The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the City of London region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 22 August 2014 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 175 216 199
Rank change year-on-year
+41 -17
Contract jobs citing Data Cleansing 25 15 28
As % of all contract IT jobs located in the City of London 0.42% 0.20% 0.36%
As % of the Processes & Methodologies category 0.57% 0.27% 0.48%
Number of daily rates quoted 14 13 24
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£444 £400 £463
Average daily rate % change year-on-year
+10.93% -13.51%
90% offered a daily rate of more than £379 £276 £360
10% offered a daily rate of more than £617 £600 £650
UK excluding London average daily rate £331 £309 £375
% change year-on-year
+7.28% -17.66%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £15.39 £12.00 £37.50
% change year-on-year
+28.20% -68.00%
Data Cleansing
London

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
4422 5597 5890
As % of all contract IT jobs located in the City of London 75.06% 76.06% 75.34%
Number of daily rates quoted 3282 4197 4388
Average daily rate £450 £450 £450
90% offered a daily rate of more than £317 £313 £300
10% offered a daily rate of more than £625 £600 £625
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 42 71 91
Average hourly rate £22.60 £22.50 £30.00
Average hourly rate % change year-on-year
+0.42% -25.00%
90% offered a hourly rate of more than £16.50 £15.00 £16.00
10% offered a hourly rate of more than £36.50 £52.50 £51.50
UK excluding London average hourly rate £25.00 £30.00 £31.00
% change year-on-year
-16.66% -3.22%

Data Cleansing
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of IT contractor jobs citing Data Cleansing across the City of London region as a proportion of the total demand within the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the City of London

Data Cleansing
Daily Rate Trend in the City of London

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

Data Cleansing Daily Rate Trend in the City of London

Data Cleansing
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the City of London region over the 3 months to 22 August 2014.

Data Cleansing Daily Rate Histogram in the City of London

Data Cleansing
Hourly Rate Trend in the City of London

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

Data Cleansing Hourly Rate Trend in the City of London

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

For the 6 months to 22 August 2014, IT contractor jobs across the City of London region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing.

1 27 (60.00%) Migration
2 23 (51.11%) Data Migration
3 19 (42.22%) Finance
4 17 (37.78%) SQL
4 17 (37.78%) Data Warehouse
5 13 (28.89%) ETL
5 13 (28.89%) Degree
5 13 (28.89%) Data Analysis
6 12 (26.67%) CRM
6 12 (26.67%) Oracle
7 11 (24.44%) Data Modelling
7 11 (24.44%) Data Quality
8 10 (22.22%) Data Mapping
9 9 (20.00%) Data Integration
9 9 (20.00%) Relational Database
9 9 (20.00%) Business Intelligence
10 8 (17.78%) PL/SQL
10 8 (17.78%) Computer Science
10 8 (17.78%) Oracle Database
11 7 (15.56%) Data Management
11 7 (15.56%) OLTP
12 6 (13.33%) Linux
12 6 (13.33%) XML
12 6 (13.33%) XSD
12 6 (13.33%) SQL Server
12 6 (13.33%) Software Engineering
12 6 (13.33%) Oracle Database 11g
12 6 (13.33%) User Acceptance Testing
12 6 (13.33%) Oracle ODI
12 6 (13.33%) Performance Tuning

Data Cleansing
Top Related IT Skills in the City of London by Category

For the 6 months to 22 August 2014, IT contractor jobs across the City of London region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 2 (4.44%) WebLogic
1 2 (4.44%) SAS
Applications
1 2 (4.44%) MS Excel
2 1 (2.22%) Spreadsheet
Business Applications
1 4 (8.89%) Dynamics CRM
2 3 (6.67%) Siebel Analytics
2 3 (6.67%) Oracle CRM
3 1 (2.22%) SAP MM
3 1 (2.22%) SAP PP
3 1 (2.22%) SAP HR
3 1 (2.22%) SAP SD
3 1 (2.22%) Agresso
Database & Business Intelligence
1 17 (37.78%) Data Warehouse
2 9 (20.00%) Relational Database
3 8 (17.78%) Oracle Database
4 7 (15.56%) OLTP
5 6 (13.33%) SQL Server
5 6 (13.33%) Oracle Database 11g
5 6 (13.33%) Oracle ODI
6 5 (11.11%) Big Data
6 5 (11.11%) SQL Server Integration Services
7 4 (8.89%) SQL Server 2008
8 3 (6.67%) SQL Server Reporting Services
8 3 (6.67%) Oracle BI EE
8 3 (6.67%) DataStage
9 2 (4.44%) OLAP
9 2 (4.44%) Data Mart
9 2 (4.44%) SQL Server 2005
9 2 (4.44%) SQL Server Analysis Services
9 2 (4.44%) SQL Server 2012
9 2 (4.44%) IBM InfoSphere
10 1 (2.22%) MongoDB
Development Applications
1 6 (13.33%) Jenkins
2 5 (11.11%) Git (software)
3 1 (2.22%) Cucumber
3 1 (2.22%) Talend Open Studio
3 1 (2.22%) Toad
3 1 (2.22%) JUnit
General
1 19 (42.22%) Finance
2 5 (11.11%) Billing
3 3 (6.67%) Marketing
3 3 (6.67%) Banking
3 3 (6.67%) Games
4 2 (4.44%) Legal
5 1 (2.22%) Retail
5 1 (2.22%) Publishing
Job Titles
1 12 (26.67%) Analyst
2 8 (17.78%) Developer
3 7 (15.56%) Project Manager
4 6 (13.33%) Business Analyst
4 6 (13.33%) Data Analyst
5 5 (11.11%) Data Architect
5 5 (11.11%) Architect
6 4 (8.89%) Designer
7 3 (6.67%) CRM Manager
7 3 (6.67%) Insurance Business Analyst
7 3 (6.67%) Data Modeller
7 3 (6.67%) CRM Project Manager
7 3 (6.67%) Data Manager
8 2 (4.44%) Business Systems Analyst
8 2 (4.44%) Systems Analyst
8 2 (4.44%) Data Migration Analyst
8 2 (4.44%) Business Intelligence Developer
8 2 (4.44%) Data Warehouse Developer
8 2 (4.44%) Migration Project Manager
8 2 (4.44%) Data Migration Manager
Libraries, Frameworks & Software Standards
1 6 (13.33%) XML
1 6 (13.33%) XSD
2 5 (11.11%) XSL
2 5 (11.11%) XSLT
3 3 (6.67%) .NET
4 2 (4.44%) MDX
5 1 (2.22%) REST
5 1 (2.22%) SOAP
5 1 (2.22%) Web Services
Miscellaneous
1 9 (20.00%) Data Integration
2 8 (17.78%) Computer Science
3 2 (4.44%) NHS
3 2 (4.44%) Statistics
3 2 (4.44%) Mathematics
3 2 (4.44%) Data Protection Act
4 1 (2.22%) FMCG
4 1 (2.22%) Credit Risk
Operating Systems
1 6 (13.33%) Linux
2 1 (2.22%) Windows XP
2 1 (2.22%) Windows
Processes & Methodologies
1 27 (60.00%) Migration
2 23 (51.11%) Data Migration
3 13 (28.89%) ETL
3 13 (28.89%) Data Analysis
4 12 (26.67%) CRM
5 11 (24.44%) Data Modelling
6 10 (22.22%) Data Mapping
7 9 (20.00%) Business Intelligence
8 7 (15.56%) Data Management
9 6 (13.33%) Software Engineering
9 6 (13.33%) User Acceptance Testing
9 6 (13.33%) Performance Tuning
9 6 (13.33%) Master Data Management
9 6 (13.33%) Analytics
10 5 (11.11%) Continuous Improvement
10 5 (11.11%) Data Governance
10 5 (11.11%) Unit Testing
10 5 (11.11%) Time Management
10 5 (11.11%) TOGAF
11 4 (8.89%) Workflow
Programming Languages
1 17 (37.78%) SQL
2 8 (17.78%) PL/SQL
3 5 (11.11%) Shell Script
4 2 (4.44%) T-SQL
5 1 (2.22%) ABAP
5 1 (2.22%) VBA
5 1 (2.22%) Java
Qualifications
1 13 (28.89%) Degree
2 3 (6.67%) PRINCE2 Certification
3 1 (2.22%) SC Cleared
3 1 (2.22%) Security Cleared
Quality Assurance & Compliance
1 11 (24.44%) Data Quality
2 5 (11.11%) QA
Vendors
1 12 (26.67%) Oracle
2 5 (11.11%) IBM
3 4 (8.89%) Salesforce.com
4 3 (6.67%) Teradata
4 3 (6.67%) Siebel
4 3 (6.67%) SAP
5 2 (4.44%) Microsoft
5 2 (4.44%) Trillium
5 2 (4.44%) Informatica
5 2 (4.44%) Tableau
6 1 (2.22%) Talend
6 1 (2.22%) Datanomic
6 1 (2.22%) DataFlux
6 1 (2.22%) Ab Initio
6 1 (2.22%) Metastorm
6 1 (2.22%) Cognos
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