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 November 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 Nov 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 382 406 416
Rank change year-on-year
+24 +10
Contract jobs citing Data Cleansing 237 172 154
As % of all contract IT jobs located in the UK 0.42% 0.34% 0.30%
As % of the Processes & Methodologies category 0.57% 0.46% 0.42%
Number of daily rates quoted 151 85 79
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£400 £350 £350
Average daily rate % change year-on-year
+14.28% -
90% offered a daily rate of more than £238 £225 £225
10% offered a daily rate of more than £538 £565 £525
UK excluding London average daily rate £363 £325 £364
% change year-on-year
+11.76% -10.65%
Number of hourly rates quoted 9 4 3
Average hourly rate £10.50 £17.50 £11.00
Average hourly rate % change year-on-year
-40.00% +59.09%
90% offered a hourly rate of more than £10.10 £14.42 £7.80
10% offered a hourly rate of more than £49.80 £19.40 £13.40
UK excluding London average hourly rate £10.50 £17.50 £12.50
% change year-on-year
-40.00% +40.00%

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
41873 37624 36372
As % of all contract IT jobs located in the UK 73.63% 73.75% 71.37%
Number of daily rates quoted 27230 23353 21214
Average daily rate £420 £400 £400
Average daily rate % change year-on-year
+5.00% -
90% offered a daily rate of more than £275 £273 £270
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £388 £363 £370
% change year-on-year
+6.89% -2.02%
Number of hourly rates quoted 1164 1139 1463
Average hourly rate £25.00 £25.00 £30.00
Average hourly rate % change year-on-year
- -16.66%
90% offered a hourly rate of more than £12.00 £12.50 £12.50
10% offered a hourly rate of more than £47.50 £45.00 £45.00
UK excluding London average hourly rate £25.00 £27.50 £30.00
% change year-on-year
-9.09% -8.33%

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 27 November 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 November 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 November 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 +27 212 £421 +20.35% 30
London -1 111 £425 +13.33% 20
South East -7 39 £470 +34.28% 5
City of London +31 28 £438 - 9
North West +8 19 £350 +16.66% 1
Scotland +9 17 £350 +7.69% 3
South West -26 13 £288 -12.48% 1
East Midlands +10 10 £488 +178.57% 1
Manchester - 10 £350 - 1
West Midlands -12 9 £350 +22.80%
East of England -14 9 £550 +144.44% 1
Edinburgh -3 8 £350 +7.69% 2
Hampshire -25 8 £400 - 1
Cheshire +6 6 £383 +41.66%
Berkshire +3 6 £550 +57.14%
Glasgow - 6 £250 -
Solihull +5 4 £400 -
Buckinghamshire -9 4 £275 - 1
Swindon - 4 £231 -
Wiltshire - 4 £231 -
Surrey -10 3 £448 +23.44% 1
Somerset - 3 £275 -
Kent - 3 - -
Birmingham -5 2 £200 -29.82%
Milton Keynes -16 2 £369 - 1
Yorkshire -13 1 - -
Wales -31 1 £400 -
Hertfordshire - 1 £200 - 1
Dorset - 1 - -
East Sussex - - - -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 27 November 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.

1 268 (60.91%) Migration
2 219 (49.77%) Data Migration
3 154 (35.00%) SQL
4 114 (25.91%) Finance
5 104 (23.64%) SAP
6 101 (22.95%) Data Analysis
7 95 (21.59%) ETL
8 94 (21.36%) SQL Server
9 76 (17.27%) Oracle
9 76 (17.27%) Data Modelling
9 76 (17.27%) Data Mapping
10 73 (16.59%) CRM
11 68 (15.45%) MS Excel
12 62 (14.09%) Data Management
13 57 (12.95%) Data Warehouse
14 52 (11.82%) Validation
15 51 (11.59%) Data Quality
16 50 (11.36%) Analytical Skills
17 49 (11.14%) Microsoft
18 44 (10.00%) Business Intelligence
19 42 (9.55%) PL/SQL
20 41 (9.32%) SQL Server Integration Services
21 37 (8.41%) User Acceptance Testing
21 37 (8.41%) Project Management
22 36 (8.18%) Analytics
23 34 (7.73%) Data Conversion
24 31 (7.05%) Data Architecture
25 29 (6.59%) Master Data Management
25 29 (6.59%) ERP
26 27 (6.14%) Data Integration

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 27 November 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 (1.82%) SharePoint
2 7 (1.59%) SAS
3 5 (1.14%) Apache Spark
4 3 (0.68%) SAP Portal
5 2 (0.45%) WebLogic
6 1 (0.23%) ArcGIS
6 1 (0.23%) IIS
6 1 (0.23%) Lync
Applications
1 68 (15.45%) MS Excel
2 17 (3.86%) MS Office
3 13 (2.95%) MS PowerPoint
4 10 (2.27%) Spreadsheet
5 6 (1.36%) MS Visio
6 2 (0.45%) PowerPivot
6 2 (0.45%) MS Project
Business Applications
1 22 (5.00%) Dynamics CRM
2 19 (4.32%) SAP HR
3 11 (2.50%) Oracle EBS R12
4 7 (1.59%) SAP MDM
4 7 (1.59%) Oracle EBS
4 7 (1.59%) SAP SD
5 6 (1.36%) SAP Oil and Gas
5 6 (1.36%) SAP FI
5 6 (1.36%) SAP MM
5 6 (1.36%) SAP Payroll
6 5 (1.14%) Cognos TM1
6 5 (1.14%) Cognos Business Intelligence
7 4 (0.91%) Dynamics NAV
7 4 (0.91%) SAP ERP
7 4 (0.91%) Markit EDM
7 4 (0.91%) Oracle Payables
7 4 (0.91%) SAP R/3
7 4 (0.91%) SAP CRM
7 4 (0.91%) SAP FI/CO
7 4 (0.91%) SAP CO
Cloud Services
1 6 (1.36%) SaaS
2 5 (1.14%) Cloud Computing
2 5 (1.14%) Force.com
Communications & Networking
1 3 (0.68%) MVNO
2 1 (0.23%) RTP
2 1 (0.23%) Internet
Database & Business Intelligence
1 94 (21.36%) SQL Server
2 57 (12.95%) Data Warehouse
3 41 (9.32%) SQL Server Integration Services
4 20 (4.55%) Oracle Database
5 19 (4.32%) MS Access
6 18 (4.09%) SQL Server Reporting Services
7 16 (3.64%) SQL Server 2008
8 13 (2.95%) Oracle BI EE
8 13 (2.95%) Oracle ODI
9 11 (2.50%) Data Mining
9 11 (2.50%) Relational Database
9 11 (2.50%) Oracle Database 11g
10 10 (2.27%) SQL Server Analysis Services
10 10 (2.27%) SAP Data Services
10 10 (2.27%) Oracle Reports
10 10 (2.27%) DataStage
11 8 (1.82%) DB2
12 7 (1.59%) Big Data
13 6 (1.36%) SQL Server 2005
13 6 (1.36%) Hadoop
Development Applications
1 9 (2.05%) LSMW
2 8 (1.82%) Toad
3 7 (1.59%) JMeter
4 6 (1.36%) Talend Open Studio
4 6 (1.36%) QuickTest Pro
5 3 (0.68%) Jenkins
6 2 (0.45%) Oracle APEX
6 2 (0.45%) Git (software)
6 2 (0.45%) Team Foundation Server
6 2 (0.45%) Visual Studio
7 1 (0.23%) Eclipse
7 1 (0.23%) Oracle Forms
7 1 (0.23%) JUnit
7 1 (0.23%) ERwin
7 1 (0.23%) PowerDesigner
7 1 (0.23%) Cucumber
General
1 114 (25.91%) Finance
2 24 (5.45%) Banking
3 19 (4.32%) Retail
4 17 (3.86%) Marketing
5 16 (3.64%) Legal
6 10 (2.27%) Telecoms
7 8 (1.82%) Manufacturing
8 7 (1.59%) Publishing
8 7 (1.59%) German Language
9 6 (1.36%) Local Government
9 6 (1.36%) Pharmaceutical
10 5 (1.14%) Back Office
11 4 (0.91%) Billing
11 4 (0.91%) Law
12 3 (0.68%) Games
12 3 (0.68%) Investment Banking
13 2 (0.45%) Retail Banking
13 2 (0.45%) General Ledger
13 2 (0.45%) Advertising
14 1 (0.23%) Electronics
Job Titles
1 175 (39.77%) Analyst
2 112 (25.45%) Data Analyst
3 61 (13.86%) Developer
4 54 (12.27%) Consultant
5 49 (11.14%) Business Analyst
6 26 (5.91%) Data Consultant
7 25 (5.68%) SAP Consultant
8 20 (4.55%) Project Manager
9 17 (3.86%) Senior Analyst
10 16 (3.64%) Data Manager
10 16 (3.64%) Architect
11 14 (3.18%) Data Migration Analyst
12 13 (2.95%) Migration Consultant
12 13 (2.95%) Administrator
12 13 (2.95%) Data Architect
13 12 (2.73%) Data Migration Consultant
13 12 (2.73%) SAP Data Consultant
14 11 (2.50%) SAP Analyst
14 11 (2.50%) Data Migration Manager
14 11 (2.50%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 13 (2.95%) XML
2 12 (2.73%) .NET
3 9 (2.05%) HTML
4 5 (1.14%) Mason
4 5 (1.14%) Visualforce
5 4 (0.91%) SAP XI
6 3 (0.68%) XSD
7 2 (0.45%) JSON
7 2 (0.45%) jQuery
7 2 (0.45%) REST
7 2 (0.45%) XSL
7 2 (0.45%) XSLT
7 2 (0.45%) CSS
7 2 (0.45%) SOAP
7 2 (0.45%) Web Services
7 2 (0.45%) BAPI
8 1 (0.23%) XML Messaging
8 1 (0.23%) EDI
8 1 (0.23%) JMS
8 1 (0.23%) J2EE
Miscellaneous
1 50 (11.36%) Analytical Skills
2 34 (7.73%) Data Conversion
3 27 (6.14%) Data Integration
4 23 (5.23%) Data Extraction
5 18 (4.09%) Management Information System
6 17 (3.86%) Data Structures
7 12 (2.73%) NHS
8 9 (2.05%) Computer Science
9 5 (1.14%) GIS
9 5 (1.14%) Foreign Exchange (FX)
9 5 (1.14%) Mathematics
10 4 (0.91%) Data Protection Act
10 4 (0.91%) Contract for Difference
10 4 (0.91%) Equities
11 3 (0.68%) FMCG
11 3 (0.68%) Reference Data
11 3 (0.68%) Statistics
12 2 (0.45%) Economics
12 2 (0.45%) SWIFT
13 1 (0.23%) PACS
Operating Systems
1 14 (3.18%) UNIX
2 4 (0.91%) Linux
3 3 (0.68%) Windows
4 1 (0.23%) Windows Server 2008
4 1 (0.23%) Windows 7
Processes & Methodologies
1 268 (60.91%) Migration
2 219 (49.77%) Data Migration
3 101 (22.95%) Data Analysis
4 95 (21.59%) ETL
5 76 (17.27%) Data Modelling
5 76 (17.27%) Data Mapping
6 73 (16.59%) CRM
7 62 (14.09%) Data Management
8 52 (11.82%) Validation
9 44 (10.00%) Business Intelligence
10 37 (8.41%) User Acceptance Testing
10 37 (8.41%) Project Management
11 36 (8.18%) Analytics
12 31 (7.05%) Data Architecture
13 29 (6.59%) Master Data Management
13 29 (6.59%) ERP
14 26 (5.91%) Data Validation
14 26 (5.91%) Data Governance
14 26 (5.91%) Stakeholder Management
15 24 (5.45%) Change Management
Programming Languages
1 154 (35.00%) SQL
2 42 (9.55%) PL/SQL
3 19 (4.32%) VBA
4 13 (2.95%) T-SQL
5 12 (2.73%) ABAP
6 10 (2.27%) Java
7 7 (1.59%) VB
8 6 (1.36%) Shell Script
9 5 (1.14%) Scala
9 5 (1.14%) Apex Code
10 4 (0.91%) C
11 3 (0.68%) JavaScript
12 2 (0.45%) PowerShell
12 2 (0.45%) C#
12 2 (0.45%) Python
13 1 (0.23%) Perl
13 1 (0.23%) SQR
Qualifications
1 19 (4.32%) Degree
2 10 (2.27%) ISTQB
2 10 (2.27%) Security Cleared
3 8 (1.82%) ISTQB Advanced Certification
4 4 (0.91%) SC Cleared
5 3 (0.68%) PRINCE2 Certification
6 2 (0.45%) DV Cleared
6 2 (0.45%) HND
7 1 (0.23%) ISEB
Quality Assurance & Compliance
1 51 (11.59%) Data Quality
2 22 (5.00%) QA
3 2 (0.45%) SLA
3 2 (0.45%) GxP
4 1 (0.23%) Sarbanes-Oxley
4 1 (0.23%) GAAP
4 1 (0.23%) PCI DSS
4 1 (0.23%) HL7
System Software
1 1 (0.23%) Oracle RAC
Systems Management
1 5 (1.14%) Control-M
2 3 (0.68%) HP Quality Center
3 1 (0.23%) Oracle EDQ
3 1 (0.23%) WMI
3 1 (0.23%) SCCM
Vendors
1 104 (23.64%) SAP
2 76 (17.27%) Oracle
3 49 (11.14%) Microsoft
4 20 (4.55%) Salesforce.com
5 18 (4.09%) Informatica
6 14 (3.18%) Business Objects
7 10 (2.27%) Northgate
7 10 (2.27%) IBM
8 9 (2.05%) Cognos
9 8 (1.82%) Siebel
10 6 (1.36%) Talend
10 6 (1.36%) PeopleSoft
11 5 (1.14%) Marketo
12 4 (0.91%) DataFlux
12 4 (0.91%) Hyperion
12 4 (0.91%) Trillium
12 4 (0.91%) Metastorm
12 4 (0.91%) Teradata
13 3 (0.68%) Sage
13 3 (0.68%) Eloqua
Edinburgh, Midlothian
Search Consultancy
Rate: DOE
Posted: 20 hours ago
City, London
Eames Consulting
Posted: Yesterday
London
Hydrogen Group
Rate: £300.00 - £400.00 per day
Posted: Yesterday
City, London
Red10
Rate: £400 - £500 per day
Posted: Yesterday
South East
G2 Recruitment Solutions Ltd.
Rate: £Neg
Posted: Yesterday
London
Mason Frank
Rate: £150 - £250 per day
Posted: 2 days ago
London
Sanderson
Rate: £700 - £750 per day
Posted: 2 days ago
City, London
LEXSTRA
Rate: £500 per day
Posted: 2 days ago
Surrey
Oliver James Associates
Rate: £400 - £500 per day
Posted: 5 days ago
Scotland
MRP Global
Rate: excellent rates & full expenses
Posted: 6 days ago
England
MRP Global
Rate: excellent rates & full expenses
Posted: 6 days ago
Oxfordshire
Mason Frank
Rate: £550 - £650 per day
Posted: 9 days ago
City of London
Mason Frank
Rate: £110 - £150 per day
Posted: 16 days ago
City of London
Nigel Frank International Limited - Newcastle
Posted: 21 days ago
UK
Collingwood Associates
Rate: £450 - £500+ per day
Posted: 22 days ago