The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England / West Midlands
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 206 230 213
Rank change year-on-year +24 -17  
Permanent jobs citing Data Cleansing 4 11 8
As % of all permanent IT jobs advertised in the West Midlands 0.083% 0.18% 0.16%
As % of the Processes & Methodologies category 0.093% 0.20% 0.19%
Number of salaries quoted 4 11 2
Median salary £45,000 £49,000 £54,500
Median salary % change year-on-year -8.16% -10.09%  
UK excluding London median salary £43,750 £41,500 £40,000
% change year-on-year +5.42% +3.75%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 4315 5452 4247
As % of all permanent IT job vacancies advertised in the West Midlands 90.06% 88.23% 83.65%
Number of salaries quoted 3526 4385 3549
Median salary £42,500 £43,000 £42,500
Median salary % change year-on-year -1.16% +1.17%  
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £61,500 £62,500 £62,898
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing 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 in the West Midlands.

Salary trend for Data Cleansing in the West Midlands

Data Cleansing
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Cleansing in the West Midlands over the 3 months to 29 March 2017.

Salary histogram for Data Cleansing 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 29 March 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 +18 2 £35,750 -28.50%
Herefordshire - 2 £45,000 -
Data Cleansing
England

For the 6 months to 29 March 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 9 (64.29%) SQL
2 7 (50.00%) Microsoft
3 5 (35.71%) Business Intelligence
3 5 (35.71%) SQL Server Reporting Services
3 5 (35.71%) SQL Server Integration Services
3 5 (35.71%) Marketing
4 4 (28.57%) Degree
4 4 (28.57%) ETL
4 4 (28.57%) SQL Server
5 3 (21.43%) Management Information System
5 3 (21.43%) SQL Server Analysis Services
5 3 (21.43%) Power BI
6 2 (14.29%) Performance Tuning
6 2 (14.29%) Server Monitoring
6 2 (14.29%) Enterprise Data Warehouse
6 2 (14.29%) Data Governance
6 2 (14.29%) Database Security
6 2 (14.29%) Line Management
6 2 (14.29%) Fault Analysis
6 2 (14.29%) Server Virtualisation
6 2 (14.29%) SQL Server 2008
6 2 (14.29%) Microsoft Azure
6 2 (14.29%) PerformancePoint
6 2 (14.29%) Data Quality
6 2 (14.29%) Supplier Management
6 2 (14.29%) Mathematics
6 2 (14.29%) Computer Science
6 2 (14.29%) Data Management
6 2 (14.29%) Data Analysis
6 2 (14.29%) Windows

Data Cleansing
Co-occurring 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 (14.29%) SharePoint
Applications
1 2 (14.29%) MS Excel
2 1 (7.14%) MS Office
Cloud Services
1 2 (14.29%) Microsoft Azure
Database & Business Intelligence
1 5 (35.71%) SQL Server Integration Services
1 5 (35.71%) SQL Server Reporting Services
2 4 (28.57%) SQL Server
3 3 (21.43%) Power BI
3 3 (21.43%) SQL Server Analysis Services
4 2 (14.29%) Data Warehouse
4 2 (14.29%) Enterprise Data Warehouse
4 2 (14.29%) PerformancePoint
4 2 (14.29%) SQL Server 2008
5 1 (7.14%) Qlik Sense
5 1 (7.14%) QlikView
5 1 (7.14%) Relational Database
5 1 (7.14%) Spotfire
General
1 5 (35.71%) Marketing
2 2 (14.29%) Advertising
3 1 (7.14%) Finance
Job Titles
1 6 (42.86%) Analyst
2 4 (28.57%) Data Analyst
3 3 (21.43%) Developer
4 2 (14.29%) Business Intelligence Analyst
4 2 (14.29%) Business Intelligence Developer
4 2 (14.29%) Data Manager
4 2 (14.29%) DBA
4 2 (14.29%) Marketing Analyst
4 2 (14.29%) Marketing Data Analyst
4 2 (14.29%) SQL DBA
4 2 (14.29%) SSIS Analyst
4 2 (14.29%) SSRS Analyst
5 1 (7.14%) Data Governance Analyst
5 1 (7.14%) Governance Manager
5 1 (7.14%) Master Data Manager
5 1 (7.14%) Power BI Developer
5 1 (7.14%) Resourcer
5 1 (7.14%) SharePoint Analyst
5 1 (7.14%) SSIS Developer
5 1 (7.14%) SSRS Developer
Miscellaneous
1 3 (21.43%) Management Information System
2 2 (14.29%) Clustering
2 2 (14.29%) Computer Science
2 2 (14.29%) Replication
3 1 (7.14%) Analytical Skills
3 1 (7.14%) Data Protection Act
3 1 (7.14%) Data Structures
3 1 (7.14%) Taxonomies
Operating Systems
1 2 (14.29%) Windows
Processes & Methodologies
1 5 (35.71%) Business Intelligence
2 4 (28.57%) ETL
3 2 (14.29%) CRM
3 2 (14.29%) Data Analysis
3 2 (14.29%) Data Governance
3 2 (14.29%) Data Management
3 2 (14.29%) Database Security
3 2 (14.29%) Fault Analysis
3 2 (14.29%) Line Management
3 2 (14.29%) Mathematics
3 2 (14.29%) Performance Tuning
3 2 (14.29%) Server Monitoring
3 2 (14.29%) Server Virtualisation
3 2 (14.29%) Stakeholder Management
3 2 (14.29%) Supplier Management
4 1 (7.14%) Analytics
4 1 (7.14%) Data Enrichment
4 1 (7.14%) Data Transformation
4 1 (7.14%) Master Data Management
4 1 (7.14%) Mentoring
Programming Languages
1 9 (64.29%) SQL
2 1 (7.14%) Java
2 1 (7.14%) JavaScript
Qualifications
1 4 (28.57%) Degree
Quality Assurance & Compliance
1 2 (14.29%) Data Quality
Vendors
1 7 (50.00%) Microsoft
2 1 (7.14%) Pega
2 1 (7.14%) Tableau