53%) Agile Software Development
6 2 (10.53%) PLM
6 2 (10.53%) Stakeholder Management
6 2 (10.53%) Translating Business Requirements
6 2 (10.53%) Unit Testing
7 1 (5.26%) Anti-Money Laundering
7 1 (5.26%) CAFM
7 1 (5.26%) Data Management
7 1 (5.26%) Information Management
7 1 (5.26%) Integration Testing
7 1 (5.26%) Software Engineering
7 1 (5.26%) Time Management
7 1 (5.26%) WFM
Programming Languages
1 5 (26.32%) SQL
2 2 (10.53%) Java
3 1 (5.26%) ABAP
3 1 (5.26%) C
3 1 (5.26%) Perl
3 1 (5.26%) PL/SQL
3 1 (5.26%) Python
Qualifications
1 2 (10.53%) Degree
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
2 1 (5.26%) CRD IV
2 1 (5.26%) EMIR
2 1 (5.26%) MiFID
2 1 (5.26%) QA
2 1 (5.26%) SLA
Vendors
1 6 (31.58%) Microsoft
2 5 (26.32%) Oracle
2 5 (26.32%) SAP
3 1 (5.26%) Avaya
3 1 (5.26%) Informatica
3 1 (5.26%) Salesforce.com
3 1 (5.26%) Tableau
3 1 (5.26%) Verint