The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 240 301 312
Rank change year-on-year
+61 +11
Permanent jobs citing Data Cleansing 16 10 49
As % of all permanent IT jobs located in the City of London 0.25% 0.097% 0.37%
As % of the Processes & Methodologies category 0.28% 0.11% 0.44%
Number of salaries quoted 16 9 44
Median salary £50,000 £60,000 £50,000
Median salary % change year-on-year
-16.66% +20.00%
90% offered a salary of more than £25,000 £51,000 £42,500
10% offered a salary of more than £61,250 £100,000 £63,500
UK excluding London median salary £42,500 £40,000 £41,500
% change year-on-year
+6.25% -3.61%
Data Cleansing
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5637 9072 11260
As % of all permanent IT jobs located in the City of London 89.66% 87.81% 86.04%
Number of salaries quoted 5141 7755 9373
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £81,000
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 City of London

The demand trend of job ads across the City of London 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 City of London

Data Cleansing
Salary Trend in the City of London

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

Data Cleansing Salary Trend in the City of London

Data Cleansing
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Cleansing across the City of London region over the 3 months to 26 June 2016.

Data Cleansing Salary Histogram in the City of London

Data Cleansing
Top 30 Related IT Skills in the City of London

For the 6 months to 26 June 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 City of London region with a requirement for Data Cleansing.

1 30 (85.71%) Finance
2 25 (71.43%) SQL
3 21 (60.00%) Analytical Skills
4 20 (57.14%) Business Intelligence
4 20 (57.14%) Data Management
5 19 (54.29%) MS Excel
5 19 (54.29%) Tableau
6 18 (51.43%) Data Analysis
6 18 (51.43%) Microsoft
7 14 (40.00%) Legal
7 14 (40.00%) SQL Server Reporting Services
7 14 (40.00%) PowerPivot
8 12 (34.29%) Data Quality
8 12 (34.29%) Management Information System
9 11 (31.43%) Billing
9 11 (31.43%) MS Access
9 11 (31.43%) T-SQL
9 11 (31.43%) VBA
9 11 (31.43%) PCI DSS
9 11 (31.43%) Visualisation
9 11 (31.43%) Analytics
9 11 (31.43%) MDX
10 10 (28.57%) SQL Server Analysis Services
10 10 (28.57%) SQL Server
11 9 (25.71%) Power BI
11 9 (25.71%) Data Modelling
11 9 (25.71%) ETL
12 8 (22.86%) Microsoft Analysis Services
12 8 (22.86%) QlikView
12 8 (22.86%) Relational Database

Data Cleansing
Top Related IT Skills in the City of London 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 7 (20.00%) SAS
2 3 (8.57%) SharePoint
Applications
1 19 (54.29%) MS Excel
2 6 (17.14%) SPSS
3 2 (5.71%) MS PowerPoint
4 1 (2.86%) MS Office
4 1 (2.86%) MS Visio
Business Applications
1 1 (2.86%) Dynamics CRM
Cloud Services
1 1 (2.86%) Amazon AWS
Database & Business Intelligence
1 14 (40.00%) PowerPivot
1 14 (40.00%) SQL Server Reporting Services
2 11 (31.43%) MS Access
3 10 (28.57%) SQL Server
3 10 (28.57%) SQL Server Analysis Services
4 9 (25.71%) Power BI
5 8 (22.86%) Microsoft Analysis Services
5 8 (22.86%) QlikView
5 8 (22.86%) Relational Database
6 5 (14.29%) Data Warehouse
6 5 (14.29%) Spotfire
7 3 (8.57%) Data Mining
7 3 (8.57%) SQL Server 2012
7 3 (8.57%) SQL Server 2014
7 3 (8.57%) SQL Server 2016
7 3 (8.57%) SQL Server Integration Services
8 2 (5.71%) Oracle BI EE
9 1 (2.86%) JasperReports
9 1 (2.86%) SAS EBI
General
1 30 (85.71%) Finance
2 14 (40.00%) Legal
3 11 (31.43%) Billing
4 6 (17.14%) Banking
5 3 (8.57%) Retail
Job Titles
1 14 (40.00%) Analyst
2 10 (28.57%) SQL Analyst
3 8 (22.86%) Business Intelligence Analyst
4 7 (20.00%) Report Analyst
4 7 (20.00%) SQL Reporting Analyst
4 7 (20.00%) SSRS Analyst
5 5 (14.29%) Administrator
6 4 (11.43%) Business Intelligence Developer
6 4 (11.43%) Developer
7 3 (8.57%) Business Intelligence Lead
7 3 (8.57%) DBA
7 3 (8.57%) Senior Manager
7 3 (8.57%) SQL BI Developer
7 3 (8.57%) SQL DBA
7 3 (8.57%) SQL Developer
7 3 (8.57%) SSAS Developer
7 3 (8.57%) SSIS Developer
7 3 (8.57%) Team Leader
8 2 (5.71%) Excel Analyst
8 2 (5.71%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 11 (31.43%) MDX
2 2 (5.71%) D3.js
3 1 (2.86%) CGI
3 1 (2.86%) COM
Miscellaneous
1 21 (60.00%) Analytical Skills
2 12 (34.29%) Management Information System
3 11 (31.43%) Visualisation
4 4 (11.43%) Computer Science
5 3 (8.57%) Replication
6 2 (5.71%) Data Integration
6 2 (5.71%) Mathematics
6 2 (5.71%) Statistics
7 1 (2.86%) Data Centre
7 1 (2.86%) Data Protection Act
7 1 (2.86%) User Experience
Operating Systems
1 1 (2.86%) Linux
Processes & Methodologies
1 20 (57.14%) Business Intelligence
1 20 (57.14%) Data Management
2 18 (51.43%) Data Analysis
3 11 (31.43%) Analytics
4 9 (25.71%) Data Modelling
4 9 (25.71%) ETL
5 7 (20.00%) Data Analytics
6 5 (14.29%) Anti-Money Laundering
6 5 (14.29%) Data Governance
7 3 (8.57%) Asset Management
7 3 (8.57%) Data Architecture
7 3 (8.57%) Data Entry
7 3 (8.57%) Dimensional Modelling
7 3 (8.57%) Information Management
7 3 (8.57%) Kimball Methodology
7 3 (8.57%) Master Data Management
7 3 (8.57%) Performance Management
7 3 (8.57%) Reverse Engineering
7 3 (8.57%) System Testing
7 3 (8.57%) Time Management
Programming Languages
1 25 (71.43%) SQL
2 11 (31.43%) T-SQL
2 11 (31.43%) VBA
3 4 (11.43%) R
4 3 (8.57%) Data Analysis Expressions (DAX)
5 1 (2.86%) Groovy
5 1 (2.86%) Java
5 1 (2.86%) JavaScript
5 1 (2.86%) PHP
Qualifications
1 3 (8.57%) Degree
2 1 (2.86%) PhD
Quality Assurance & Compliance
1 12 (34.29%) Data Quality
2 11 (31.43%) PCI DSS
3 5 (14.29%) CRD IV
3 5 (14.29%) EMIR
3 5 (14.29%) MiFID
4 2 (5.71%) QA
Vendors
1 19 (54.29%) Tableau
2 18 (51.43%) Microsoft
3 4 (11.43%) Salesforce.com
4 1 (2.86%) DataFlux
4 1 (2.86%) Hyperion
4 1 (2.86%) IBM
4 1 (2.86%) Informatica
4 1 (2.86%) Jaspersoft
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