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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / West Midlands
Rank 200 223 210
Rank change year-on-year
+23 -13
Permanent jobs citing Data Cleansing 5 11 4
As % of all permanent IT jobs located in the West Midlands 0.11% 0.19% 0.080%
As % of the Processes & Methodologies category 0.12% 0.21% 0.096%
Number of salaries quoted 5 11 2
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
UK excluding London median salary £42,500 £41,000 £40,500
% change year-on-year
+3.65% +1.23%

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
4160 5156 4186
As % of all permanent IT jobs located in the West Midlands 88.83% 87.96% 83.20%
Number of salaries quoted 3305 4243 3556
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year
-3.40% +3.52%
90% offered a salary of more than £28,500 £30,000 £28,000
10% offered a salary of more than £61,000 £65,000 £65,000
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 19 February 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 19 February 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
Birmingham +15 3 £37,500 -25.00%
Herefordshire - 2 £45,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 19 February 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 10 (55.56%) SQL
2 8 (44.44%) Microsoft
2 8 (44.44%) Business Intelligence
3 7 (38.89%) SQL Server Integration Services
4 6 (33.33%) SQL Server Reporting Services
4 6 (33.33%) ETL
4 6 (33.33%) SQL Server
5 5 (27.78%) Marketing
5 5 (27.78%) Degree
6 4 (22.22%) Data Management
6 4 (22.22%) MS Excel
6 4 (22.22%) Management Information System
6 4 (22.22%) Analytical Skills
7 3 (16.67%) Power BI
7 3 (16.67%) QlikView
7 3 (16.67%) SQL Server Analysis Services
7 3 (16.67%) Visualisation
7 3 (16.67%) Data Governance
7 3 (16.67%) Data Quality
7 3 (16.67%) Stakeholder Management
7 3 (16.67%) Data Analysis
8 2 (11.11%) Supplier Management
8 2 (11.11%) Netezza
8 2 (11.11%) Clustering
8 2 (11.11%) Replication
8 2 (11.11%) Finance
8 2 (11.11%) Advertising
8 2 (11.11%) Star Schema
8 2 (11.11%) CRM
8 2 (11.11%) SharePoint

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 (11.11%) SharePoint
Applications
1 4 (22.22%) MS Excel
2 2 (11.11%) MS Office
Business Applications
1 1 (5.56%) OpenText VIM for SAP
1 1 (5.56%) SAP CO
1 1 (5.56%) SAP FI
1 1 (5.56%) SAP FI/CO
1 1 (5.56%) SAP MDG
1 1 (5.56%) SAP MDM
1 1 (5.56%) SAP MM
1 1 (5.56%) SAP SD
Cloud Services
1 2 (11.11%) Microsoft Azure
Database & Business Intelligence
1 7 (38.89%) SQL Server Integration Services
2 6 (33.33%) SQL Server
2 6 (33.33%) SQL Server Reporting Services
3 3 (16.67%) Power BI
3 3 (16.67%) QlikView
3 3 (16.67%) SQL Server Analysis Services
4 2 (11.11%) Data Mining
4 2 (11.11%) Data Warehouse
4 2 (11.11%) Enterprise Data Warehouse
4 2 (11.11%) PerformancePoint
4 2 (11.11%) SQL Server 2008
4 2 (11.11%) Star Schema
5 1 (5.56%) BusinessObjects Business Intelligence
5 1 (5.56%) NoSQL
5 1 (5.56%) Qlik Sense
5 1 (5.56%) Relational Database
5 1 (5.56%) SAP BW
5 1 (5.56%) Spotfire
General
1 5 (27.78%) Marketing
2 2 (11.11%) Advertising
2 2 (11.11%) Finance
3 1 (5.56%) Retail
Job Titles
1 7 (38.89%) Analyst
2 5 (27.78%) Data Analyst
2 5 (27.78%) Developer
3 4 (22.22%) Business Intelligence Developer
4 2 (11.11%) Business Intelligence Analyst
4 2 (11.11%) Data Manager
4 2 (11.11%) DBA
4 2 (11.11%) Marketing Analyst
4 2 (11.11%) Marketing Data Analyst
4 2 (11.11%) SQL DBA
4 2 (11.11%) SSIS Analyst
4 2 (11.11%) SSIS Developer
4 2 (11.11%) SSRS Analyst
5 1 (5.56%) Campaign Manager
5 1 (5.56%) Data Governance Manager
5 1 (5.56%) ETL Developer
5 1 (5.56%) Product Manager
5 1 (5.56%) Resourcer
5 1 (5.56%) SAP Analyst
5 1 (5.56%) SAP Data Analyst
Miscellaneous
1 4 (22.22%) Analytical Skills
1 4 (22.22%) Management Information System
2 3 (16.67%) Visualisation
3 2 (11.11%) Clustering
3 2 (11.11%) Computer Science
3 2 (11.11%) Replication
4 1 (5.56%) Data Integration
4 1 (5.56%) Data Protection Act
4 1 (5.56%) Data Structures
4 1 (5.56%) Mathematics
4 1 (5.56%) Taxonomies
Operating Systems
1 2 (11.11%) Windows
Processes & Methodologies
1 8 (44.44%) Business Intelligence
2 6 (33.33%) ETL
3 4 (22.22%) Data Management
4 3 (16.67%) Data Analysis
4 3 (16.67%) Data Governance
4 3 (16.67%) Stakeholder Management
5 2 (11.11%) CRM
5 2 (11.11%) Data Visualisation
5 2 (11.11%) Database Security
5 2 (11.11%) Dimensional Modelling
5 2 (11.11%) Fault Analysis
5 2 (11.11%) Information Exploitation
5 2 (11.11%) Line Management
5 2 (11.11%) Master Data Management
5 2 (11.11%) Performance Tuning
5 2 (11.11%) Server Monitoring
5 2 (11.11%) Server Virtualisation
5 2 (11.11%) Supplier Management
6 1 (5.56%) Data Enrichment
6 1 (5.56%) Mentoring
Programming Languages
1 10 (55.56%) SQL
2 1 (5.56%) Java
2 1 (5.56%) JavaScript
Qualifications
1 5 (27.78%) Degree
2 1 (5.56%) Security Cleared
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
Vendors
1 8 (44.44%) Microsoft
2 2 (11.11%) Netezza
3 1 (5.56%) Pega
3 1 (5.56%) SAP
3 1 (5.56%) Tableau