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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / West Midlands
Rank 204 208 209
Rank change year-on-year
+4 +1
Permanent jobs citing Data Cleansing 9 9 7
As % of all permanent IT jobs located in the West Midlands 0.18% 0.18% 0.14%
As % of the Processes & Methodologies category 0.21% 0.20% 0.17%
Number of salaries quoted 8 9 5
Median salary £37,000 £45,000 £42,500
Median salary % change year-on-year
-17.77% +5.88%
90% offered a salary of more than £24,000 £36,200 £34,559
10% offered a salary of more than £45,000 £50,500 £66,500
UK excluding London median salary £38,250 £35,000 £42,500
% change year-on-year
+9.28% -17.64%

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
4328 4436 4234
As % of all permanent IT jobs located in the West Midlands 88.71% 86.91% 85.45%
Number of salaries quoted 3369 3677 3685
Median salary £42,500 £42,500 £41,902
Median salary % change year-on-year
- +1.42%
90% offered a salary of more than £27,500 £28,728 £27,500
10% offered a salary of more than £62,500 £65,000 £60,000
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 17 January 2017.

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 17 January 2017. 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 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
Walsall - 3 £37,000 -
Warwickshire +21 2 £45,000 +25.87%
Wolverhampton - 2 £24,000 -
Birmingham -1 1 £37,500 -25.00%
Solihull - 1 £27,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 17 January 2017, 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 14 (56.00%) Business Intelligence
2 12 (48.00%) Data Management
2 12 (48.00%) Analytical Skills
3 11 (44.00%) ETL
3 11 (44.00%) SQL
4 10 (40.00%) SQL Server
5 9 (36.00%) SQL Server Integration Services
5 9 (36.00%) Data Quality
6 8 (32.00%) Master Data Management
7 7 (28.00%) Management Information System
8 6 (24.00%) Finance
8 6 (24.00%) Stakeholder Management
9 5 (20.00%) Netezza
9 5 (20.00%) SQL Server Reporting Services
9 5 (20.00%) Star Schema
9 5 (20.00%) CRM
9 5 (20.00%) Data Mining
9 5 (20.00%) Microsoft
9 5 (20.00%) Visualisation
9 5 (20.00%) Data Visualisation
9 5 (20.00%) QlikView
9 5 (20.00%) Dimensional Modelling
9 5 (20.00%) Information Exploitation
10 4 (16.00%) Data Integration
10 4 (16.00%) Marketing
10 4 (16.00%) Data Governance
10 4 (16.00%) MS Excel
10 4 (16.00%) Disaster Recovery
10 4 (16.00%) Data Analysis
10 4 (16.00%) Retail

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 2 (8.00%) SharePoint
Applications
1 4 (16.00%) MS Excel
2 3 (12.00%) MS Office
Business Applications
1 2 (8.00%) OpenText VIM for SAP
1 2 (8.00%) SAP CO
1 2 (8.00%) SAP FI
1 2 (8.00%) SAP FI/CO
1 2 (8.00%) SAP MDM
1 2 (8.00%) SAP MM
1 2 (8.00%) SAP SD
Database & Business Intelligence
1 10 (40.00%) SQL Server
2 9 (36.00%) SQL Server Integration Services
3 5 (20.00%) Data Mining
3 5 (20.00%) QlikView
3 5 (20.00%) SQL Server Reporting Services
3 5 (20.00%) Star Schema
4 3 (12.00%) BusinessObjects
5 2 (8.00%) BusinessObjects Business Intelligence
5 2 (8.00%) Data Warehouse
5 2 (8.00%) Enterprise Data Warehouse
5 2 (8.00%) PerformancePoint
5 2 (8.00%) Power BI
5 2 (8.00%) SAP BW
5 2 (8.00%) SQL Server Analysis Services
6 1 (4.00%) NoSQL
6 1 (4.00%) Relational Database
General
1 6 (24.00%) Finance
2 4 (16.00%) Marketing
2 4 (16.00%) Retail
3 2 (8.00%) Advertising
4 1 (4.00%) Legal
Job Titles
1 11 (44.00%) Developer
2 8 (32.00%) Analyst
3 6 (24.00%) Business Intelligence Developer
3 6 (24.00%) Data Analyst
4 5 (20.00%) SSIS Developer
5 4 (16.00%) ETL Developer
5 4 (16.00%) Systems Manager
6 3 (12.00%) Senior Developer
7 2 (8.00%) Administrator
7 2 (8.00%) Business Intelligence Analyst
7 2 (8.00%) Change Manager
7 2 (8.00%) Data Administrator
7 2 (8.00%) Data Manager
7 2 (8.00%) IT Manager
7 2 (8.00%) Project Change Manager
7 2 (8.00%) Project Manager
7 2 (8.00%) Senior IT Manager
7 2 (8.00%) Senior Manager
7 2 (8.00%) SQL Developer
7 2 (8.00%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 3 (12.00%) XML
Miscellaneous
1 12 (48.00%) Analytical Skills
2 7 (28.00%) Management Information System
3 5 (20.00%) Visualisation
4 4 (16.00%) Data Integration
5 1 (4.00%) Data Protection Act
5 1 (4.00%) Data Structures
5 1 (4.00%) Taxonomies
Processes & Methodologies
1 14 (56.00%) Business Intelligence
2 12 (48.00%) Data Management
3 11 (44.00%) ETL
4 8 (32.00%) Master Data Management
5 6 (24.00%) Stakeholder Management
6 5 (20.00%) CRM
6 5 (20.00%) Data Visualisation
6 5 (20.00%) Dimensional Modelling
6 5 (20.00%) Information Exploitation
7 4 (16.00%) Data Analysis
7 4 (16.00%) Data Governance
7 4 (16.00%) Disaster Recovery
8 3 (12.00%) Data Deduplication
8 3 (12.00%) Data Mapping
8 3 (12.00%) Data Modelling
8 3 (12.00%) PRINCE2
8 3 (12.00%) Root Cause Analysis
8 3 (12.00%) User Acceptance Testing
9 2 (8.00%) Fault Analysis
9 2 (8.00%) Line Management
Programming Languages
1 11 (44.00%) SQL
2 3 (12.00%) Java
3 1 (4.00%) T-SQL
Qualifications
1 3 (12.00%) Degree
1 3 (12.00%) PRINCE2 Certification
2 1 (4.00%) Security Cleared
Quality Assurance & Compliance
1 9 (36.00%) Data Quality
Vendors
1 5 (20.00%) Microsoft
1 5 (20.00%) Netezza
2 3 (12.00%) IBM
3 2 (8.00%) SAP
4 1 (4.00%) Pega