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 20 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
20 Aug 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 399 391 409
Rank change year-on-year
-8 +18
Contract jobs citing Data Cleansing 183 162 151
As % of all contract IT jobs located in England 0.37% 0.33% 0.28%
As % of the Processes & Methodologies category 0.49% 0.45% 0.39%
Number of daily rates quoted 105 104 96
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£375 £350 £410
Average daily rate % change year-on-year
+7.14% -14.63%
90% offered a daily rate of more than £225 £252 £198
10% offered a daily rate of more than £523 £525 £650
UK excluding London average daily rate £339 £309 £388
% change year-on-year
+9.71% -20.32%
Number of hourly rates quoted 4 3 8
Average hourly rate £16.44 £12.00 £39.25
Average hourly rate % change year-on-year
+37.02% -69.42%
90% offered a hourly rate of more than £14.77 £12.00 £12.98
10% offered a hourly rate of more than £52.15 £12.00 £45.00
UK excluding London average hourly rate £16.44 £12.00 £37.50
% change year-on-year
+37.02% -68.00%
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
37309 35800 38541
As % of all contract IT jobs located in England 74.52% 73.75% 71.42%
Number of daily rates quoted 23546 22412 22771
Average daily rate £413 £405 £400
Average daily rate % change year-on-year
+1.85% +1.25%
90% offered a daily rate of more than £275 £273 £265
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 1058 970 1387
Average hourly rate £22.50 £28.00 £32.50
Average hourly rate % change year-on-year
-19.64% -13.84%
90% offered a hourly rate of more than £12.50 £12.75 £13.69
10% offered a hourly rate of more than £45.00 £47.50 £46.00
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 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 20 August 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 20 August 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 20 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
London +27 99 £413 +10.00% 16
South East -6 24 £261 -27.98% 4
North West 0 17 £356 +9.61% 5
East of England -1 17 £401 +60.50% 4
South West -26 11 £450 +50.00% 6
Yorkshire -14 7 £353 +14.63% 1
East Midlands +13 4 - - 1
West Midlands -10 4 £275 -25.67% 1
North East - - - -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 20 August 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.

1 239 (62.24%) Migration
2 216 (56.25%) Data Migration
3 128 (33.33%) SQL
4 116 (30.21%) Finance
5 108 (28.13%) Data Analysis
6 88 (22.92%) Oracle
6 88 (22.92%) SQL Server
7 84 (21.88%) ETL
8 81 (21.09%) SAP
8 81 (21.09%) Data Mapping
9 67 (17.45%) Data Modelling
10 63 (16.41%) Data Warehouse
11 59 (15.36%) Validation
12 57 (14.84%) MS Excel
12 57 (14.84%) Business Intelligence
13 54 (14.06%) Data Management
14 52 (13.54%) Microsoft
15 51 (13.28%) Data Quality
16 47 (12.24%) CRM
17 37 (9.64%) Master Data Management
17 37 (9.64%) Oracle Database
17 37 (9.64%) SQL Server Integration Services
18 34 (8.85%) SQL Server 2008
19 30 (7.81%) PL/SQL
20 29 (7.55%) User Acceptance Testing
20 29 (7.55%) Data Architecture
21 28 (7.29%) T-SQL
22 26 (6.77%) ERP
22 26 (6.77%) Project Management
22 26 (6.77%) Data Validation

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 20 August 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 8 (2.08%) SAS
2 6 (1.56%) SharePoint
3 4 (1.04%) WebLogic
4 2 (0.52%) NetWeaver
5 1 (0.26%) BizTalk Server
5 1 (0.26%) Lync
5 1 (0.26%) IIS
5 1 (0.26%) MS Exchange
Applications
1 57 (14.84%) MS Excel
2 10 (2.60%) Spreadsheet
3 8 (2.08%) MS PowerPoint
4 7 (1.82%) MS Office
5 5 (1.30%) MS Visio
6 2 (0.52%) MS Project
Business Applications
1 25 (6.51%) Oracle EBS R12
2 21 (5.47%) Oracle EBS
3 16 (4.17%) Dynamics CRM
4 14 (3.65%) Oracle Payables
5 11 (2.86%) SAP FI
6 9 (2.34%) Oracle 11i
6 9 (2.34%) Oracle Applications
6 9 (2.34%) Oracle Receivables
7 8 (2.08%) Oracle General Ledger
7 8 (2.08%) SAP CO
7 8 (2.08%) SAP FI/CO
8 7 (1.82%) SAP SD
8 7 (1.82%) Oracle Assets
9 6 (1.56%) SAP HR
10 5 (1.30%) SAP PP
10 5 (1.30%) Agresso
11 4 (1.04%) SAP BPC
12 3 (0.78%) SAP PM
12 3 (0.78%) Dynamics NAV
12 3 (0.78%) SAP MM
Cloud Services
1 5 (1.30%) Cloud Computing
1 5 (1.30%) Force.com
1 5 (1.30%) SaaS
Communications & Networking
1 2 (0.52%) SDH
1 2 (0.52%) DWDM
1 2 (0.52%) MVNO
2 1 (0.26%) RTP
2 1 (0.26%) Intranet
2 1 (0.26%) Internet
Database & Business Intelligence
1 88 (22.92%) SQL Server
2 63 (16.41%) Data Warehouse
3 37 (9.64%) SQL Server Integration Services
3 37 (9.64%) Oracle Database
4 34 (8.85%) SQL Server 2008
5 25 (6.51%) Relational Database
6 23 (5.99%) Oracle Database 11g
6 23 (5.99%) SQL Server Reporting Services
7 21 (5.47%) MS Access
8 17 (4.43%) Data Mining
9 13 (3.39%) Oracle Reports
10 12 (3.13%) Oracle ODI
11 11 (2.86%) SQL Server 2005
11 11 (2.86%) OLTP
11 11 (2.86%) SQL Server Analysis Services
12 10 (2.60%) BusinessObjects XI
12 10 (2.60%) PowerCenter
12 10 (2.60%) Big Data
13 9 (2.34%) BusinessObjects
13 9 (2.34%) Oracle BI EE
Development Applications
1 11 (2.86%) Toad
2 9 (2.34%) LSMW
3 6 (1.56%) Jenkins
4 5 (1.30%) Talend Open Studio
4 5 (1.30%) Git (software)
4 5 (1.30%) Visual Studio
5 1 (0.26%) Oracle Forms
5 1 (0.26%) Eclipse
5 1 (0.26%) ERwin
5 1 (0.26%) Cucumber
5 1 (0.26%) JUnit
General
1 116 (30.21%) Finance
2 19 (4.95%) Banking
3 18 (4.69%) Marketing
4 15 (3.91%) Retail
5 13 (3.39%) Telecoms
6 7 (1.82%) General Ledger
6 7 (1.82%) Manufacturing
7 6 (1.56%) Back Office
7 6 (1.56%) Local Government
7 6 (1.56%) Billing
8 5 (1.30%) Legal
9 4 (1.04%) Publishing
9 4 (1.04%) Retail Banking
10 3 (0.78%) Advertising
10 3 (0.78%) Pharmaceutical
11 2 (0.52%) Games
Job Titles
1 169 (44.01%) Analyst
2 100 (26.04%) Data Analyst
3 56 (14.58%) Business Analyst
4 54 (14.06%) Developer
5 53 (13.80%) Consultant
6 33 (8.59%) Data Consultant
7 19 (4.95%) Architect
7 19 (4.95%) SAP Analyst
8 18 (4.69%) SAP Data Analyst
8 18 (4.69%) Data Manager
8 18 (4.69%) Data Migration Analyst
9 15 (3.91%) Business Intelligence Developer
9 15 (3.91%) Project Manager
9 15 (3.91%) SAP Consultant
10 13 (3.39%) Data Architect
11 12 (3.13%) Functional Analyst
11 12 (3.13%) SAP Data Consultant
11 12 (3.13%) Data Migration Manager
12 11 (2.86%) Data Migration Consultant
12 11 (2.86%) SAP Functional Analyst
Libraries, Frameworks & Software Standards
1 19 (4.95%) XML
2 13 (3.39%) .NET
3 6 (1.56%) XSD
3 6 (1.56%) XSLT
3 6 (1.56%) MDX
4 5 (1.30%) XSL
4 5 (1.30%) Mason
4 5 (1.30%) Visualforce
5 3 (0.78%) HTML
6 2 (0.52%) REST
6 2 (0.52%) SOAP
6 2 (0.52%) Web Services
6 2 (0.52%) J2EE
6 2 (0.52%) jQuery
6 2 (0.52%) JMS
6 2 (0.52%) XML Messaging
6 2 (0.52%) BAPI
6 2 (0.52%) SAP XI
6 2 (0.52%) .NET Framework
6 2 (0.52%) JSON
Miscellaneous
1 21 (5.47%) Management Information System
2 20 (5.21%) Data Integration
3 19 (4.95%) Data Conversion
4 18 (4.69%) Data Extraction
4 18 (4.69%) NHS
5 11 (2.86%) Computer Science
6 8 (2.08%) FMCG
7 6 (1.56%) Mathematics
8 5 (1.30%) Statistics
9 3 (0.78%) Data Protection Act
10 2 (0.52%) SWIFT
10 2 (0.52%) Credit Risk
10 2 (0.52%) Reference Data
11 1 (0.26%) Market Risk
11 1 (0.26%) Life Science
11 1 (0.26%) AS400
11 1 (0.26%) Replication
11 1 (0.26%) E-Learning
11 1 (0.26%) Freedom of Information
Operating Systems
1 6 (1.56%) Linux
2 3 (0.78%) UNIX
2 3 (0.78%) Windows
3 2 (0.52%) Windows 7
4 1 (0.26%) Windows XP
Processes & Methodologies
1 239 (62.24%) Migration
2 216 (56.25%) Data Migration
3 108 (28.13%) Data Analysis
4 84 (21.88%) ETL
5 81 (21.09%) Data Mapping
6 67 (17.45%) Data Modelling
7 59 (15.36%) Validation
8 57 (14.84%) Business Intelligence
9 54 (14.06%) Data Management
10 47 (12.24%) CRM
11 37 (9.64%) Master Data Management
12 29 (7.55%) Data Architecture
12 29 (7.55%) User Acceptance Testing
13 26 (6.77%) ERP
13 26 (6.77%) Project Management
13 26 (6.77%) Data Validation
14 24 (6.25%) Stakeholder Management
15 20 (5.21%) Business Analysis
15 20 (5.21%) Data Reconciliation
16 16 (4.17%) Analytics
Programming Languages
1 128 (33.33%) SQL
2 30 (7.81%) PL/SQL
3 28 (7.29%) T-SQL
4 16 (4.17%) VBA
5 8 (2.08%) Java
6 7 (1.82%) ABAP
7 6 (1.56%) Shell Script
7 6 (1.56%) C
8 5 (1.30%) Apex Code
9 2 (0.52%) PowerShell
9 2 (0.52%) Scala
9 2 (0.52%) C#
9 2 (0.52%) JavaScript
9 2 (0.52%) VB
10 1 (0.26%) VB.NET
10 1 (0.26%) C++
10 1 (0.26%) FoxPro (VFP)
Qualifications
1 24 (6.25%) Degree
2 14 (3.65%) Security Cleared
3 10 (2.60%) SC Cleared
4 3 (0.78%) PRINCE2 Certification
5 1 (0.26%) ITIL Certification
5 1 (0.26%) PMP
5 1 (0.26%) PMI Certification
5 1 (0.26%) HND
5 1 (0.26%) ISEB
Quality Assurance & Compliance
1 51 (13.28%) Data Quality
2 18 (4.69%) QA
3 2 (0.52%) PCI DSS
3 2 (0.52%) GxP
3 2 (0.52%) SLA
4 1 (0.26%) Sarbanes-Oxley
System Software
1 1 (0.26%) Active Directory
Systems Management
1 4 (1.04%) HP Quality Center
2 1 (0.26%) WMI
2 1 (0.26%) SCCM
Vendors
1 88 (22.92%) Oracle
2 81 (21.09%) SAP
3 52 (13.54%) Microsoft
4 24 (6.25%) Business Objects
5 23 (5.99%) Informatica
6 19 (4.95%) Salesforce.com
7 12 (3.13%) IBM
8 9 (2.34%) DataFlux
9 8 (2.08%) Tableau
10 7 (1.82%) Sage
11 6 (1.56%) Teradata
12 5 (1.30%) Talend
13 4 (1.04%) Ab Initio
13 4 (1.04%) Northgate
13 4 (1.04%) VocaLink
13 4 (1.04%) Siebel
14 3 (0.78%) Trillium
14 3 (0.78%) hybris
14 3 (0.78%) Marketo
15 2 (0.52%) TSYS
City, London
Premier Group Recruitment
Rate: £300 - £450 per day
Posted: 8 hours ago
Bracknell, Berkshire
Citrus Global Ltd
Rate: From £400 to £425 per annum
Posted: Yesterday
London
Harvey Nash plc
Posted: 2 days ago
London
McGregor Boyall
Rate: £550 - £650 per day
Posted: 2 days ago
South East
Streamline Connections
Rate: £280 - £330 per day
Posted: 2 days ago
Nottingham, Nottinghamshire
ReThink Recruitment
Posted: 2 days ago
Sheffield
Hays IT - Uk Posting account
Rate: £13.31 - £17.46 per hour + negotiable
Posted: 2 days ago
South West London
Understanding Recruitment
Rate: £45000 - £50000 per annum + competitive benefits
Posted: 3 days ago
London
Nicoll Curtin
Rate: £500 - £650 per annum
Posted: 5 days ago
Cheltenham, Gloucestershire
Redrock Consulting Ltd
Rate: £450 - £500 per day
Posted: 5 days ago
London
Fruition IT Resources Limited
Posted: 6 days ago
London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: 6 days ago
Lancashire
Engage PSG
Rate: Competitive
Posted: 6 days ago
Lancashire
Engage PSG
Rate: Competitive
Posted: 6 days ago
City, London
Burns Sheehan
Rate: £425 - £450 per day
Posted: 6 days ago
City, London
SEC Recruitment Limited
Posted: 6 days ago
City of London
Computer Futures
Rate: £450 - £550 per day + competitive
Posted: 8 days ago
City of London
Real Staffing
Rate: £375 - £425 per day + competitive
Posted: 12 days ago
Manchester
Computer Futures
Rate: competitive
Posted: 16 days ago
Birmingham
Nigel Frank International Limited - Newcastle
Rate: £350 - £400 per day
Posted: 21 days ago