The first table below looks at the demand 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 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 for the England region.

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 374 400 406
Rank change year-on-year
+26 +6
Contract jobs citing Data Cleansing 145 164 172
As % of all contract IT jobs located in England 0.349% 0.307% 0.301%
As % of the Processes & Methodologies category 0.489% 0.449% 0.443%
Number of daily rates quoted 86 101 94
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 £198 £225 £165
10% offered a daily rate of more than £550 £600 £500
UK excluding London average daily rate £388 £350 £325
% change year-on-year
+10.71% +7.69%
Number of hourly rates quoted 6 6 13
Average hourly rate £18.38 £16.00 £24.00
Average hourly rate % change year-on-year
+14.84% -33.33%
90% offered a hourly rate of more than £13.50 £9.19 £15.00
10% offered a hourly rate of more than £106.60 £38.00 £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
England
Contract IT job ads with a match in the
Processes & Methodologies category
29662 36514 38847
As % of all contract IT jobs located in England 71.44% 68.38% 68.00%
Number of daily rates quoted 18132 21436 22477
Average daily rate £420 £413 £450
Average daily rate % change year-on-year
+1.81% -8.33%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £588 £600
UK excluding London average daily rate £365 £365 £375
% change year-on-year
- -2.66%
Number of hourly rates quoted 906 1198 1411
Average hourly rate £32.00 £25.00 £28.50
Average hourly rate % change year-on-year
+28.00% -12.28%
90% offered a hourly rate of more than £13.61 £13.27 £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
UK

Data Cleansing
Jobs Demand Trend

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.

England 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 across the England region.

England 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 across the England region over the 3 months to 23 May 2013.

England 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 across the England region.

England 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 across the England region over the 3 months to 23 May 2013.

England Data Cleansing Hourly Rate Histogram

Data Cleansing
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 England region 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
London +10 69 £398 -6.47%
South East +33 35 £425 +25.00%
East of England +17 8 £400 +220.00%
South West +27 7 £325 -17.72%
West Midlands +6 5 £388 -20.51%
East Midlands +1 4 £155 -63.52%
Yorkshire 0 4 £400 +5.26%
North West +4 3 £375 +15.38%
North East +11 2 £331 -17.18%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 23 May 2013, 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.

1 160 (50.79%) Migration
2 142 (45.08%) Data Migration
3 93 (29.52%) SQL
4 81 (25.71%) Finance
5 73 (23.17%) ETL
6 59 (18.73%) SAP
7 57 (18.10%) Oracle
8 49 (15.56%) Data Analysis
9 46 (14.60%) Data Modelling
10 42 (13.33%) Data Mapping
11 39 (12.38%) Business Objects
11 39 (12.38%) Data Management
11 39 (12.38%) Validation
12 38 (12.06%) MS Excel
12 38 (12.06%) Business Intelligence
13 36 (11.43%) Data Quality
14 35 (11.11%) CRM
14 35 (11.11%) SQL Server
15 31 (9.841%) Data Warehouse
16 30 (9.524%) Data Validation
17 29 (9.206%) Microsoft
18 26 (8.254%) PL/SQL
19 25 (7.937%) Marketing
20 24 (7.619%) QA
20 24 (7.619%) Banking
21 23 (7.302%) BusinessObjects
21 23 (7.302%) SAP Data Services
22 22 (6.984%) Oracle 11g
23 21 (6.667%) Data Architecture
23 21 (6.667%) MS Access

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 23 May 2013, 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 Development
1 8 (2.540%) .NET
2 2 (0.635%) Windows SharePoint Services
2 2 (0.635%) ASP
2 2 (0.635%) Web Services
2 2 (0.635%) XML
3 1 (0.317%) MDX
Application Platforms
1 7 (2.222%) SAS
2 6 (1.905%) SharePoint
3 5 (1.587%) ESB
4 3 (0.952%) ArcGIS
4 3 (0.952%) PowerExchange
5 2 (0.635%) Oracle 10gAS
5 2 (0.635%) SharePoint 2010
5 2 (0.635%) CMS
6 1 (0.317%) Lotus Notes
6 1 (0.317%) IIS
6 1 (0.317%) Amazon EMR
6 1 (0.317%) Apache Pig
6 1 (0.317%) Amazon AWS
Applications
1 38 (12.06%) MS Excel
2 7 (2.222%) MS Office
2 7 (2.222%) MS Visio
3 6 (1.905%) MS PowerPoint
4 5 (1.587%) MS Project
5 3 (0.952%) SPSS
6 2 (0.635%) Spreadsheet
6 2 (0.635%) FastStats
7 1 (0.317%) Pro/ENGINEER
7 1 (0.317%) InfoPath
Business Applications
1 5 (1.587%) Oracle EBS
2 4 (1.270%) Taleo
2 4 (1.270%) SAP FI
2 4 (1.270%) Oracle Financials
3 3 (0.952%) Dynamics AX
3 3 (0.952%) Cognos Business Intelligence
4 2 (0.635%) Oracle EBS R12
4 2 (0.635%) SAP SD
4 2 (0.635%) Oracle 11i
4 2 (0.635%) SAP FI/CO
4 2 (0.635%) HFM
4 2 (0.635%) SAP CO
5 1 (0.317%) SAP MDM
5 1 (0.317%) PeopleSoft Financials
5 1 (0.317%) SAP PP
5 1 (0.317%) SAP HR
5 1 (0.317%) ResourceLink
5 1 (0.317%) Dynamics CRM
5 1 (0.317%) SAP ERP
Communications & Networking
1 5 (1.587%) CTI
2 3 (0.952%) GSM
2 3 (0.952%) UMTS
2 3 (0.952%) Internet
3 2 (0.635%) 3G
3 2 (0.635%) HTTP
3 2 (0.635%) 2G
4 1 (0.317%) LAN
4 1 (0.317%) WAN
Database & Business Intelligence
1 35 (11.11%) SQL Server
2 31 (9.841%) Data Warehouse
3 23 (7.302%) BusinessObjects
3 23 (7.302%) SAP Data Services
4 22 (6.984%) Oracle 11g
5 21 (6.667%) MS Access
6 19 (6.032%) SQL Server Integration Services
7 13 (4.127%) SQL Server Reporting Services
8 12 (3.810%) Oracle BI EE
9 11 (3.492%) Oracle 10g
10 10 (3.175%) Oracle Reports
11 9 (2.857%) TOAD
11 9 (2.857%) Data Mining
12 8 (2.540%) SQL Server 2008
12 8 (2.540%) RDBMS
13 7 (2.222%) GIS
13 7 (2.222%) Oracle 8/8i
14 5 (1.587%) Crystal Reports
14 5 (1.587%) SQL Server Analysis Services
15 4 (1.270%) SQL Server 2005
Development Applications
1 12 (3.810%) Oracle Forms
2 9 (2.857%) Oracle APEX
3 4 (1.270%) Talend Open Studio
4 3 (0.952%) ERwin
5 2 (0.635%) Atlassian Bamboo
6 1 (0.317%) LSMW
6 1 (0.317%) ClearCase
6 1 (0.317%) Team Foundation Server
General
1 81 (25.71%) Finance
2 25 (7.937%) Marketing
3 24 (7.619%) Banking
4 20 (6.349%) Retail
5 18 (5.714%) Billing
6 5 (1.587%) Telecoms
7 4 (1.270%) Advertising
7 4 (1.270%) Publishing
7 4 (1.270%) Investment Banking
8 3 (0.952%) Games
8 3 (0.952%) Manufacturing
8 3 (0.952%) Back Office
8 3 (0.952%) Retail Banking
9 2 (0.635%) Automotive
9 2 (0.635%) Legal
9 2 (0.635%) General Ledger
10 1 (0.317%) Military
10 1 (0.317%) Pharmaceutical
10 1 (0.317%) International Banking
10 1 (0.317%) Corporate Banking
Job Titles
1 124 (39.37%) Analyst
2 82 (26.03%) Data Analyst
3 37 (11.75%) Business Analyst
4 34 (10.79%) Developer
5 33 (10.48%) Consultant
6 25 (7.937%) Project Manager
7 18 (5.714%) Architect
8 16 (5.079%) SAP Consultant
9 15 (4.762%) Data Architect
10 14 (4.444%) Data Manager
10 14 (4.444%) Data Migration Analyst
11 12 (3.810%) Data Consultant
12 11 (3.492%) Business Data Analyst
13 10 (3.175%) Administrator
14 9 (2.857%) Data Migration Manager
15 8 (2.540%) Siebel Analyst
15 8 (2.540%) Siebel Business Analyst
16 7 (2.222%) Designer
17 6 (1.905%) Migration Project Manager
17 6 (1.905%) SAP Analyst
Miscellaneous
1 12 (3.810%) NHS
2 11 (3.492%) Data Conversion
2 11 (3.492%) Data Extraction
2 11 (3.492%) Data Integration
3 10 (3.175%) Management Information System
4 8 (2.540%) FMCG
5 7 (2.222%) Reference Data
5 7 (2.222%) Statistics
6 3 (0.952%) SWIFT
6 3 (0.952%) Open Source
6 3 (0.952%) Mathematics
7 2 (0.635%) Social Media
7 2 (0.635%) EPoS
7 2 (0.635%) Replication
8 1 (0.317%) SCORM
8 1 (0.317%) NPfIT
8 1 (0.317%) Mainframe
8 1 (0.317%) PMI
8 1 (0.317%) Mobile App
8 1 (0.317%) Learning Management System
Operating Systems
1 14 (4.444%) Windows
2 6 (1.905%) Windows XP
3 3 (0.952%) Linux
4 2 (0.635%) UNIX
Processes & Methodologies
1 160 (50.79%) Migration
2 142 (45.08%) Data Migration
3 73 (23.17%) ETL
4 49 (15.56%) Data Analysis
5 46 (14.60%) Data Modelling
6 42 (13.33%) Data Mapping
7 39 (12.38%) Data Management
7 39 (12.38%) Validation
8 38 (12.06%) Business Intelligence
9 35 (11.11%) CRM
10 30 (9.524%) Data Validation
11 21 (6.667%) Data Architecture
12 20 (6.349%) Business Analysis
13 19 (6.032%) Master Data Management
13 19 (6.032%) Data Transformation
13 19 (6.032%) ERP
13 19 (6.032%) Project Management
14 17 (5.397%) Data Governance
15 16 (5.079%) User Acceptance Testing
16 15 (4.762%) GAP Analysis
Programming Languages
1 93 (29.52%) SQL
2 26 (8.254%) PL/SQL
3 15 (4.762%) VBA
4 9 (2.857%) T-SQL
5 6 (1.905%) C
6 4 (1.270%) Java
7 3 (0.952%) C#
7 3 (0.952%) R
7 3 (0.952%) PowerShell
8 2 (0.635%) VBScript
9 1 (0.317%) Python
Qualifications
1 17 (5.397%) Degree
2 8 (2.540%) Security Cleared
3 7 (2.222%) ACCA
4 6 (1.905%) SC Cleared
5 4 (1.270%) DV Cleared
6 2 (0.635%) PRINCE2 Certification
6 2 (0.635%) ITIL Certification
7 1 (0.317%) CIMA
7 1 (0.317%) PMI Certification
7 1 (0.317%) ISEB
7 1 (0.317%) Six Sigma Green Belt
Quality Assurance & Compliance
1 36 (11.43%) Data Quality
2 24 (7.619%) QA
3 2 (0.635%) Sarbanes-Oxley
3 2 (0.635%) SLA
4 1 (0.317%) ISO 9000
4 1 (0.317%) Basel II
4 1 (0.317%) HL7
System Software
1 10 (3.175%) Active Directory
2 1 (0.317%) XenApp
2 1 (0.317%) XenDesktop
Vendors
1 59 (18.73%) SAP
2 57 (18.10%) Oracle
3 39 (12.38%) Business Objects
4 29 (9.206%) Microsoft
5 15 (4.762%) Siebel
6 11 (3.492%) Cognos
7 9 (2.857%) Salesforce.com
7 9 (2.857%) Informatica
8 8 (2.540%) Teradata
9 7 (2.222%) CODA
10 5 (1.587%) IBM
11 4 (1.270%) Talend
12 3 (0.952%) ESRI
12 3 (0.952%) Mapinfo
12 3 (0.952%) JD Edwards
13 2 (0.635%) Unica
13 2 (0.635%) Eloqua
13 2 (0.635%) Cadis
13 2 (0.635%) Twitter
13 2 (0.635%) Citrix
City of London
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