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 30 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
30 Sep 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 423 407 436
Rank change year-on-year
-16 +29
Contract jobs citing Data Cleansing 187 186 164
As % of all contract IT jobs located in the UK 0.32% 0.35% 0.28%
As % of the Processes & Methodologies category 0.44% 0.48% 0.39%
Number of daily rates quoted 114 102 89
Average daily rate
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£400 £375 £408
Average daily rate % change year-on-year
+6.66% -7.97%
90% offered a daily rate of more than £225 £241 £195
10% offered a daily rate of more than £525 £575 £640
UK excluding London average daily rate £338 £325 £350
% change year-on-year
+3.84% -7.14%
Number of hourly rates quoted 2 3 3
Average hourly rate £41.19 £12.00 £45.00
Average hourly rate % change year-on-year
+243.27% -73.33%
UK excluding London average hourly rate £41.19 £12.00 £13.50
% change year-on-year
+243.27% -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
42810 39105 41583
As % of all contract IT jobs located in the UK 73.76% 74.07% 71.96%
Number of daily rates quoted 26917 24216 24104
Average daily rate £410 £400 £400
Average daily rate % change year-on-year
+2.50% -
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 £367 £365
% change year-on-year
+2.18% +0.53%
Number of hourly rates quoted 1174 1096 1554
Average hourly rate £24.00 £27.80 £30.00
Average hourly rate % change year-on-year
-13.66% -7.33%
90% offered a hourly rate of more than £12.50 £12.25 £12.50
10% offered a hourly rate of more than £52.50 £46.00 £46.00
UK excluding London average hourly rate £26.50 £30.00 £29.00
% change year-on-year
-11.66% +3.44%

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 30 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 30 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 30 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 -32 165 £400 +6.66% 23
London -7 89 £444 +4.41% 9
City of London +37 28 £428 -5.00% 6
North West +12 25 £344 -1.78% 6
Scotland +4 17 £325 - 3
South East -24 16 £278 -34.70% 2
East of England -13 12 £363 +61.11% 1
South West -22 12 £450 +36.98% 2
Manchester -3 11 £325 - 4
Cheshire +9 7 £400 +220.00% 1
Edinburgh - 7 £375 - 1
East Midlands +8 6 - -
Aberdeen +15 5 £300 -
Yorkshire -9 5 £340 +10.56% 1
Glasgow - 5 £280 - 2
Bedford +2 4 £401 +78.33%
Bristol -16 4 £338 +2.73% 1
Bedfordshire -18 4 £401 +78.33%
Hertfordshire -21 4 £325 +30.00% 1
Wiltshire - 4 £413 - 1
Berkshire +6 3 - -
Buckinghamshire +1 3 £200 - 1
Gloucestershire -18 3 £450 -
Leeds +5 2 £353 +14.63%
Surrey -5 2 - - 1
West Yorkshire -5 2 £353 +14.63%
Lancashire -22 2 - -
Kent - 2 - -
Swindon - 2 £263 -
Milton Keynes -3 1 £350 - 1

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 30 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.

1 256 (64.32%) Migration
2 219 (55.03%) Data Migration
3 134 (33.67%) SQL
4 126 (31.66%) Finance
5 101 (25.38%) Data Analysis
6 90 (22.61%) SQL Server
7 88 (22.11%) Oracle
8 84 (21.11%) SAP
9 81 (20.35%) ETL
9 81 (20.35%) Data Mapping
10 72 (18.09%) MS Excel
11 61 (15.33%) Data Modelling
11 61 (15.33%) Microsoft
12 59 (14.82%) Data Warehouse
13 57 (14.32%) CRM
13 57 (14.32%) Business Intelligence
14 53 (13.32%) Data Management
15 49 (12.31%) Validation
16 41 (10.30%) Analytical Skills
17 39 (9.80%) Data Quality
17 39 (9.80%) PL/SQL
18 34 (8.54%) SQL Server Integration Services
19 32 (8.04%) Data Architecture
19 32 (8.04%) Oracle Database
20 31 (7.79%) SQL Server 2008
20 31 (7.79%) User Acceptance Testing
21 30 (7.54%) Oracle EBS R12
21 30 (7.54%) Master Data Management
21 30 (7.54%) Stakeholder Management
22 28 (7.04%) Project Management

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 30 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 (2.01%) SAS
2 6 (1.51%) SharePoint
3 5 (1.26%) Apache Spark
4 4 (1.01%) WebLogic
5 2 (0.50%) IIS
Applications
1 72 (18.09%) MS Excel
2 10 (2.51%) MS PowerPoint
3 8 (2.01%) MS Visio
3 8 (2.01%) MS Office
4 5 (1.26%) Spreadsheet
5 1 (0.25%) MS Project
Business Applications
1 30 (7.54%) Oracle EBS R12
2 25 (6.28%) Oracle EBS
3 20 (5.03%) Dynamics CRM
4 17 (4.27%) SAP HR
4 17 (4.27%) Oracle Payables
5 13 (3.27%) Oracle Receivables
6 10 (2.51%) Oracle Applications
7 9 (2.26%) Oracle 11i
8 8 (2.01%) Oracle General Ledger
9 7 (1.76%) Oracle Assets
10 5 (1.26%) SAP Oil and Gas
10 5 (1.26%) Dynamics NAV
11 4 (1.01%) SAP PP
11 4 (1.01%) Agresso
11 4 (1.01%) SAP SD
11 4 (1.01%) SAP FI
11 4 (1.01%) SAP Payroll
12 3 (0.75%) Oracle CRM
12 3 (0.75%) Cognos TM1
12 3 (0.75%) SAP PM
Cloud Services
1 6 (1.51%) SaaS
2 5 (1.26%) Cloud Computing
2 5 (1.26%) Force.com
3 1 (0.25%) Microsoft Azure
Communications & Networking
1 3 (0.75%) MVNO
2 1 (0.25%) Internet
2 1 (0.25%) RTP
Database & Business Intelligence
1 90 (22.61%) SQL Server
2 59 (14.82%) Data Warehouse
3 34 (8.54%) SQL Server Integration Services
4 32 (8.04%) Oracle Database
5 31 (7.79%) SQL Server 2008
6 25 (6.28%) MS Access
7 18 (4.52%) Relational Database
8 16 (4.02%) Oracle BI EE
8 16 (4.02%) Oracle Database 11g
9 15 (3.77%) Data Mining
10 14 (3.52%) SQL Server Reporting Services
10 14 (3.52%) Oracle ODI
11 12 (3.02%) Big Data
12 11 (2.76%) Oracle Reports
13 8 (2.01%) Hadoop
13 8 (2.01%) SQL Server 2005
14 7 (1.76%) MySQL
15 6 (1.51%) OLTP
16 5 (1.26%) SQL Server Analysis Services
17 4 (1.01%) SQL Server 2012
Development Applications
1 16 (4.02%) Toad
2 5 (1.26%) Visual Studio
2 5 (1.26%) JMeter
2 5 (1.26%) Talend Open Studio
3 4 (1.01%) Jenkins
3 4 (1.01%) LSMW
3 4 (1.01%) QuickTest Pro
4 3 (0.75%) Git (software)
5 2 (0.50%) 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
1 126 (31.66%) Finance
2 24 (6.03%) Banking
3 18 (4.52%) Marketing
4 17 (4.27%) Retail
5 10 (2.51%) Telecoms
6 8 (2.01%) Legal
7 7 (1.76%) General Ledger
8 6 (1.51%) Local Government
9 5 (1.26%) Retail Banking
9 5 (1.26%) Billing
9 5 (1.26%) Pharmaceutical
9 5 (1.26%) Back Office
9 5 (1.26%) Publishing
10 4 (1.01%) Manufacturing
10 4 (1.01%) Investment Banking
11 3 (0.75%) Games
12 1 (0.25%) Advertising
Job Titles
1 161 (40.45%) Analyst
2 85 (21.36%) Data Analyst
3 60 (15.08%) Developer
3 60 (15.08%) Consultant
3 60 (15.08%) Business Analyst
4 36 (9.05%) Data Consultant
5 25 (6.28%) Project Manager
6 19 (4.77%) SAP Consultant
6 19 (4.77%) Data Manager
7 18 (4.52%) Migration Consultant
7 18 (4.52%) Data Migration Consultant
8 13 (3.27%) Data Migration Manager
8 13 (3.27%) Architect
9 12 (3.02%) Data Migration Analyst
10 11 (2.76%) SAP Data Consultant
11 10 (2.51%) Business Intelligence Developer
11 10 (2.51%) SAP Analyst
12 9 (2.26%) SAP Data Analyst
12 9 (2.26%) Oracle Consultant
12 9 (2.26%) Senior Analyst
Libraries, Frameworks & Software Standards
1 12 (3.02%) .NET
2 11 (2.76%) XML
3 8 (2.01%) HTML
4 5 (1.26%) Mason
4 5 (1.26%) Visualforce
5 4 (1.01%) XSD
6 3 (0.75%) XSL
6 3 (0.75%) XSLT
6 3 (0.75%) MDX
7 2 (0.50%) jQuery
7 2 (0.50%) JSON
7 2 (0.50%) JMS
7 2 (0.50%) BAPI
7 2 (0.50%) J2EE
7 2 (0.50%) SOAP
7 2 (0.50%) Web Services
7 2 (0.50%) REST
8 1 (0.25%) Regular Expression
8 1 (0.25%) AngularJS
8 1 (0.25%) SAP TM
Miscellaneous
1 41 (10.30%) Analytical Skills
2 24 (6.03%) Data Extraction
3 23 (5.78%) Data Integration
3 23 (5.78%) Data Conversion
4 16 (4.02%) Management Information System
5 13 (3.27%) NHS
6 12 (3.02%) Data Structures
7 10 (2.51%) Computer Science
8 4 (1.01%) Reference Data
8 4 (1.01%) Data Protection Act
9 3 (0.75%) Mathematics
9 3 (0.75%) FMCG
10 2 (0.50%) SWIFT
10 2 (0.50%) GIS
10 2 (0.50%) Credit Risk
11 1 (0.25%) Market Risk
11 1 (0.25%) Life Science
11 1 (0.25%) Informatics
11 1 (0.25%) LIMS
11 1 (0.25%) AS400
Operating Systems
1 7 (1.76%) UNIX
2 4 (1.01%) Linux
3 2 (0.50%) Windows
4 1 (0.25%) Windows Server 2008
4 1 (0.25%) Windows 7
Processes & Methodologies
1 256 (64.32%) Migration
2 219 (55.03%) Data Migration
3 101 (25.38%) Data Analysis
4 81 (20.35%) ETL
4 81 (20.35%) Data Mapping
5 61 (15.33%) Data Modelling
6 57 (14.32%) Business Intelligence
6 57 (14.32%) CRM
7 53 (13.32%) Data Management
8 49 (12.31%) Validation
9 32 (8.04%) Data Architecture
10 31 (7.79%) User Acceptance Testing
11 30 (7.54%) Stakeholder Management
11 30 (7.54%) Master Data Management
12 28 (7.04%) Project Management
13 27 (6.78%) ERP
14 24 (6.03%) Business Analysis
14 24 (6.03%) Analytics
15 23 (5.78%) Agile Software Development
16 21 (5.28%) Change Management
Programming Languages
1 134 (33.67%) SQL
2 39 (9.80%) PL/SQL
3 22 (5.53%) T-SQL
4 20 (5.03%) VBA
5 11 (2.76%) Java
6 9 (2.26%) ABAP
7 7 (1.76%) Shell Script
8 6 (1.51%) C
9 5 (1.26%) Scala
9 5 (1.26%) Apex Code
10 3 (0.75%) VB
11 2 (0.50%) C#
11 2 (0.50%) JavaScript
11 2 (0.50%) PowerShell
12 1 (0.25%) C++
Qualifications
1 19 (4.77%) Degree
2 17 (4.27%) Security Cleared
3 9 (2.26%) SC Cleared
4 5 (1.26%) ISTQB
5 4 (1.01%) ISTQB Advanced Certification
6 3 (0.75%) 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 39 (9.80%) Data Quality
2 16 (4.02%) QA
3 3 (0.75%) SLA
4 2 (0.50%) GxP
4 2 (0.50%) 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 (0.75%) HP Quality Center
2 1 (0.25%) Oracle EDQ
2 1 (0.25%) WMI
2 1 (0.25%) SCCM
Vendors
1 88 (22.11%) Oracle
2 84 (21.11%) SAP
3 61 (15.33%) Microsoft
4 21 (5.28%) Salesforce.com
5 20 (5.03%) Informatica
6 12 (3.02%) IBM
6 12 (3.02%) Business Objects
7 10 (2.51%) Northgate
8 8 (2.01%) Sage
9 7 (1.76%) DataFlux
10 6 (1.51%) Teradata
10 6 (1.51%) Siebel
11 5 (1.26%) BI-SAM
11 5 (1.26%) Talend
12 4 (1.01%) Marketo
12 4 (1.01%) VocaLink
12 4 (1.01%) Tableau
12 4 (1.01%) Linedata
12 4 (1.01%) Cognos
12 4 (1.01%) PeopleSoft
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Rate: competitive
Posted: 7 days ago
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Rate: competitive
Posted: 17 days ago
London
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Rate: £400 - £500 per day
Posted: 20 days ago
Manchester
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Rate: £250.00 - £300.00 per day
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