The table below looks at the statistics for Data Cleansing skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 22 September 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 Sep 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 420 392 428
Rank change year-on-year
-28 +36
Contract jobs citing Data Cleansing 193 187 167
As % of all contract IT jobs located in the UK 0.33% 0.35% 0.29%
As % of the Processes & Methodologies category 0.45% 0.48% 0.40%
Number of daily rates quoted 112 102 94
Average daily rate
Keep up to 90%
of your Daily Rate
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£375 £360 £404
Average daily rate % change year-on-year
+4.16% -10.83%
90% offered a daily rate of more than £200 £227 £195
10% offered a daily rate of more than £525 £550 £646
UK excluding London average daily rate £325 £310 £350
% change year-on-year
+4.83% -11.42%
Number of hourly rates quoted 3 4 5
Average hourly rate £17.50 £12.00 £37.50
Average hourly rate % change year-on-year
+45.83% -68.00%
90% offered a hourly rate of more than £15.81 £12.00 £12.45
10% offered a hourly rate of more than £57.10 £16.20 £45.00
UK excluding London average hourly rate £17.50 £12.00 £13.50
% change year-on-year
+45.83% -11.11%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
42741 39110 42091
As % of all contract IT jobs located in the UK 73.95% 74.08% 71.98%
Number of daily rates quoted 26680 24151 24372
Average daily rate £413 £400 £400
Average daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £275 £275 £265
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £368 £363
% change year-on-year
+2.04% +1.37%
Number of hourly rates quoted 1185 1098 1551
Average hourly rate £24.00 £27.50 £31.00
Average hourly rate % change year-on-year
-12.72% -11.29%
90% offered a hourly rate of more than £12.50 £12.00 £12.50
10% offered a hourly rate of more than £53.50 £46.00 £46.00
UK excluding London average hourly rate £26.00 £30.00 £30.00
% change year-on-year
-13.33% -

Data Cleansing
Jobs Demand Trend

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

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Daily Rate Trend

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

Data Cleansing Daily Rate Trend in the UK

Data Cleansing
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 22 September 2014.

Data Cleansing Daily Rate Histogram in the UK

Data Cleansing
Hourly Rate Trend

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

Data Cleansing Hourly Rate Trend in the UK

Data Cleansing
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 22 September 2014.

Data Cleansing Hourly Rate Histogram in the UK

Data Cleansing
Top 30 Contract Locations

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 UK over the 3 months to 22 September 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
England -34 173 £388 +10.71% 40
London -2 95 £444 +18.33% 17
City of London +31 26 £431 -13.75% 5
North West +12 23 £331 +39.47% 9
South East -16 20 £250 -39.39% 5
Scotland +7 16 £325 - 3
East of England -27 12 £363 +61.11% 2
South West -27 12 £450 +36.98% 2
Manchester -2 11 £325 - 7
Edinburgh - 7 £375 - 1
Cheshire +12 6 £375 +200.00% 1
Aberdeen +15 5 £300 -
East Midlands +1 5 - - 1
Buckinghamshire 0 5 £200 +5.26% 1
Yorkshire -3 5 £340 +10.56% 2
Bedford +2 4 £401 +78.33%
Kent 0 4 £115 -
Bedfordshire -14 4 £401 +78.33%
Bristol -17 4 £338 +2.73% 1
Hertfordshire -23 4 £325 +30.00% 2
Wiltshire - 4 £413 -
Glasgow - 4 £280 - 2
Berkshire +10 3 - - 1
Leeds -8 3 £353 +14.63% 1
West Yorkshire -12 3 £353 +14.63% 1
Gloucestershire -15 3 £450 -
Surrey -3 2 - - 1
Milton Keynes -3 2 £311 +63.81% 1
Lancashire -20 2 - -
Swindon - 2 £263 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 22 September 2014, IT contractor jobs within the UK 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.

1 258 (63.24%) Migration
2 224 (54.90%) Data Migration
3 137 (33.58%) SQL
4 129 (31.62%) Finance
5 107 (26.23%) Data Analysis
6 91 (22.30%) SQL Server
7 87 (21.32%) SAP
8 85 (20.83%) Oracle
9 83 (20.34%) Data Mapping
10 78 (19.12%) ETL
11 74 (18.14%) MS Excel
12 63 (15.44%) Microsoft
13 60 (14.71%) Data Warehouse
13 60 (14.71%) Data Modelling
14 55 (13.48%) Business Intelligence
14 55 (13.48%) CRM
15 52 (12.75%) Validation
15 52 (12.75%) Data Management
16 43 (10.54%) Analytical Skills
17 40 (9.80%) Data Quality
18 37 (9.07%) PL/SQL
19 35 (8.58%) SQL Server Integration Services
20 32 (7.84%) User Acceptance Testing
21 30 (7.35%) Data Architecture
21 30 (7.35%) SQL Server 2008
21 30 (7.35%) Oracle EBS R12
21 30 (7.35%) Project Management
21 30 (7.35%) Stakeholder Management
22 29 (7.11%) Master Data Management
23 28 (6.86%) Oracle Database

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 22 September 2014, IT contractor jobs within the UK 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 (1.96%) SAS
2 6 (1.47%) SharePoint
3 4 (0.98%) WebLogic
4 2 (0.49%) IIS
Applications
1 74 (18.14%) MS Excel
2 11 (2.70%) MS PowerPoint
3 10 (2.45%) MS Office
4 9 (2.21%) MS Visio
5 7 (1.72%) Spreadsheet
6 3 (0.74%) MS Project
Business Applications
1 30 (7.35%) Oracle EBS R12
2 26 (6.37%) Oracle EBS
3 19 (4.66%) Dynamics CRM
4 18 (4.41%) Oracle Payables
5 17 (4.17%) SAP HR
6 13 (3.19%) Oracle Receivables
7 10 (2.45%) Oracle Applications
8 9 (2.21%) Oracle 11i
8 9 (2.21%) Oracle General Ledger
9 7 (1.72%) Oracle Assets
10 6 (1.47%) Dynamics NAV
11 5 (1.23%) SAP Oil and Gas
11 5 (1.23%) SAP PP
11 5 (1.23%) SAP SD
11 5 (1.23%) SAP FI
12 4 (0.98%) Agresso
12 4 (0.98%) SAP Payroll
13 3 (0.74%) Oracle CRM
13 3 (0.74%) Cognos TM1
13 3 (0.74%) SAP PM
Cloud Services
1 5 (1.23%) Cloud Computing
1 5 (1.23%) Force.com
1 5 (1.23%) SaaS
2 1 (0.25%) Microsoft Azure
Communications & Networking
1 3 (0.74%) MVNO
2 1 (0.25%) SDH
2 1 (0.25%) Internet
2 1 (0.25%) DWDM
2 1 (0.25%) RTP
Database & Business Intelligence
1 91 (22.30%) SQL Server
2 60 (14.71%) Data Warehouse
3 35 (8.58%) SQL Server Integration Services
4 30 (7.35%) SQL Server 2008
5 28 (6.86%) Oracle Database
6 26 (6.37%) MS Access
7 19 (4.66%) Relational Database
8 15 (3.68%) Data Mining
8 15 (3.68%) SQL Server Reporting Services
9 12 (2.94%) Oracle Database 11g
9 12 (2.94%) Big Data
9 12 (2.94%) Oracle BI EE
10 10 (2.45%) Oracle ODI
10 10 (2.45%) Oracle Reports
11 8 (1.96%) Hadoop
11 8 (1.96%) SQL Server 2005
12 7 (1.72%) MySQL
13 6 (1.47%) OLTP
14 5 (1.23%) Crystal Reports
14 5 (1.23%) SQL Server Analysis Services
Development Applications
1 15 (3.68%) Toad
2 5 (1.23%) Visual Studio
2 5 (1.23%) JMeter
2 5 (1.23%) Talend Open Studio
3 4 (0.98%) Jenkins
3 4 (0.98%) LSMW
3 4 (0.98%) QuickTest Pro
4 3 (0.74%) Git (software)
5 2 (0.49%) ERwin
6 1 (0.25%) JUnit
6 1 (0.25%) PowerDesigner
6 1 (0.25%) Oracle Forms
6 1 (0.25%) Eclipse
6 1 (0.25%) Cucumber
General
1 129 (31.62%) Finance
2 25 (6.13%) Banking
3 18 (4.41%) Retail
3 18 (4.41%) Marketing
4 11 (2.70%) Telecoms
5 8 (1.96%) Legal
6 7 (1.72%) General Ledger
7 6 (1.47%) Local Government
7 6 (1.47%) Retail Banking
8 5 (1.23%) Billing
8 5 (1.23%) Back Office
8 5 (1.23%) Publishing
9 4 (0.98%) Pharmaceutical
9 4 (0.98%) Manufacturing
9 4 (0.98%) Investment Banking
10 3 (0.74%) Games
11 1 (0.25%) Advertising
Job Titles
1 173 (42.40%) Analyst
2 94 (23.04%) Data Analyst
3 64 (15.69%) Business Analyst
4 63 (15.44%) Consultant
5 56 (13.73%) Developer
6 38 (9.31%) Data Consultant
7 23 (5.64%) Project Manager
8 20 (4.90%) SAP Consultant
9 18 (4.41%) Migration Consultant
9 18 (4.41%) Data Migration Consultant
10 17 (4.17%) Data Manager
11 15 (3.68%) Data Migration Analyst
12 13 (3.19%) Architect
13 12 (2.94%) SAP Data Consultant
13 12 (2.94%) SAP Analyst
14 11 (2.70%) SAP Data Analyst
14 11 (2.70%) Data Migration Manager
15 9 (2.21%) Senior Analyst
15 9 (2.21%) Oracle Consultant
15 9 (2.21%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 11 (2.70%) .NET
2 10 (2.45%) XML
3 7 (1.72%) HTML
4 5 (1.23%) Mason
4 5 (1.23%) Visualforce
5 4 (0.98%) XSD
6 3 (0.74%) XSL
6 3 (0.74%) XSLT
6 3 (0.74%) MDX
7 2 (0.49%) jQuery
7 2 (0.49%) JSON
7 2 (0.49%) JMS
7 2 (0.49%) BAPI
7 2 (0.49%) J2EE
7 2 (0.49%) SOAP
7 2 (0.49%) Web Services
7 2 (0.49%) REST
8 1 (0.25%) Regular Expression
8 1 (0.25%) AngularJS
8 1 (0.25%) SAP TM
Miscellaneous
1 43 (10.54%) Analytical Skills
2 23 (5.64%) Data Extraction
3 21 (5.15%) Data Integration
4 20 (4.90%) Data Conversion
5 17 (4.17%) Management Information System
6 15 (3.68%) NHS
7 10 (2.45%) Computer Science
8 5 (1.23%) Reference Data
9 4 (0.98%) Data Protection Act
9 4 (0.98%) FMCG
10 3 (0.74%) Mathematics
11 2 (0.49%) GIS
11 2 (0.49%) Credit Risk
11 2 (0.49%) SWIFT
12 1 (0.25%) Health Informatics
12 1 (0.25%) User Experience
12 1 (0.25%) Hedge funds
12 1 (0.25%) Market Risk
12 1 (0.25%) Life Science
12 1 (0.25%) Informatics
Operating Systems
1 7 (1.72%) UNIX
2 4 (0.98%) Linux
3 2 (0.49%) Windows
4 1 (0.25%) Windows Server 2008
4 1 (0.25%) Windows 7
Processes & Methodologies
1 258 (63.24%) Migration
2 224 (54.90%) Data Migration
3 107 (26.23%) Data Analysis
4 83 (20.34%) Data Mapping
5 78 (19.12%) ETL
6 60 (14.71%) Data Modelling
7 55 (13.48%) Business Intelligence
7 55 (13.48%) CRM
8 52 (12.75%) Validation
8 52 (12.75%) Data Management
9 32 (7.84%) User Acceptance Testing
10 30 (7.35%) Stakeholder Management
10 30 (7.35%) Project Management
10 30 (7.35%) Data Architecture
11 29 (7.11%) Master Data Management
12 27 (6.62%) ERP
13 25 (6.13%) Business Analysis
14 23 (5.64%) Agile Software Development
15 21 (5.15%) Change Management
16 20 (4.90%) Analytics
Programming Languages
1 137 (33.58%) SQL
2 37 (9.07%) PL/SQL
3 23 (5.64%) T-SQL
4 20 (4.90%) VBA
5 11 (2.70%) Java
6 9 (2.21%) ABAP
7 7 (1.72%) Shell Script
8 6 (1.47%) C
9 5 (1.23%) Scala
9 5 (1.23%) Apex Code
10 3 (0.74%) VB
11 2 (0.49%) C#
11 2 (0.49%) JavaScript
11 2 (0.49%) PowerShell
12 1 (0.25%) C++
Qualifications
1 20 (4.90%) Degree
2 17 (4.17%) Security Cleared
3 9 (2.21%) SC Cleared
4 5 (1.23%) ISTQB
5 4 (0.98%) ISTQB Advanced Certification
6 3 (0.74%) PRINCE2 Certification
7 1 (0.25%) ITIL Certification
7 1 (0.25%) PMP
7 1 (0.25%) PMI Certification
7 1 (0.25%) DV Cleared
7 1 (0.25%) HND
7 1 (0.25%) ISEB
Quality Assurance & Compliance
1 40 (9.80%) Data Quality
2 16 (3.92%) QA
3 3 (0.74%) SLA
4 2 (0.49%) GxP
4 2 (0.49%) PCI DSS
5 1 (0.25%) Sarbanes-Oxley
5 1 (0.25%) HL7
System Software
1 1 (0.25%) Oracle RAC
Systems Management
1 3 (0.74%) HP Quality Center
2 1 (0.25%) Oracle EDQ
2 1 (0.25%) WMI
2 1 (0.25%) SCCM
Vendors
1 87 (21.32%) SAP
2 85 (20.83%) Oracle
3 63 (15.44%) Microsoft
4 19 (4.66%) Salesforce.com
5 17 (4.17%) Informatica
6 13 (3.19%) Business Objects
7 12 (2.94%) IBM
8 9 (2.21%) Northgate
9 8 (1.96%) DataFlux
9 8 (1.96%) Sage
10 6 (1.47%) Siebel
10 6 (1.47%) Teradata
11 5 (1.23%) BI-SAM
11 5 (1.23%) Talend
11 5 (1.23%) Tableau
12 4 (0.98%) Marketo
12 4 (0.98%) VocaLink
12 4 (0.98%) Linedata
12 4 (0.98%) Cognos
12 4 (0.98%) PeopleSoft
Yorkshire and the Humber
Computer Futures
Rate: competitive
Posted: 13 hours ago
London
PwC Careers in the UK
Posted: 14 hours ago
North West
Spring Technology
Rate: £300.00 - £400.00 per day
Posted: 3 days ago
City, London
Energon Global
Rate: From £350 to £450 per annum
Posted: 4 days ago
London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: 5 days ago
London
Vertical IT
Rate: MARKET RATE + COMPETITIVE
Posted: 6 days ago
City of London
Computer Futures
Rate: competitive
Posted: 10 days ago
London
Capita - ITMS
Rate: £400 - £500 per day
Posted: 13 days ago
Manchester
Hays IT - Uk Posting account
Rate: £250.00 - £300.00 per day
Posted: 14 days ago
City of London
Huxley Associates
Rate: £450 - £550 per annum + competitive
Posted: 18 days ago
Greater Manchester
Hays IT - Uk Posting account
Rate: £32000.00 - £34614.00 per annum
Posted: 25 days ago