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 27 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
27 Aug 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 410 394 420
Rank change year-on-year
-16 +26
Contract jobs citing Data Cleansing 203 185 168
As % of all contract IT jobs located in the UK 0.37% 0.35% 0.29%
As % of the Processes & Methodologies category 0.49% 0.47% 0.40%
Number of daily rates quoted 113 111 100
Average daily rate
Keep up to 90%
of your Daily Rate
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£394 £350 £400
Average daily rate % change year-on-year
+12.50% -12.50%
90% offered a daily rate of more than £225 £250 £195
10% offered a daily rate of more than £550 £525 £650
UK excluding London average daily rate £325 £309 £350
% change year-on-year
+5.26% -11.78%
Number of hourly rates quoted 5 3 7
Average hourly rate £15.39 £12.00 £37.50
Average hourly rate % change year-on-year
+28.20% -68.00%
90% offered a hourly rate of more than £14.85 £12.00 £12.80
10% offered a hourly rate of more than £47.20 £12.00 £45.00
UK excluding London average hourly rate £15.39 £12.00 £37.50
% change year-on-year
+28.20% -68.00%

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
41303 39122 41685
As % of all contract IT jobs located in the UK 74.30% 73.30% 70.99%
Number of daily rates quoted 25558 24009 24155
Average daily rate £410 £400 £400
Average daily rate % change year-on-year
+2.50% -
90% offered a daily rate of more than £275 £270 £265
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £370 £360
% change year-on-year
+1.35% +2.77%
Number of hourly rates quoted 1135 1071 1478
Average hourly rate £23.00 £29.00 £31.50
Average hourly rate % change year-on-year
-20.68% -7.93%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £50.00 £48.84 £45.00
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

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 27 August 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 27 August 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 27 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
England -11 178 £400 +14.28% 31
London +4 101 £435 +16.00% 11
City of London +33 26 £450 +16.12% 6
South East -19 21 £225 -37.97% 5
Scotland - 20 £350 -
North West +2 16 £338 -3.57% 4
East of England -10 14 £400 +60.00% 4
South West -28 9 £450 +50.00% 4
Yorkshire -4 8 £340 +10.56% 2
Aberdeen - 8 £600 -
Bedfordshire -15 7 £408 - 1
Cheshire +4 6 £460 +67.27%
Edinburgh - 6 £350 -
Glasgow - 6 £300 -
East Midlands +6 5 - -
Manchester -1 5 £325 - 4
Bristol -22 5 £338 +12.50% 1
Bedford - 5 £413 - 1
Berkshire +11 4 £225 -30.76%
West Midlands -1 4 £275 -25.67% 1
West Yorkshire -11 4 £353 +14.63% 1
Nottinghamshire - 4 - -
Nottingham - 4 - -
Buckinghamshire -3 3 £150 -15.49% 1
Leeds -7 3 £353 +14.63% 1
Hertfordshire -11 3 £325 +30.00% 3
Middlesex -7 2 £338 -42.55%
Lancashire -9 2 - -
Gloucestershire - 2 £450 - 1
Wiltshire - 2 £488 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 27 August 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.

1 262 (61.65%) Migration
2 230 (54.12%) Data Migration
3 133 (31.29%) Finance
4 131 (30.82%) SQL
5 109 (25.65%) Data Analysis
6 95 (22.35%) SQL Server
6 95 (22.35%) SAP
7 93 (21.88%) Oracle
8 90 (21.18%) ETL
9 87 (20.47%) Data Mapping
10 70 (16.47%) Data Modelling
11 67 (15.76%) Data Warehouse
12 64 (15.06%) Data Management
12 64 (15.06%) Validation
13 63 (14.82%) Business Intelligence
13 63 (14.82%) MS Excel
14 57 (13.41%) Microsoft
15 56 (13.18%) Data Quality
16 53 (12.47%) CRM
17 39 (9.18%) SQL Server Integration Services
18 38 (8.94%) Master Data Management
19 36 (8.47%) Oracle Database
20 32 (7.53%) SQL Server 2008
21 31 (7.29%) User Acceptance Testing
22 29 (6.82%) Oracle EBS R12
22 29 (6.82%) PL/SQL
23 28 (6.59%) T-SQL
24 27 (6.35%) ERP
24 27 (6.35%) Project Management
24 27 (6.35%) Stakeholder Management

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 27 August 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 (1.88%) SAS
2 6 (1.41%) SharePoint
3 4 (0.94%) WebLogic
4 2 (0.47%) NetWeaver
5 1 (0.24%) BizTalk Server
5 1 (0.24%) Lync
5 1 (0.24%) IIS
5 1 (0.24%) MS Exchange
Applications
1 63 (14.82%) MS Excel
2 10 (2.35%) Spreadsheet
3 9 (2.12%) MS PowerPoint
3 9 (2.12%) MS Office
4 8 (1.88%) MS Visio
5 4 (0.94%) MS Project
Business Applications
1 29 (6.82%) Oracle EBS R12
2 26 (6.12%) Oracle EBS
3 18 (4.24%) Oracle Payables
4 17 (4.00%) Dynamics CRM
5 14 (3.29%) SAP HR
6 13 (3.06%) Oracle Receivables
7 11 (2.59%) SAP FI
8 10 (2.35%) Oracle Applications
9 9 (2.12%) Oracle 11i
10 8 (1.88%) SAP FI/CO
10 8 (1.88%) SAP CO
10 8 (1.88%) Oracle General Ledger
11 7 (1.65%) Oracle Assets
11 7 (1.65%) SAP SD
12 5 (1.18%) SAP PP
12 5 (1.18%) SAP Oil and Gas
13 4 (0.94%) Dynamics NAV
13 4 (0.94%) SAP BPC
13 4 (0.94%) SAP Payroll
13 4 (0.94%) Agresso
Cloud Services
1 5 (1.18%) Cloud Computing
1 5 (1.18%) Force.com
1 5 (1.18%) SaaS
2 1 (0.24%) Microsoft Azure
Communications & Networking
1 3 (0.71%) MVNO
2 2 (0.47%) SDH
2 2 (0.47%) DWDM
3 1 (0.24%) RTP
3 1 (0.24%) Intranet
3 1 (0.24%) Internet
Database & Business Intelligence
1 95 (22.35%) SQL Server
2 67 (15.76%) Data Warehouse
3 39 (9.18%) SQL Server Integration Services
4 36 (8.47%) Oracle Database
5 32 (7.53%) SQL Server 2008
6 25 (5.88%) SQL Server Reporting Services
7 24 (5.65%) MS Access
7 24 (5.65%) Relational Database
8 22 (5.18%) Oracle Database 11g
9 16 (3.76%) Data Mining
10 14 (3.29%) Oracle BI EE
11 13 (3.06%) Big Data
12 12 (2.82%) SQL Server 2005
12 12 (2.82%) Oracle Reports
13 11 (2.59%) Oracle ODI
14 10 (2.35%) BusinessObjects
14 10 (2.35%) PowerCenter
14 10 (2.35%) SQL Server Analysis Services
14 10 (2.35%) BusinessObjects XI
15 9 (2.12%) OLTP
Development Applications
1 11 (2.59%) Toad
1 11 (2.59%) LSMW
2 5 (1.18%) Talend Open Studio
2 5 (1.18%) Visual Studio
2 5 (1.18%) Jenkins
3 4 (0.94%) Git (software)
4 1 (0.24%) Cucumber
4 1 (0.24%) Oracle Forms
4 1 (0.24%) Eclipse
4 1 (0.24%) ERwin
4 1 (0.24%) JUnit
General
1 133 (31.29%) Finance
2 27 (6.35%) Banking
3 18 (4.24%) Retail
3 18 (4.24%) Marketing
4 13 (3.06%) Telecoms
5 7 (1.65%) General Ledger
5 7 (1.65%) Legal
5 7 (1.65%) Manufacturing
6 6 (1.41%) Local Government
6 6 (1.41%) Retail Banking
7 5 (1.18%) Billing
7 5 (1.18%) Back Office
8 4 (0.94%) Pharmaceutical
8 4 (0.94%) Publishing
9 3 (0.71%) Games
9 3 (0.71%) Advertising
9 3 (0.71%) Investment Banking
Job Titles
1 183 (43.06%) Analyst
2 103 (24.24%) Data Analyst
3 65 (15.29%) Business Analyst
3 65 (15.29%) Consultant
4 56 (13.18%) Developer
5 40 (9.41%) Data Consultant
6 21 (4.94%) SAP Consultant
7 19 (4.47%) Project Manager
7 19 (4.47%) SAP Analyst
8 18 (4.24%) Data Migration Consultant
8 18 (4.24%) SAP Data Analyst
8 18 (4.24%) Architect
8 18 (4.24%) Migration Consultant
8 18 (4.24%) Data Manager
8 18 (4.24%) Data Migration Analyst
9 14 (3.29%) Business Intelligence Developer
9 14 (3.29%) SAP Data Consultant
10 12 (2.82%) Data Architect
11 11 (2.59%) Functional Analyst
11 11 (2.59%) SAP Functional Analyst
Libraries, Frameworks & Software Standards
1 17 (4.00%) XML
2 13 (3.06%) .NET
3 6 (1.41%) MDX
4 5 (1.18%) Mason
4 5 (1.18%) Visualforce
4 5 (1.18%) XSD
4 5 (1.18%) XSLT
5 4 (0.94%) XSL
6 3 (0.71%) HTML
6 3 (0.71%) Web Services
7 2 (0.47%) REST
7 2 (0.47%) jQuery
7 2 (0.47%) SOAP
7 2 (0.47%) J2EE
7 2 (0.47%) JMS
7 2 (0.47%) BAPI
7 2 (0.47%) SAP XI
7 2 (0.47%) .NET Framework
7 2 (0.47%) JSON
8 1 (0.24%) Middleware
Miscellaneous
1 22 (5.18%) Data Integration
2 20 (4.71%) Data Conversion
3 18 (4.24%) Management Information System
4 17 (4.00%) NHS
4 17 (4.00%) Data Extraction
5 10 (2.35%) Computer Science
6 8 (1.88%) FMCG
7 5 (1.18%) Mathematics
8 4 (0.94%) Statistics
8 4 (0.94%) Data Protection Act
8 4 (0.94%) Reference Data
9 2 (0.47%) SWIFT
9 2 (0.47%) Credit Risk
10 1 (0.24%) Market Risk
10 1 (0.24%) Life Science
10 1 (0.24%) Hedge funds
10 1 (0.24%) AS400
10 1 (0.24%) E-Learning
10 1 (0.24%) Freedom of Information
Operating Systems
1 6 (1.41%) UNIX
2 5 (1.18%) Linux
3 3 (0.71%) Windows
4 2 (0.47%) Windows 7
5 1 (0.24%) Windows XP
Processes & Methodologies
1 262 (61.65%) Migration
2 230 (54.12%) Data Migration
3 109 (25.65%) Data Analysis
4 90 (21.18%) ETL
5 87 (20.47%) Data Mapping
6 70 (16.47%) Data Modelling
7 64 (15.06%) Validation
7 64 (15.06%) Data Management
8 63 (14.82%) Business Intelligence
9 53 (12.47%) CRM
10 38 (8.94%) Master Data Management
11 31 (7.29%) User Acceptance Testing
12 27 (6.35%) ERP
12 27 (6.35%) Project Management
12 27 (6.35%) Stakeholder Management
12 27 (6.35%) Data Validation
13 26 (6.12%) Data Architecture
14 25 (5.88%) Business Analysis
15 21 (4.94%) Change Management
15 21 (4.94%) Data Reconciliation
Programming Languages
1 131 (30.82%) SQL
2 29 (6.82%) PL/SQL
3 28 (6.59%) T-SQL
4 19 (4.47%) VBA
5 11 (2.59%) Java
6 9 (2.12%) ABAP
7 8 (1.88%) Shell Script
8 6 (1.41%) C
9 5 (1.18%) Scala
9 5 (1.18%) Apex Code
10 3 (0.71%) VB
11 2 (0.47%) C#
11 2 (0.47%) JavaScript
11 2 (0.47%) PowerShell
12 1 (0.24%) FoxPro (VFP)
12 1 (0.24%) C++
12 1 (0.24%) VB.NET
Qualifications
1 22 (5.18%) Degree
2 18 (4.24%) Security Cleared
3 10 (2.35%) SC Cleared
4 3 (0.71%) PRINCE2 Certification
5 1 (0.24%) ITIL Certification
5 1 (0.24%) PMP
5 1 (0.24%) PMI Certification
5 1 (0.24%) HND
5 1 (0.24%) ISEB
Quality Assurance & Compliance
1 56 (13.18%) Data Quality
2 17 (4.00%) QA
3 2 (0.47%) PCI DSS
3 2 (0.47%) GxP
3 2 (0.47%) SLA
4 1 (0.24%) Sarbanes-Oxley
System Software
1 1 (0.24%) Active Directory
Systems Management
1 4 (0.94%) HP Quality Center
2 1 (0.24%) WMI
2 1 (0.24%) SCCM
Vendors
1 95 (22.35%) SAP
2 93 (21.88%) Oracle
3 57 (13.41%) Microsoft
4 25 (5.88%) Business Objects
5 24 (5.65%) Informatica
6 18 (4.24%) Salesforce.com
7 12 (2.82%) IBM
8 9 (2.12%) DataFlux
9 8 (1.88%) Tableau
10 7 (1.65%) Sage
11 6 (1.41%) Teradata
11 6 (1.41%) Siebel
12 5 (1.18%) BI-SAM
12 5 (1.18%) Talend
13 4 (0.94%) Northgate
13 4 (0.94%) Linedata
13 4 (0.94%) VocaLink
14 3 (0.71%) Ab Initio
14 3 (0.71%) hybris
14 3 (0.71%) Trillium
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