Data Cleansing Contracts
 
Demand Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Related Skills

The first table below looks at the demand 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 23 May 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category.

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
23 May 2013		 Same period 2012 Same period 2011
Data Cleansing (Data Scrubbing)
Rank 380 392 399
Rank change year-on-year
+12 +7
Contract jobs citing Data Cleansing 164 177 195
As % of all contract IT jobs located in the UK 0.354% 0.303% 0.314%
As % of the Processes & Methodologies category 0.499% 0.447% 0.465%
Number of daily rates quoted 90 105 104
Average daily rate £398 £400 £350
Average daily rate % change year-on-year
-0.62% +14.28%
90% offered a daily rate of more than £200 £210 £165
10% offered a daily rate of more than £550 £590 £500
UK excluding London average daily rate £388 £350 £325
% change year-on-year
+10.71% +7.69%
Number of hourly rates quoted 6 7 13
Average hourly rate £18.38 £17.50 £24.00
Average hourly rate % change year-on-year
+5.00% -27.08%
90% offered a hourly rate of more than £13.50 £9.25 £15.00
10% offered a hourly rate of more than £106.60 £37.40 £27.50
UK excluding London average hourly rate £13.50 £17.50 £24.25
% change year-on-year
-22.85% -27.83%
All Processes & Methodologies
UK
Contract IT job ads with a match in the
Processes & Methodologies category		 32894 39591 41969
As % of all contract IT jobs located in the UK 70.99% 67.83% 67.62%
Number of daily rates quoted 19661 22733 23826
Average daily rate £413 £403 £438
Average daily rate % change year-on-year
+2.48% -8.00%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £579 £600
UK excluding London average daily rate £365 £365 £375
% change year-on-year
- -2.66%
Number of hourly rates quoted 963 1284 1487
Average hourly rate £30.50 £25.00 £29.00
Average hourly rate % change year-on-year
+22.00% -13.79%
90% offered a hourly rate of more than £13.50 £12.68 £13.50
10% offered a hourly rate of more than £50.00 £45.00 £45.00
UK excluding London average hourly rate £30.45 £25.00 £29.00
% change year-on-year
+21.78% -13.79%

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

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

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 23 May 2013.

Data Cleansing Daily Rate Histogram

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

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 23 May 2013.

Data Cleansing Hourly Rate Histogram

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 23 May 2013. 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
(Click each for more statistics)		 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
England +26 145 £398 -0.62%
London +10 69 £398 -6.47%
South East +33 35 £425 +25.00%
Berkshire +28 16 £513 +55.30%
City of London -1 15 £375 -6.25%
Reading +22 11 £525 +59.09%
East of England +17 8 £400 +220.00%
South West +27 7 £325 -17.72%
West Midlands +6 5 £388 -20.51%
Surrey - 5 £500 -
Middlesex +13 4 £200 -49.36%
Hertfordshire +6 4 £400 +220.00%
East Midlands +1 4 £155 -63.52%
Yorkshire 0 4 £400 +5.26%
Bristol +13 3 £325 +13.04%
Wales +11 3 - -
North West +4 3 £375 +15.38%
Scotland -13 3 - -
Cambridgeshire - 3 £435 -
Cambridge - 3 £435 -
Northern Ireland - 3 £425 -
North East +11 2 £331 -17.18%
Milton Keynes +6 2 £313 +4.16%
Buckinghamshire +5 2 £313 +4.16%
Durham +2 2 £331 -
West Yorkshire +2 2 £400 +5.26%
Leeds -5 2 £400 +5.26%
East Sussex - 2 £488 -
Sunbury-on-Thames - 2 £166 -
Brighton - 2 £488 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 23 May 2013, 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.

1 179 (50.14%) Migration
2 157 (43.98%) Data Migration
3 109 (30.53%) SQL
4 93 (26.05%) Finance
5 85 (23.81%) ETL
6 68 (19.05%) Oracle
7 67 (18.77%) SAP
8 52 (14.57%) Data Analysis
9 50 (14.01%) Data Modelling
9 50 (14.01%) Business Intelligence
10 48 (13.45%) Data Management
10 48 (13.45%) Data Mapping
11 47 (13.17%) MS Excel
12 44 (12.32%) Validation
13 43 (12.04%) SQL Server
14 42 (11.76%) Business Objects
14 42 (11.76%) Data Warehouse
15 39 (10.92%) Microsoft
15 39 (10.92%) CRM
15 39 (10.92%) Data Quality
16 34 (9.524%) Data Validation
17 30 (8.403%) PL/SQL
18 29 (8.123%) Marketing
19 27 (7.563%) Oracle 11g
19 27 (7.563%) Master Data Management
19 27 (7.563%) ERP
20 26 (7.283%) Project Management
20 26 (7.283%) SAP Data Services
21 25 (7.003%) QA
22 24 (6.723%) SQL Server Integration Services

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 23 May 2013, 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 Development
1 8 (2.241%) .NET
2 3 (0.840%) MDX
2 3 (0.840%) ASP
2 3 (0.840%) XML
3 2 (0.560%) Web Services
3 2 (0.560%) Windows SharePoint Services
4 1 (0.280%) DWR
4 1 (0.280%) COM
Application Platforms
1 8 (2.241%) SharePoint
2 7 (1.961%) SAS
3 5 (1.401%) ESB
4 3 (0.840%) ArcGIS
4 3 (0.840%) PowerExchange
5 2 (0.560%) CMS
5 2 (0.560%) Oracle 10gAS
5 2 (0.560%) SharePoint 2010
5 2 (0.560%) SharePoint 2013
6 1 (0.280%) Amazon EMR
6 1 (0.280%) Apache Pig
6 1 (0.280%) Amazon AWS
6 1 (0.280%) IIS
6 1 (0.280%) Lotus Notes
Applications
1 47 (13.17%) MS Excel
2 9 (2.521%) MS Office
3 7 (1.961%) MS Visio
4 6 (1.681%) MS PowerPoint
5 5 (1.401%) MS Project
6 4 (1.120%) SPSS
7 2 (0.560%) Spreadsheet
7 2 (0.560%) FastStats
8 1 (0.280%) InfoPath
8 1 (0.280%) Pro/ENGINEER
Business Applications
1 7 (1.961%) Oracle EBS
2 5 (1.401%) Dynamics AX
2 5 (1.401%) Oracle Financials
2 5 (1.401%) SAP FI
3 4 (1.120%) SAP SD
3 4 (1.120%) Taleo
3 4 (1.120%) Oracle EBS R12
4 3 (0.840%) Cognos Business Intelligence
4 3 (0.840%) SAP CO
4 3 (0.840%) SAP FI/CO
4 3 (0.840%) Oracle 11i
4 3 (0.840%) SAP PP
5 2 (0.560%) SAP HR
5 2 (0.560%) Agresso
5 2 (0.560%) HFM
5 2 (0.560%) SAP ERP
5 2 (0.560%) ResourceLink
6 1 (0.280%) Dynamics CRM
6 1 (0.280%) Oracle BRM
6 1 (0.280%) SAP MDM
Communications & Networking
1 5 (1.401%) CTI
2 3 (0.840%) HTTP
2 3 (0.840%) GSM
2 3 (0.840%) UMTS
2 3 (0.840%) Internet
3 2 (0.560%) 3G
3 2 (0.560%) 2G
4 1 (0.280%) BSS
4 1 (0.280%) Broadband
4 1 (0.280%) WAN
4 1 (0.280%) LAN
Database & Business Intelligence
1 43 (12.04%) SQL Server
2 42 (11.76%) Data Warehouse
3 27 (7.563%) Oracle 11g
4 26 (7.283%) SAP Data Services
5 24 (6.723%) SQL Server Integration Services
5 24 (6.723%) BusinessObjects
6 22 (6.162%) SQL Server Reporting Services
6 22 (6.162%) MS Access
7 16 (4.482%) Oracle 10g
8 12 (3.361%) Oracle BI EE
9 11 (3.081%) TOAD
9 11 (3.081%) Data Mining
10 10 (2.801%) Oracle Reports
10 10 (2.801%) SQL Server Analysis Services
11 9 (2.521%) SQL Server 2008
12 8 (2.241%) Oracle 8/8i
12 8 (2.241%) RDBMS
12 8 (2.241%) GIS
13 7 (1.961%) Data Mart
14 6 (1.681%) OLAP
Development Applications
1 14 (3.922%) Oracle Forms
2 10 (2.801%) Oracle APEX
3 5 (1.401%) Talend Open Studio
4 3 (0.840%) ERwin
5 2 (0.560%) Atlassian Bamboo
6 1 (0.280%) Team Foundation Server
6 1 (0.280%) LSMW
6 1 (0.280%) ClearCase
General
1 93 (26.05%) Finance
2 29 (8.123%) Marketing
3 24 (6.723%) Banking
4 21 (5.882%) Retail
5 19 (5.322%) Billing
6 6 (1.681%) Telecoms
7 4 (1.120%) Advertising
7 4 (1.120%) Publishing
7 4 (1.120%) Investment Banking
8 3 (0.840%) Retail Banking
8 3 (0.840%) Manufacturing
8 3 (0.840%) Games
8 3 (0.840%) Back Office
9 2 (0.560%) Automotive
9 2 (0.560%) Legal
9 2 (0.560%) General Ledger
10 1 (0.280%) International Banking
10 1 (0.280%) Corporate Banking
10 1 (0.280%) Welsh Language
10 1 (0.280%) Military
Job Titles
1 136 (38.10%) Analyst
2 88 (24.65%) Data Analyst
3 46 (12.89%) Consultant
4 41 (11.48%) Business Analyst
5 36 (10.08%) Developer
6 31 (8.683%) Project Manager
7 20 (5.602%) SAP Consultant
8 18 (5.042%) Data Consultant
8 18 (5.042%) Data Manager
8 18 (5.042%) Architect
9 15 (4.202%) Data Architect
10 14 (3.922%) Data Migration Analyst
11 12 (3.361%) Business Data Analyst
11 12 (3.361%) Data Migration Manager
12 10 (2.801%) Administrator
12 10 (2.801%) Oracle Consultant
13 9 (2.521%) SAP Analyst
13 9 (2.521%) Migration Project Manager
13 9 (2.521%) Siebel Analyst
13 9 (2.521%) Designer
Miscellaneous
1 15 (4.202%) Data Conversion
2 14 (3.922%) Data Integration
2 14 (3.922%) Management Information System
3 12 (3.361%) NHS
3 12 (3.361%) Data Extraction
4 9 (2.521%) FMCG
5 7 (1.961%) Statistics
5 7 (1.961%) Reference Data
6 5 (1.401%) Mathematics
7 3 (0.840%) SWIFT
7 3 (0.840%) Open Source
8 2 (0.560%) EPoS
8 2 (0.560%) Replication
8 2 (0.560%) Social Media
8 2 (0.560%) Learning Management System
9 1 (0.280%) Mobile App
9 1 (0.280%) Online Banking
9 1 (0.280%) Data Protection Act
9 1 (0.280%) IBM Mainframe
9 1 (0.280%) Credit Risk
Operating Systems
1 14 (3.922%) Windows
2 6 (1.681%) Windows XP
3 3 (0.840%) UNIX
3 3 (0.840%) Linux
Processes & Methodologies
1 179 (50.14%) Migration
2 157 (43.98%) Data Migration
3 85 (23.81%) ETL
4 52 (14.57%) Data Analysis
5 50 (14.01%) Data Modelling
5 50 (14.01%) Business Intelligence
6 48 (13.45%) Data Management
6 48 (13.45%) Data Mapping
7 44 (12.32%) Validation
8 39 (10.92%) CRM
9 34 (9.524%) Data Validation
10 27 (7.563%) Master Data Management
10 27 (7.563%) ERP
11 26 (7.283%) Project Management
12 23 (6.443%) Data Architecture
13 22 (6.162%) User Acceptance Testing
13 22 (6.162%) Business Analysis
14 19 (5.322%) Data Governance
14 19 (5.322%) Data Transformation
15 18 (5.042%) GAP Analysis
Programming Languages
1 109 (30.53%) SQL
2 30 (8.403%) PL/SQL
3 15 (4.202%) T-SQL
3 15 (4.202%) VBA
4 9 (2.521%) C
5 4 (1.120%) Java
6 3 (0.840%) R
6 3 (0.840%) PowerShell
6 3 (0.840%) C#
7 2 (0.560%) VBScript
8 1 (0.280%) COBOL
8 1 (0.280%) Python
Qualifications
1 19 (5.322%) Degree
2 10 (2.801%) Security Cleared
3 7 (1.961%) ACCA
4 6 (1.681%) SC Cleared
5 4 (1.120%) DV Cleared
6 2 (0.560%) Microsoft Certification
6 2 (0.560%) PRINCE2 Certification
6 2 (0.560%) ITIL Certification
6 2 (0.560%) MCSE
7 1 (0.280%) Six Sigma Green Belt
7 1 (0.280%) BC Cleared
7 1 (0.280%) CIMA
7 1 (0.280%) PMI Certification
7 1 (0.280%) ISEB
Quality Assurance & Compliance
1 39 (10.92%) Data Quality
2 25 (7.003%) QA
3 2 (0.560%) SLA
3 2 (0.560%) Sarbanes-Oxley
4 1 (0.280%) HL7
4 1 (0.280%) ISO 9000
4 1 (0.280%) Basel II
System Software
1 10 (2.801%) Active Directory
2 1 (0.280%) XenApp
2 1 (0.280%) XenDesktop
Vendors
1 68 (19.05%) Oracle
2 67 (18.77%) SAP
3 42 (11.76%) Business Objects
4 39 (10.92%) Microsoft
5 17 (4.762%) Siebel
6 12 (3.361%) Cognos
7 11 (3.081%) Informatica
8 9 (2.521%) Salesforce.com
9 8 (2.241%) Teradata
10 7 (1.961%) CODA
11 5 (1.401%) Talend
11 5 (1.401%) IBM
12 4 (1.120%) Citrix
12 4 (1.120%) Trillium
13 3 (0.840%) DataFlux
13 3 (0.840%) Ab Initio
13 3 (0.840%) ESRI
13 3 (0.840%) JD Edwards
13 3 (0.840%) Mapinfo
14 2 (0.560%) JDA
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