The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the 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 29 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
29 Aug 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 312 335 330
Rank change year-on-year
+23 -5
Contract jobs citing Data Cleansing 102 96 77
As % of all contract IT jobs located in London 0.42% 0.38% 0.30%
As % of the Processes & Methodologies category 0.54% 0.50% 0.40%
Number of daily rates quoted 64 67 56
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£430 £375 £443
Average daily rate % change year-on-year
+14.66% -15.25%
90% offered a daily rate of more than £275 £249 £218
10% offered a daily rate of more than £600 £550 £650
UK excluding London average daily rate £325 £308 £350
% change year-on-year
+5.69% -12.14%
Number of hourly rates quoted 0 0 2
Average hourly rate - - £45.00
UK excluding London average hourly rate £15.39 £12.00 £37.50
% change year-on-year
+28.20% -68.00%
Data Cleansing
England

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18761 19158 19398
As % of all contract IT jobs located in London 77.11% 76.59% 74.47%
Number of daily rates quoted 13057 13421 13065
Average daily rate £450 £450 £435
Average daily rate % change year-on-year
- +3.44%
90% offered a daily rate of more than £300 £300 £290
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £375 £370 £360
% change year-on-year
+1.35% +2.77%
Number of hourly rates quoted 219 230 359
Average hourly rate £21.25 £22.50 £32.50
Average hourly rate % change year-on-year
-5.55% -30.76%
90% offered a hourly rate of more than £13.50 £14.00 £15.00
10% offered a hourly rate of more than £50.00 £52.50 £48.00
UK excluding London average hourly rate £25.50 £30.00 £31.00
% change year-on-year
-15.00% -3.22%

Data Cleansing
Jobs Demand Trend in London

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

Data Cleansing Jobs Demand Trend in London

Data Cleansing
Daily Rate Trend in London

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

Data Cleansing Daily Rate Trend in London

Data Cleansing
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the London region over the 3 months to 29 August 2014.

Data Cleansing Daily Rate Histogram in London

Data Cleansing
Hourly Rate Trend in London

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

Data Cleansing Hourly Rate Trend in London

Data Cleansing
Contract Job Locations in London

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Cleansing within the London region over the 3 months to 29 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +29 27 £444 +14.51% 6
Docklands, London +6 1 £375 -26.82%
Kingston Upon Thames - - - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 29 August 2014, IT contractor jobs across the 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.

1 115 (64.25%) Migration
2 99 (55.31%) Data Migration
3 53 (29.61%) SQL
4 49 (27.37%) Finance
5 48 (26.82%) SAP
6 44 (24.58%) Data Analysis
7 41 (22.91%) Data Mapping
8 40 (22.35%) ETL
9 37 (20.67%) CRM
10 36 (20.11%) Data Modelling
11 34 (18.99%) Data Warehouse
12 31 (17.32%) Business Intelligence
13 30 (16.76%) SQL Server
14 29 (16.20%) Data Quality
15 24 (13.41%) Validation
15 24 (13.41%) Oracle
16 22 (12.29%) MS Excel
17 20 (11.17%) Data Management
17 20 (11.17%) User Acceptance Testing
18 18 (10.06%) Relational Database
19 17 (9.50%) Degree
19 17 (9.50%) Stakeholder Management
19 17 (9.50%) Microsoft
20 15 (8.38%) ERP
20 15 (8.38%) Oracle Database
21 14 (7.82%) Master Data Management
21 14 (7.82%) Data Integration
21 14 (7.82%) T-SQL
22 13 (7.26%) Salesforce.com
22 13 (7.26%) Project Management

Data Cleansing
Top Related IT Skills in London by Category

For the 6 months to 29 August 2014, IT contractor jobs across the 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 8 (4.47%) SAS
2 2 (1.12%) NetWeaver
2 2 (1.12%) WebLogic
3 1 (0.56%) SharePoint
3 1 (0.56%) BizTalk Server
3 1 (0.56%) Lync
Applications
1 22 (12.29%) MS Excel
2 5 (2.79%) Spreadsheet
3 4 (2.23%) MS Visio
4 2 (1.12%) MS Project
4 2 (1.12%) MS Office
5 1 (0.56%) MS PowerPoint
Business Applications
1 11 (6.15%) Dynamics CRM
2 5 (2.79%) SAP SD
2 5 (2.79%) SAP PP
3 4 (2.23%) SAP HR
3 4 (2.23%) SAP FI
3 4 (2.23%) SAP FI/CO
3 4 (2.23%) Agresso
3 4 (2.23%) SAP CO
4 3 (1.68%) Siebel Analytics
4 3 (1.68%) Oracle CRM
5 2 (1.12%) SAP BPC
5 2 (1.12%) Workday HCM
5 2 (1.12%) SAP PM
6 1 (0.56%) SalesLogix
6 1 (0.56%) Cognos TM1
6 1 (0.56%) Cognos Business Intelligence
6 1 (0.56%) Dynamics NAV
6 1 (0.56%) SAP MDM
6 1 (0.56%) Oracle ERP
6 1 (0.56%) SAP Payroll
Cloud Services
1 5 (2.79%) Cloud Computing
1 5 (2.79%) SaaS
1 5 (2.79%) Force.com
Communications & Networking
1 2 (1.12%) DWDM
1 2 (1.12%) SDH
2 1 (0.56%) Intranet
2 1 (0.56%) MVNO
Database & Business Intelligence
1 34 (18.99%) Data Warehouse
2 30 (16.76%) SQL Server
3 18 (10.06%) Relational Database
4 15 (8.38%) Oracle Database
5 13 (7.26%) SQL Server Integration Services
6 12 (6.70%) SQL Server 2008
7 11 (6.15%) Oracle Database 11g
8 10 (5.59%) Big Data
9 9 (5.03%) Data Mining
10 8 (4.47%) Oracle ODI
10 8 (4.47%) OLTP
10 8 (4.47%) SQL Server Reporting Services
11 7 (3.91%) Oracle BI EE
12 6 (3.35%) SQL Server 2005
13 5 (2.79%) SQL Server Analysis Services
13 5 (2.79%) Hadoop
13 5 (2.79%) SQL Server 2012
14 4 (2.23%) DataStage
14 4 (2.23%) Crystal Reports
14 4 (2.23%) OLAP
Development Applications
1 5 (2.79%) Jenkins
2 4 (2.23%) Git (software)
3 2 (1.12%) LSMW
4 1 (0.56%) JUnit
4 1 (0.56%) QuickTest Pro
4 1 (0.56%) JMeter
4 1 (0.56%) ERwin
4 1 (0.56%) Cucumber
4 1 (0.56%) Talend Open Studio
General
1 49 (27.37%) Finance
2 12 (6.70%) Retail
3 11 (6.15%) Marketing
4 10 (5.59%) Banking
5 6 (3.35%) Local Government
6 4 (2.23%) Retail Banking
6 4 (2.23%) Billing
7 3 (1.68%) Games
7 3 (1.68%) Legal
7 3 (1.68%) Advertising
7 3 (1.68%) Publishing
7 3 (1.68%) Telecoms
7 3 (1.68%) Pharmaceutical
8 2 (1.12%) Back Office
9 1 (0.56%) Manufacturing
Job Titles
1 63 (35.20%) Analyst
2 38 (21.23%) Data Analyst
3 29 (16.20%) Developer
4 25 (13.97%) Consultant
5 20 (11.17%) Business Analyst
6 16 (8.94%) Project Manager
7 15 (8.38%) Data Consultant
8 13 (7.26%) SAP Analyst
9 12 (6.70%) SAP Data Analyst
10 10 (5.59%) SAP Functional Analyst
10 10 (5.59%) Functional Analyst
10 10 (5.59%) Business Intelligence Developer
11 9 (5.03%) SAP Consultant
11 9 (5.03%) Data Manager
11 9 (5.03%) Architect
12 7 (3.91%) Data Architect
12 7 (3.91%) SAP Data Consultant
13 6 (3.35%) Data Migration Manager
13 6 (3.35%) Senior Analyst
14 5 (2.79%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (4.47%) .NET
2 6 (3.35%) XML
3 5 (2.79%) XSD
3 5 (2.79%) XSLT
3 5 (2.79%) Mason
3 5 (2.79%) Visualforce
4 4 (2.23%) XSL
4 4 (2.23%) MDX
5 2 (1.12%) SAP XI
5 2 (1.12%) Web Services
6 1 (0.56%) .NET Framework
6 1 (0.56%) ASP.NET
6 1 (0.56%) SOAP
6 1 (0.56%) Middleware
6 1 (0.56%) AngularJS
6 1 (0.56%) REST
Miscellaneous
1 14 (7.82%) Data Integration
2 11 (6.15%) Data Conversion
3 10 (5.59%) Computer Science
4 9 (5.03%) Management Information System
5 5 (2.79%) NHS
5 5 (2.79%) FMCG
6 3 (1.68%) Mathematics
6 3 (1.68%) Data Protection Act
6 3 (1.68%) Data Extraction
7 2 (1.12%) Reference Data
7 2 (1.12%) Credit Risk
8 1 (0.56%) Freedom of Information
8 1 (0.56%) Statistics
8 1 (0.56%) Market Risk
8 1 (0.56%) SWIFT
Operating Systems
1 5 (2.79%) Linux
2 4 (2.23%) UNIX
3 1 (0.56%) Windows
3 1 (0.56%) Windows 7
Processes & Methodologies
1 115 (64.25%) Migration
2 99 (55.31%) Data Migration
3 44 (24.58%) Data Analysis
4 41 (22.91%) Data Mapping
5 40 (22.35%) ETL
6 37 (20.67%) CRM
7 36 (20.11%) Data Modelling
8 31 (17.32%) Business Intelligence
9 24 (13.41%) Validation
10 20 (11.17%) Data Management
10 20 (11.17%) User Acceptance Testing
11 17 (9.50%) Stakeholder Management
12 15 (8.38%) ERP
13 14 (7.82%) Master Data Management
14 13 (7.26%) Project Management
15 12 (6.70%) Data Architecture
15 12 (6.70%) Data Validation
15 12 (6.70%) Agile Software Development
16 11 (6.15%) Analytics
16 11 (6.15%) Data Reconciliation
Programming Languages
1 53 (29.61%) SQL
2 14 (7.82%) T-SQL
3 11 (6.15%) Java
4 10 (5.59%) PL/SQL
5 8 (4.47%) Shell Script
6 7 (3.91%) VBA
7 5 (2.79%) Scala
7 5 (2.79%) Apex Code
8 3 (1.68%) ABAP
9 2 (1.12%) C
10 1 (0.56%) C++
10 1 (0.56%) VB.NET
Qualifications
1 17 (9.50%) Degree
2 3 (1.68%) PRINCE2 Certification
3 2 (1.12%) SC Cleared
3 2 (1.12%) Security Cleared
4 1 (0.56%) ISTQB
4 1 (0.56%) PMP
4 1 (0.56%) PMI Certification
4 1 (0.56%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 29 (16.20%) Data Quality
2 11 (6.15%) QA
3 1 (0.56%) GxP
3 1 (0.56%) SLA
Systems Management
1 4 (2.23%) HP Quality Center
2 1 (0.56%) WMI
2 1 (0.56%) SCCM
Vendors
1 48 (26.82%) SAP
2 24 (13.41%) Oracle
3 17 (9.50%) Microsoft
4 13 (7.26%) Salesforce.com
5 9 (5.03%) DataFlux
6 7 (3.91%) Business Objects
6 7 (3.91%) Informatica
7 6 (3.35%) IBM
8 5 (2.79%) Teradata
8 5 (2.79%) Siebel
8 5 (2.79%) Tableau
9 3 (1.68%) Northgate
10 2 (1.12%) Ab Initio
10 2 (1.12%) Trillium
10 2 (1.12%) PeopleSoft
10 2 (1.12%) Sybase
11 1 (0.56%) Cognos
11 1 (0.56%) Citrix
11 1 (0.56%) Metastorm
11 1 (0.56%) Datanomic
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