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 26 November 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
26 Nov 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 312 320 316
Rank change year-on-year
+8 -4
Contract jobs citing Data Cleansing 106 106 80
As % of all contract IT jobs located in London 0.45% 0.43% 0.35%
As % of the Processes & Methodologies category 0.59% 0.55% 0.47%
Number of daily rates quoted 73 59 45
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£425 £375 £340
Average daily rate % change year-on-year
+13.33% +10.29%
90% offered a daily rate of more than £250 £240 £225
10% offered a daily rate of more than £520 £592 £500
UK excluding London average daily rate £364 £325 £356
% change year-on-year
+12.00% -8.77%
Number of hourly rates quoted 2 0 1
Average hourly rate £60.50 - £7.00
UK excluding London average hourly rate £10.50 £17.50 £14.00
% change year-on-year
-40.00% +25.00%
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
18116 19252 17120
As % of all contract IT jobs located in London 77.33% 77.66% 75.67%
Number of daily rates quoted 13360 13477 11722
Average daily rate £450 £450 £450
90% offered a daily rate of more than £300 £300 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £385 £363 £368
% change year-on-year
+6.20% -1.36%
Number of hourly rates quoted 242 243 308
Average hourly rate £22.25 £22.00 £29.00
Average hourly rate % change year-on-year
+1.13% -24.13%
90% offered a hourly rate of more than £11.00 £12.50 £13.50
10% offered a hourly rate of more than £53.50 £57.50 £51.50
UK excluding London average hourly rate £25.00 £27.50 £29.50
% change year-on-year
-9.09% -6.77%

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 26 November 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
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing across the London region over the 3 months to 26 November 2014.

Data Cleansing Hourly Rate Histogram 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 26 November 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 +36 27 £438 - 9
Docklands, London - - - -
Bromley - - - -
Edgware - - - -
Kingston Upon Thames - - - -
Twickenham - - - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 26 November 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.

1 141 (67.46%) Migration
2 109 (52.15%) Data Migration
3 58 (27.75%) Finance
3 58 (27.75%) SQL
3 58 (27.75%) CRM
4 49 (23.44%) SAP
5 42 (20.10%) Data Mapping
6 36 (17.22%) ETL
7 35 (16.75%) Data Modelling
8 33 (15.79%) SQL Server
8 33 (15.79%) Data Analysis
9 32 (15.31%) Data Management
10 31 (14.83%) Oracle
11 29 (13.88%) Data Warehouse
12 27 (12.92%) MS Excel
12 27 (12.92%) Validation
12 27 (12.92%) Analytics
13 25 (11.96%) Business Intelligence
14 24 (11.48%) Project Management
15 22 (10.53%) Microsoft
15 22 (10.53%) User Acceptance Testing
15 22 (10.53%) Data Quality
15 22 (10.53%) Analytical Skills
16 21 (10.05%) Master Data Management
17 19 (9.09%) Dynamics CRM
18 17 (8.13%) PL/SQL
18 17 (8.13%) Data Conversion
18 17 (8.13%) Data Validation
19 16 (7.66%) Data Integration
19 16 (7.66%) SQL Server Integration Services

Data Cleansing
Top Related IT Skills in London by Category

For the 6 months to 26 November 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 7 (3.35%) SAS
2 5 (2.39%) Apache Spark
3 2 (0.96%) WebLogic
3 2 (0.96%) SAP Portal
4 1 (0.48%) IIS
Applications
1 27 (12.92%) MS Excel
2 7 (3.35%) MS Office
3 5 (2.39%) MS Visio
4 4 (1.91%) Spreadsheet
5 2 (0.96%) MS PowerPoint
5 2 (0.96%) MS Project
Business Applications
1 19 (9.09%) Dynamics CRM
2 5 (2.39%) SAP MM
2 5 (2.39%) SAP SD
2 5 (2.39%) Cognos Business Intelligence
2 5 (2.39%) Cognos TM1
3 4 (1.91%) SAP CO
3 4 (1.91%) SAP FI/CO
3 4 (1.91%) SAP HR
3 4 (1.91%) SAP FI
3 4 (1.91%) Oracle EBS R12
4 3 (1.44%) SAP PP
4 3 (1.44%) Oracle CRM
4 3 (1.44%) Siebel Analytics
5 2 (0.96%) SAP MDM
5 2 (0.96%) Oracle ERP
5 2 (0.96%) Markit EDM
5 2 (0.96%) Workday HCM
6 1 (0.48%) Oracle Payables
6 1 (0.48%) Oracle Procure-to-Pay
6 1 (0.48%) Cerner Millennium
Cloud Services
1 5 (2.39%) SaaS
2 4 (1.91%) Force.com
2 4 (1.91%) Cloud Computing
Communications & Networking
1 1 (0.48%) MVNO
Database & Business Intelligence
1 33 (15.79%) SQL Server
2 29 (13.88%) Data Warehouse
3 16 (7.66%) SQL Server Integration Services
4 15 (7.18%) Oracle Database
5 10 (4.78%) Oracle Database 11g
5 10 (4.78%) Oracle BI EE
5 10 (4.78%) Oracle ODI
6 7 (3.35%) Big Data
6 7 (3.35%) Relational Database
7 6 (2.87%) SQL Server Reporting Services
7 6 (2.87%) Hadoop
8 5 (2.39%) Data Mining
9 4 (1.91%) MS Access
9 4 (1.91%) DataStage
10 3 (1.44%) SAP Data Services
10 3 (1.44%) OLTP
10 3 (1.44%) Data Mart
11 2 (0.96%) Oracle Reports
11 2 (0.96%) IBM InfoSphere
12 1 (0.48%) Oracle Exadata
Development Applications
1 7 (3.35%) JMeter
2 6 (2.87%) QuickTest Pro
3 4 (1.91%) LSMW
4 3 (1.44%) Jenkins
5 2 (0.96%) Git (software)
6 1 (0.48%) Talend Open Studio
6 1 (0.48%) Cucumber
6 1 (0.48%) PowerDesigner
6 1 (0.48%) ERwin
6 1 (0.48%) Oracle Forms
6 1 (0.48%) JUnit
6 1 (0.48%) Oracle APEX
General
1 58 (27.75%) Finance
2 11 (5.26%) Legal
3 10 (4.78%) Banking
3 10 (4.78%) Marketing
4 8 (3.83%) Retail
5 6 (2.87%) Local Government
5 6 (2.87%) Pharmaceutical
6 5 (2.39%) Telecoms
7 4 (1.91%) Law
8 3 (1.44%) Publishing
8 3 (1.44%) Games
8 3 (1.44%) Back Office
9 2 (0.96%) Billing
10 1 (0.48%) Manufacturing
10 1 (0.48%) Advertising
10 1 (0.48%) Investment Banking
Job Titles
1 79 (37.80%) Analyst
2 44 (21.05%) Data Analyst
3 27 (12.92%) Consultant
4 26 (12.44%) Developer
5 23 (11.00%) Business Analyst
6 18 (8.61%) Project Manager
7 14 (6.70%) Data Consultant
7 14 (6.70%) Senior Analyst
8 13 (6.22%) SAP Consultant
9 11 (5.26%) Data Manager
10 10 (4.78%) Administrator
11 9 (4.31%) SAP Data Consultant
11 9 (4.31%) Test Analyst
11 9 (4.31%) Functional Consultant
12 8 (3.83%) Senior Data Analyst
12 8 (3.83%) Functional Analyst
12 8 (3.83%) SAP Functional Consultant
12 8 (3.83%) Architect
12 8 (3.83%) SAP Data Analyst
12 8 (3.83%) SAP Analyst
Libraries, Frameworks & Software Standards
1 6 (2.87%) .NET
2 4 (1.91%) Visualforce
2 4 (1.91%) Mason
3 3 (1.44%) XML
3 3 (1.44%) XSD
4 2 (0.96%) SAP XI
4 2 (0.96%) XSL
4 2 (0.96%) XSLT
5 1 (0.48%) REST
5 1 (0.48%) AngularJS
5 1 (0.48%) CSS
5 1 (0.48%) SOAP
5 1 (0.48%) Web Services
5 1 (0.48%) HTML
5 1 (0.48%) Ajax
Miscellaneous
1 22 (10.53%) Analytical Skills
2 17 (8.13%) Data Conversion
3 16 (7.66%) Data Integration
4 12 (5.74%) Management Information System
5 8 (3.83%) Computer Science
6 5 (2.39%) Data Extraction
7 4 (1.91%) Data Protection Act
7 4 (1.91%) NHS
7 4 (1.91%) Data Structures
8 3 (1.44%) FMCG
8 3 (1.44%) Foreign Exchange (FX)
9 2 (0.96%) Equities
9 2 (0.96%) Mathematics
9 2 (0.96%) Contract for Difference
9 2 (0.96%) Reference Data
10 1 (0.48%) Algorithms
10 1 (0.48%) Social Media
10 1 (0.48%) SWIFT
10 1 (0.48%) Credit Risk
10 1 (0.48%) Market Risk
Operating Systems
1 5 (2.39%) UNIX
2 4 (1.91%) Linux
3 3 (1.44%) Windows
4 1 (0.48%) Windows Server 2008
4 1 (0.48%) Windows 7
Processes & Methodologies
1 141 (67.46%) Migration
2 109 (52.15%) Data Migration
3 58 (27.75%) CRM
4 42 (20.10%) Data Mapping
5 36 (17.22%) ETL
6 35 (16.75%) Data Modelling
7 33 (15.79%) Data Analysis
8 32 (15.31%) Data Management
9 27 (12.92%) Validation
9 27 (12.92%) Analytics
10 25 (11.96%) Business Intelligence
11 24 (11.48%) Project Management
12 22 (10.53%) User Acceptance Testing
13 21 (10.05%) Master Data Management
14 17 (8.13%) Data Validation
15 14 (6.70%) ERP
16 13 (6.22%) Data Architecture
17 12 (5.74%) Investment Management
17 12 (5.74%) Stakeholder Management
18 11 (5.26%) Agile Software Development
Programming Languages
1 58 (27.75%) SQL
2 17 (8.13%) PL/SQL
3 11 (5.26%) VBA
4 9 (4.31%) Java
5 6 (2.87%) Shell Script
6 5 (2.39%) Scala
6 5 (2.39%) VB
7 4 (1.91%) Apex Code
8 3 (1.44%) T-SQL
9 2 (0.96%) C
10 1 (0.48%) SQR
10 1 (0.48%) JavaScript
10 1 (0.48%) Perl
10 1 (0.48%) ABAP
Qualifications
1 13 (6.22%) Degree
2 10 (4.78%) ISTQB
3 8 (3.83%) ISTQB Advanced Certification
4 3 (1.44%) Security Cleared
4 3 (1.44%) PRINCE2 Certification
5 2 (0.96%) DV Cleared
6 1 (0.48%) SC Cleared
Quality Assurance & Compliance
1 22 (10.53%) Data Quality
2 10 (4.78%) QA
3 1 (0.48%) GAAP
3 1 (0.48%) GxP
System Software
1 1 (0.48%) Oracle RAC
Systems Management
1 3 (1.44%) HP Quality Center
2 1 (0.48%) Oracle EDQ
2 1 (0.48%) SCCM
2 1 (0.48%) WMI
Vendors
1 49 (23.44%) SAP
2 31 (14.83%) Oracle
3 22 (10.53%) Microsoft
4 14 (6.70%) Salesforce.com
5 11 (5.26%) Informatica
6 8 (3.83%) IBM
7 7 (3.35%) Cognos
8 6 (2.87%) Business Objects
9 5 (2.39%) Siebel
9 5 (2.39%) PeopleSoft
10 4 (1.91%) Teradata
10 4 (1.91%) DataFlux
10 4 (1.91%) Metastorm
11 3 (1.44%) Hyperion
12 2 (0.96%) Northgate
12 2 (0.96%) Sun
12 2 (0.96%) Ab Initio
13 1 (0.48%) Talend
13 1 (0.48%) Marketo
13 1 (0.48%) Datanomic
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