The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 21 October 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
21 Oct 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 411 396 430
Rank change year-on-year
-15 +34
Contract jobs citing Data Cleansing 194 179 138
As % of all contract IT jobs located in England 0.37% 0.37% 0.27%
As % of the Processes & Methodologies category 0.49% 0.50% 0.37%
Number of daily rates quoted 119 99 68
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£420 £370 £400
Average daily rate % change year-on-year
+13.51% -7.50%
90% offered a daily rate of more than £222 £219 £195
10% offered a daily rate of more than £575 £575 £594
UK excluding London average daily rate £350 £325 £325
% change year-on-year
+7.69% -
Number of hourly rates quoted 7 5 4
Average hourly rate £10.50 £13.31 £29.50
Average hourly rate % change year-on-year
-21.11% -54.88%
UK excluding London average hourly rate £10.50 £13.31 £14.00
% change year-on-year
-21.11% -4.92%
Data Cleansing
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
39260 35774 37216
As % of all contract IT jobs located in England 73.92% 74.53% 72.59%
Number of daily rates quoted 25511 22670 22103
Average daily rate £424 £403 £400
Average daily rate % change year-on-year
+5.34% +0.62%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £588 £575 £575
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 1122 1033 1389
Average hourly rate £24.00 £27.50 £30.00
Average hourly rate % change year-on-year
-12.72% -8.33%
90% offered a hourly rate of more than £12.00 £12.75 £12.50
10% offered a hourly rate of more than £50.00 £45.00 £47.50
UK excluding London average hourly rate £25.00 £29.00 £27.50
% change year-on-year
-13.79% +5.45%

Data Cleansing
Jobs Demand Trend in England

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

Data Cleansing Jobs Demand Trend in England

Data Cleansing
Daily Rate Trend in England

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

Data Cleansing Daily Rate Trend in England

Data Cleansing
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the England region over the 3 months to 21 October 2014.

Data Cleansing Daily Rate Histogram in England

Data Cleansing
Hourly Rate Trend in England

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

Data Cleansing Hourly Rate Trend in England

Data Cleansing
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing across the England region over the 3 months to 21 October 2014.

Data Cleansing Hourly Rate Histogram in England

Data Cleansing
Contract Job Locations in England

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 England region over the 3 months to 21 October 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
London -19 100 £450 +18.03% 19
South East -21 28 £350 -17.64% 4
North West +3 21 £350 - 7
East of England -12 17 £400 +77.77% 3
South West -30 11 £350 -10.08% 6
Yorkshire -6 5 £340 +10.56% 2
West Midlands -15 4 £200 -29.82% 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 21 October 2014, IT contractor jobs across the England 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.

1 224 (61.04%) Migration
2 197 (53.68%) Data Migration
3 134 (36.51%) SQL
4 99 (26.98%) Finance
5 90 (24.52%) Data Analysis
5 90 (24.52%) SQL Server
6 79 (21.53%) ETL
7 74 (20.16%) SAP
8 73 (19.89%) Oracle
9 68 (18.53%) Data Mapping
10 64 (17.44%) MS Excel
10 64 (17.44%) CRM
11 63 (17.17%) Data Warehouse
12 56 (15.26%) Data Modelling
13 53 (14.44%) Microsoft
14 48 (13.08%) Business Intelligence
15 44 (11.99%) PL/SQL
15 44 (11.99%) Data Management
16 43 (11.72%) User Acceptance Testing
16 43 (11.72%) Analytical Skills
17 41 (11.17%) Validation
18 38 (10.35%) Data Quality
19 33 (8.99%) Project Management
20 32 (8.72%) SQL Server Integration Services
21 29 (7.90%) Data Architecture
22 28 (7.63%) SQL Server 2008
23 26 (7.08%) Analytics
23 26 (7.08%) Oracle Database
23 26 (7.08%) ERP
23 26 (7.08%) Agile Software Development

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 21 October 2014, IT contractor jobs across the England 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 (1.91%) SAS
2 6 (1.63%) SharePoint
3 5 (1.36%) Apache Spark
4 2 (0.54%) WebLogic
5 1 (0.27%) IIS
Applications
1 64 (17.44%) MS Excel
2 10 (2.72%) MS PowerPoint
3 8 (2.18%) Spreadsheet
4 7 (1.91%) MS Office
5 6 (1.63%) MS Visio
6 2 (0.54%) MS Project
Business Applications
1 23 (6.27%) Dynamics CRM
2 16 (4.36%) Oracle EBS R12
3 12 (3.27%) Oracle EBS
4 8 (2.18%) Oracle Payables
5 7 (1.91%) Oracle Applications
5 7 (1.91%) Oracle 11i
6 6 (1.63%) SAP SD
6 6 (1.63%) Oracle General Ledger
7 5 (1.36%) Cognos Business Intelligence
7 5 (1.36%) Cognos TM1
7 5 (1.36%) SAP FI
7 5 (1.36%) SAP HR
7 5 (1.36%) Oracle Receivables
7 5 (1.36%) Oracle Assets
8 4 (1.09%) Agresso
8 4 (1.09%) SAP PP
8 4 (1.09%) Dynamics NAV
9 3 (0.82%) Siebel Analytics
9 3 (0.82%) SAP PM
9 3 (0.82%) SAP R/3
Cloud Services
1 6 (1.63%) SaaS
2 5 (1.36%) Cloud Computing
2 5 (1.36%) Force.com
Communications & Networking
1 3 (0.82%) MVNO
2 1 (0.27%) Internet
2 1 (0.27%) RTP
Database & Business Intelligence
1 90 (24.52%) SQL Server
2 63 (17.17%) Data Warehouse
3 32 (8.72%) SQL Server Integration Services
4 28 (7.63%) SQL Server 2008
5 26 (7.08%) Oracle Database
6 21 (5.72%) MS Access
7 13 (3.54%) Relational Database
8 12 (3.27%) Data Mining
8 12 (3.27%) Big Data
8 12 (3.27%) Oracle Database 11g
9 11 (3.00%) Oracle BI EE
9 11 (3.00%) Oracle ODI
9 11 (3.00%) SQL Server Reporting Services
10 10 (2.72%) DataStage
11 9 (2.45%) Oracle Reports
12 8 (2.18%) DB2
12 8 (2.18%) SQL Server 2005
12 8 (2.18%) Hadoop
13 7 (1.91%) SAP Data Services
14 5 (1.36%) SQL Server 2012
Development Applications
1 13 (3.54%) Toad
2 8 (2.18%) Talend Open Studio
3 7 (1.91%) JMeter
3 7 (1.91%) LSMW
4 6 (1.63%) QuickTest Pro
5 4 (1.09%) Visual Studio
6 3 (0.82%) Jenkins
7 2 (0.54%) Git (software)
7 2 (0.54%) ERwin
8 1 (0.27%) JUnit
8 1 (0.27%) Eclipse
8 1 (0.27%) PowerDesigner
8 1 (0.27%) Cucumber
General
1 99 (26.98%) Finance
2 21 (5.72%) Marketing
3 11 (3.00%) Legal
3 11 (3.00%) Banking
4 10 (2.72%) Retail
5 8 (2.18%) Telecoms
5 8 (2.18%) Manufacturing
6 6 (1.63%) Local Government
7 5 (1.36%) General Ledger
7 5 (1.36%) Pharmaceutical
8 4 (1.09%) Back Office
8 4 (1.09%) Publishing
8 4 (1.09%) Billing
9 3 (0.82%) Games
10 2 (0.54%) Law
10 2 (0.54%) Retail Banking
11 1 (0.27%) Investment Banking
11 1 (0.27%) Electronics
11 1 (0.27%) Advertising
Job Titles
1 152 (41.42%) Analyst
2 87 (23.71%) Data Analyst
3 63 (17.17%) Developer
4 46 (12.53%) Business Analyst
5 44 (11.99%) Consultant
6 24 (6.54%) Data Consultant
7 23 (6.27%) Project Manager
8 18 (4.90%) Data Manager
9 16 (4.36%) Senior Analyst
10 14 (3.81%) Data Migration Manager
11 13 (3.54%) SAP Consultant
11 13 (3.54%) Architect
12 11 (3.00%) Team Leader
12 11 (3.00%) SAP Data Consultant
13 10 (2.72%) SAP Analyst
13 10 (2.72%) Senior Data Analyst
13 10 (2.72%) ETL Developer
14 9 (2.45%) SAP Data Analyst
14 9 (2.45%) Business Intelligence Developer
14 9 (2.45%) Data Architect
Libraries, Frameworks & Software Standards
1 13 (3.54%) .NET
2 9 (2.45%) XML
3 8 (2.18%) HTML
4 5 (1.36%) Mason
4 5 (1.36%) Visualforce
5 3 (0.82%) XSD
6 2 (0.54%) XSL
6 2 (0.54%) XSLT
6 2 (0.54%) JMS
6 2 (0.54%) J2EE
6 2 (0.54%) SOAP
6 2 (0.54%) REST
6 2 (0.54%) BAPI
6 2 (0.54%) JSON
6 2 (0.54%) MDX
6 2 (0.54%) jQuery
7 1 (0.27%) Regular Expression
7 1 (0.27%) AngularJS
7 1 (0.27%) Web Services
7 1 (0.27%) CSS
Miscellaneous
1 43 (11.72%) Analytical Skills
2 24 (6.54%) Data Extraction
3 22 (5.99%) Data Conversion
4 20 (5.45%) Management Information System
5 19 (5.18%) Data Integration
6 13 (3.54%) Data Structures
7 12 (3.27%) NHS
8 9 (2.45%) Computer Science
9 3 (0.82%) Mathematics
9 3 (0.82%) FMCG
9 3 (0.82%) Data Protection Act
10 2 (0.54%) GIS
10 2 (0.54%) Reference Data
10 2 (0.54%) SWIFT
11 1 (0.27%) Health Informatics
11 1 (0.27%) Credit Risk
11 1 (0.27%) Market Risk
11 1 (0.27%) Social Media
11 1 (0.27%) Informatics
11 1 (0.27%) DTV
Operating Systems
1 13 (3.54%) UNIX
2 3 (0.82%) Linux
3 2 (0.54%) Windows
4 1 (0.27%) Windows Server 2008
4 1 (0.27%) Windows 7
Processes & Methodologies
1 224 (61.04%) Migration
2 197 (53.68%) Data Migration
3 90 (24.52%) Data Analysis
4 79 (21.53%) ETL
5 68 (18.53%) Data Mapping
6 64 (17.44%) CRM
7 56 (15.26%) Data Modelling
8 48 (13.08%) Business Intelligence
9 44 (11.99%) Data Management
10 43 (11.72%) User Acceptance Testing
11 41 (11.17%) Validation
12 33 (8.99%) Project Management
13 29 (7.90%) Data Architecture
14 26 (7.08%) Analytics
14 26 (7.08%) Agile Software Development
14 26 (7.08%) ERP
15 25 (6.81%) Stakeholder Management
16 24 (6.54%) Master Data Management
17 16 (4.36%) Data Governance
17 16 (4.36%) Change Management
Programming Languages
1 134 (36.51%) SQL
2 44 (11.99%) PL/SQL
3 16 (4.36%) T-SQL
4 15 (4.09%) VBA
5 11 (3.00%) Java
6 6 (1.63%) C
6 6 (1.63%) ABAP
6 6 (1.63%) Shell Script
7 5 (1.36%) Scala
7 5 (1.36%) Apex Code
7 5 (1.36%) VB
8 2 (0.54%) C#
8 2 (0.54%) JavaScript
8 2 (0.54%) PowerShell
9 1 (0.27%) SQR
9 1 (0.27%) C++
Qualifications
1 18 (4.90%) Degree
2 15 (4.09%) Security Cleared
3 10 (2.72%) ISTQB
4 9 (2.45%) SC Cleared
5 8 (2.18%) ISTQB Advanced Certification
6 3 (0.82%) PRINCE2 Certification
7 1 (0.27%) ITIL Certification
7 1 (0.27%) HND
7 1 (0.27%) ISEB
7 1 (0.27%) DV Cleared
Quality Assurance & Compliance
1 38 (10.35%) Data Quality
2 22 (5.99%) QA
3 2 (0.54%) PCI DSS
3 2 (0.54%) GxP
3 2 (0.54%) SLA
4 1 (0.27%) Sarbanes-Oxley
4 1 (0.27%) GAAP
4 1 (0.27%) HL7
System Software
1 1 (0.27%) Oracle RAC
Systems Management
1 5 (1.36%) Control-M
2 3 (0.82%) HP Quality Center
3 1 (0.27%) Oracle EDQ
3 1 (0.27%) WMI
3 1 (0.27%) SCCM
Vendors
1 74 (20.16%) SAP
2 73 (19.89%) Oracle
3 53 (14.44%) Microsoft
4 21 (5.72%) Salesforce.com
5 16 (4.36%) Informatica
6 14 (3.81%) IBM
7 10 (2.72%) Business Objects
7 10 (2.72%) Northgate
8 9 (2.45%) Cognos
9 8 (2.18%) Talend
10 6 (1.63%) Sage
11 5 (1.36%) Siebel
11 5 (1.36%) PeopleSoft
11 5 (1.36%) Teradata
11 5 (1.36%) DataFlux
12 4 (1.09%) Metastorm
12 4 (1.09%) Marketo
13 3 (0.82%) Pardot
13 3 (0.82%) Eloqua
13 3 (0.82%) Ab Initio
Halifax, West Yorkshire
Hydrogen Group
Rate: £450.00 per day
Posted: 3 hours ago
Swindon, Wiltshire
HAYS INFORMATION TECHNOLOGY
Rate: £275.00 - £300.00 per day + Negotiable
Posted: 3 hours ago
London
ARC IT Recruitment Ltd
Rate: £250 Per Day
Posted: 3 hours ago
Manchester, Lancashire
Lorien Resourcing
Rate: £300 - £400 per day
Posted: Yesterday
Manchester, Lancashire
Experis Ltd
Posted: 4 days ago
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Volt
Rate: £25000.00 - £30000.00 per annum
Posted: 4 days ago
West London
Lorien Resourcing
Posted: 4 days ago
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Rate: £25k - 30k per year + Benefits
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City, London
Eames Consulting
Posted: 6 days ago
London
Progressive Recruitment
Rate: competitive
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Rate: competitive
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London
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Rate: competitive
Posted: 6 days ago
Somerset
Opus Recruitment Solutions Ltd
Rate: Competitive
Posted: 12 days ago
Essex
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Rate: competitive
Posted: 13 days ago
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Chippenham
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Rate: £375 - £400 per day
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Rate: £500.00 - £600.00 per annum
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