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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 217 212 230
Rank change year-on-year
-5 +18
Permanent jobs citing Data Cleansing 12 9 2
As % of all permanent IT jobs located in the West Midlands 0.21% 0.17% 0.036%
As % of the Processes & Methodologies category 0.24% 0.19% 0.042%
Number of salaries quoted 12 9 2
Median salary £47,500 £55,000 £29,265
Median salary % change year-on-year
-13.63% +87.93%
UK excluding London median salary £40,000 £40,000 £40,000
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
5008 4697 4707
As % of all permanent IT jobs located in the West Midlands 87.86% 86.87% 83.99%
Number of salaries quoted 3938 3873 3950
Median salary £42,500 £42,500 £42,350
Median salary % change year-on-year
- +0.35%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £62,500 £70,000 £63,299
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 25 September 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 25 September 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
Staffordshire +10 9 £50,000 -16.66%
Birmingham -20 1 £35,000 -36.36%
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 25 September 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 11 (64.71%) Business Intelligence
2 10 (58.82%) Analytical Skills
3 8 (47.06%) Data Management
4 6 (35.29%) ETL
4 6 (35.29%) Stakeholder Management
4 6 (35.29%) Dimensional Modelling
5 5 (29.41%) Visualisation
5 5 (29.41%) Data Visualisation
5 5 (29.41%) Information Exploitation
5 5 (29.41%) Finance
5 5 (29.41%) Netezza
5 5 (29.41%) SQL Server Integration Services
5 5 (29.41%) QlikView
5 5 (29.41%) Data Mining
5 5 (29.41%) MS Excel
5 5 (29.41%) Star Schema
5 5 (29.41%) SQL Server
6 4 (23.53%) SAP BW
6 4 (23.53%) SAP SD
6 4 (23.53%) SAP FI
6 4 (23.53%) SAP MM
6 4 (23.53%) SAP BI
6 4 (23.53%) MS Office
6 4 (23.53%) SAP
6 4 (23.53%) SQL
6 4 (23.53%) Microsoft
6 4 (23.53%) Degree
6 4 (23.53%) Management Information System
6 4 (23.53%) Migration
6 4 (23.53%) Disaster Recovery

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:

Applications
1 5 (29.41%) MS Excel
2 4 (23.53%) MS Office
Business Applications
1 4 (23.53%) OpenText VIM for SAP
1 4 (23.53%) SAP CO
1 4 (23.53%) SAP FI
1 4 (23.53%) SAP FI/CO
1 4 (23.53%) SAP MDM
1 4 (23.53%) SAP MM
1 4 (23.53%) SAP SD
Database & Business Intelligence
1 5 (29.41%) Data Mining
1 5 (29.41%) QlikView
1 5 (29.41%) SQL Server
1 5 (29.41%) SQL Server Integration Services
1 5 (29.41%) Star Schema
2 4 (23.53%) SAP BI
2 4 (23.53%) SAP BW
3 2 (11.76%) SQL Server Reporting Services
4 1 (5.88%) BusinessObjects
4 1 (5.88%) BusinessObjects XI
4 1 (5.88%) Data Warehouse
4 1 (5.88%) NoSQL
4 1 (5.88%) Oracle Database
4 1 (5.88%) Oracle Reports
4 1 (5.88%) PowerCenter
General
1 5 (29.41%) Finance
2 4 (23.53%) Retail
3 1 (5.88%) Legal
Job Titles
1 7 (41.18%) Developer
2 6 (35.29%) Business Intelligence Developer
3 5 (29.41%) Analyst
3 5 (29.41%) Data Analyst
4 4 (23.53%) Administrator
4 4 (23.53%) Data Administrator
4 4 (23.53%) ETL Developer
4 4 (23.53%) Master Data Administrator
4 4 (23.53%) Master Data Analyst
4 4 (23.53%) SAP Administrator
4 4 (23.53%) SAP Analyst
4 4 (23.53%) SAP Data Analyst
4 4 (23.53%) SAP Master Data Analyst
4 4 (23.53%) SAP MDM Analyst
4 4 (23.53%) SSIS Developer
4 4 (23.53%) Systems Manager
5 2 (11.76%) Project Change Manager
5 2 (11.76%) Project Manager
5 2 (11.76%) Senior IT Manager
5 2 (11.76%) Senior Manager
Miscellaneous
1 10 (58.82%) Analytical Skills
2 5 (29.41%) Visualisation
3 4 (23.53%) Data Integration
3 4 (23.53%) Management Information System
Operating Systems
1 1 (5.88%) Windows
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 8 (47.06%) Data Management
3 6 (35.29%) Dimensional Modelling
3 6 (35.29%) ETL
3 6 (35.29%) Stakeholder Management
4 5 (29.41%) Data Visualisation
4 5 (29.41%) Information Exploitation
5 4 (23.53%) Data Analysis
5 4 (23.53%) Data Governance
5 4 (23.53%) Data Migration
5 4 (23.53%) Disaster Recovery
5 4 (23.53%) Master Data Management
5 4 (23.53%) Migration
5 4 (23.53%) PLM
6 3 (17.65%) PRINCE2
7 2 (11.76%) Kimball Methodology
8 1 (5.88%) Inmon Methodology
8 1 (5.88%) Integration Testing
8 1 (5.88%) Unit Testing
8 1 (5.88%) User Stories
Programming Languages
1 4 (23.53%) SQL
2 1 (5.88%) Java
2 1 (5.88%) PL/SQL
2 1 (5.88%) T-SQL
Qualifications
1 4 (23.53%) Degree
2 3 (17.65%) PRINCE2 Certification
3 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
Vendors
1 5 (29.41%) Netezza
2 4 (23.53%) Microsoft
2 4 (23.53%) SAP
3 1 (5.88%) Informatica
3 1 (5.88%) Oracle