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 24 October 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
24 Oct 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 401 394 444
Rank change year-on-year
-7 +50
Contract jobs citing Data Cleansing 222 189 145
As % of all contract IT jobs located in the UK 0.38% 0.36% 0.27%
As % of the Processes & Methodologies category 0.52% 0.49% 0.37%
Number of daily rates quoted 136 102 67
Average daily rate
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of your Daily Rate
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£400 £375 £340
Average daily rate % change year-on-year
+6.66% +10.29%
90% offered a daily rate of more than £225 £221 £195
10% offered a daily rate of more than £550 £586 £525
UK excluding London average daily rate £350 £327 £325
% change year-on-year
+7.11% +0.53%
Number of hourly rates quoted 7 4 4
Average hourly rate £10.50 £15.66 £29.50
Average hourly rate % change year-on-year
-32.92% -46.93%
UK excluding London average hourly rate £10.50 £15.66 £14.00
% change year-on-year
-32.92% +11.82%

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
42997 38902 39217
As % of all contract IT jobs located in the UK 73.67% 74.17% 71.98%
Number of daily rates quoted 27643 24141 22845
Average daily rate £413 £400 £400
Average daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £275 £275 £270
10% offered a daily rate of more than £585 £575 £575
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 1190 1157 1447
Average hourly rate £24.00 £26.00 £28.00
Average hourly rate % change year-on-year
-7.69% -7.14%
90% offered a hourly rate of more than £12.00 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £45.00 £45.00
UK excluding London average hourly rate £25.38 £29.00 £26.90
% change year-on-year
-12.50% +7.80%

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 24 October 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 24 October 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 24 October 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 -10 204 £403 +7.33% 48
London -12 104 £438 +9.20% 26
City of London +26 31 £438 -2.77% 3
South East -17 29 £350 -17.64% 4
North West +11 23 £350 - 7
East of England -10 17 £400 +77.77% 3
Scotland +7 13 £350 -
South West -27 13 £350 -10.08% 6
Manchester - 9 £350 - 5
Hampshire -10 8 £400 - 2
Berkshire +16 6 £575 - 1
Cheshire +10 6 £425 +240.00% 2
Glasgow - 6 £275 -
Yorkshire -2 5 £340 +10.56% 1
Oxfordshire -5 5 - -
West Midlands -18 5 £253 -11.40%
Bedford +5 4 £401 +78.33%
Bedfordshire -16 4 £401 +78.33%
Hertfordshire - 4 £325 - 1
Wiltshire - 4 £319 - 2
Edinburgh - 4 £400 -
Buckinghamshire -6 3 £200 - 1
Bristol -23 3 £338 +2.73%
Swindon - 3 £288 - 1
Southampton - 3 £400 - 1
Leeds -6 2 £353 +14.63%
Birmingham -8 2 £200 -29.82%
West Yorkshire -11 2 £353 +14.63%
Gloucestershire -17 2 £450 -
Lancashire -20 2 - -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 24 October 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 (62.33%) Migration
2 228 (53.02%) Data Migration
3 150 (34.88%) SQL
4 121 (28.14%) Finance
5 102 (23.72%) SQL Server
6 100 (23.26%) SAP
7 97 (22.56%) Data Analysis
8 93 (21.63%) ETL
9 78 (18.14%) Data Mapping
10 77 (17.91%) Oracle
11 72 (16.74%) Data Modelling
12 71 (16.51%) CRM
13 68 (15.81%) MS Excel
14 66 (15.35%) Data Warehouse
15 59 (13.72%) Data Management
16 57 (13.26%) Business Intelligence
17 55 (12.79%) Microsoft
18 50 (11.63%) Data Quality
19 48 (11.16%) Validation
20 47 (10.93%) Analytical Skills
21 46 (10.70%) PL/SQL
22 45 (10.47%) User Acceptance Testing
23 44 (10.23%) SQL Server Integration Services
24 33 (7.67%) Project Management
25 31 (7.21%) Data Architecture
26 30 (6.98%) ERP
27 29 (6.74%) Analytics
28 28 (6.51%) SQL Server 2008
29 27 (6.28%) Oracle Database
29 27 (6.28%) Stakeholder Management

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 24 October 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 (1.86%) SharePoint
2 7 (1.63%) SAS
3 5 (1.16%) Apache Spark
4 2 (0.47%) WebLogic
5 1 (0.23%) IIS
Applications
1 68 (15.81%) MS Excel
2 11 (2.56%) MS PowerPoint
3 10 (2.33%) MS Office
4 8 (1.86%) MS Visio
4 8 (1.86%) Spreadsheet
5 3 (0.70%) MS Project
Business Applications
1 23 (5.35%) Dynamics CRM
2 18 (4.19%) Oracle EBS R12
3 17 (3.95%) SAP HR
4 14 (3.26%) Oracle EBS
5 9 (2.09%) Oracle Applications
6 8 (1.86%) Oracle Payables
7 7 (1.63%) Oracle 11i
8 6 (1.40%) SAP SD
8 6 (1.40%) SAP FI
8 6 (1.40%) SAP Oil and Gas
8 6 (1.40%) Oracle General Ledger
9 5 (1.16%) Oracle Receivables
9 5 (1.16%) Oracle Assets
9 5 (1.16%) Cognos TM1
9 5 (1.16%) Cognos Business Intelligence
10 4 (0.93%) SAP PP
10 4 (0.93%) Dynamics NAV
10 4 (0.93%) SAP R/3
10 4 (0.93%) Agresso
10 4 (0.93%) SAP Payroll
Cloud Services
1 7 (1.63%) SaaS
2 6 (1.40%) Cloud Computing
2 6 (1.40%) Force.com
3 1 (0.23%) Microsoft Azure
Communications & Networking
1 3 (0.70%) MVNO
2 1 (0.23%) Internet
2 1 (0.23%) RTP
Database & Business Intelligence
1 102 (23.72%) SQL Server
2 66 (15.35%) Data Warehouse
3 44 (10.23%) SQL Server Integration Services
4 28 (6.51%) SQL Server 2008
5 27 (6.28%) Oracle Database
6 22 (5.12%) MS Access
7 16 (3.72%) SQL Server Reporting Services
8 15 (3.49%) Data Mining
9 13 (3.02%) Oracle Database 11g
9 13 (3.02%) Relational Database
10 12 (2.79%) Oracle ODI
10 12 (2.79%) Oracle BI EE
11 11 (2.56%) Big Data
12 10 (2.33%) SQL Server Analysis Services
12 10 (2.33%) DataStage
13 9 (2.09%) Oracle Reports
14 8 (1.86%) DB2
14 8 (1.86%) SQL Server 2005
14 8 (1.86%) SAP Data Services
15 7 (1.63%) Hadoop
Development Applications
1 13 (3.02%) Toad
2 7 (1.63%) JMeter
2 7 (1.63%) LSMW
2 7 (1.63%) Talend Open Studio
3 6 (1.40%) QuickTest Pro
4 4 (0.93%) Visual Studio
5 3 (0.70%) Jenkins
6 2 (0.47%) Git (software)
6 2 (0.47%) ERwin
7 1 (0.23%) JUnit
7 1 (0.23%) Oracle APEX
7 1 (0.23%) Oracle Forms
7 1 (0.23%) Eclipse
7 1 (0.23%) PowerDesigner
7 1 (0.23%) Team Foundation Server
7 1 (0.23%) Cucumber
General
1 121 (28.14%) Finance
2 23 (5.35%) Marketing
3 21 (4.88%) Banking
4 15 (3.49%) Retail
5 12 (2.79%) Legal
6 10 (2.33%) Telecoms
7 8 (1.86%) Manufacturing
8 6 (1.40%) Pharmaceutical
8 6 (1.40%) Local Government
9 5 (1.16%) General Ledger
10 4 (0.93%) Retail Banking
10 4 (0.93%) Billing
10 4 (0.93%) Investment Banking
10 4 (0.93%) Back Office
10 4 (0.93%) Publishing
11 3 (0.70%) Games
12 2 (0.47%) Advertising
12 2 (0.47%) Law
13 1 (0.23%) Electronics
Job Titles
1 175 (40.70%) Analyst
2 98 (22.79%) Data Analyst
3 69 (16.05%) Developer
4 55 (12.79%) Consultant
4 55 (12.79%) Business Analyst
5 28 (6.51%) Data Consultant
6 25 (5.81%) Project Manager
7 23 (5.35%) SAP Consultant
8 19 (4.42%) Senior Analyst
8 19 (4.42%) Data Manager
9 14 (3.26%) SAP Data Consultant
9 14 (3.26%) Data Migration Manager
10 13 (3.02%) ETL Developer
10 13 (3.02%) Architect
11 11 (2.56%) Migration Consultant
11 11 (2.56%) Team Leader
11 11 (2.56%) Senior Data Analyst
11 11 (2.56%) SAP Analyst
12 10 (2.33%) Data Migration Consultant
12 10 (2.33%) Data Migration Analyst
Libraries, Frameworks & Software Standards
1 13 (3.02%) .NET
2 12 (2.79%) XML
3 8 (1.86%) HTML
4 6 (1.40%) Mason
4 6 (1.40%) Visualforce
5 3 (0.70%) MDX
5 3 (0.70%) XSD
5 3 (0.70%) Web Services
6 2 (0.47%) REST
6 2 (0.47%) XSL
6 2 (0.47%) XSLT
6 2 (0.47%) SOAP
6 2 (0.47%) J2EE
6 2 (0.47%) jQuery
6 2 (0.47%) JMS
6 2 (0.47%) BAPI
6 2 (0.47%) JSON
7 1 (0.23%) XML Messaging
7 1 (0.23%) SAP TM
7 1 (0.23%) CSS
Miscellaneous
1 47 (10.93%) Analytical Skills
2 25 (5.81%) Data Conversion
3 24 (5.58%) Data Extraction
3 24 (5.58%) Data Integration
4 20 (4.65%) Management Information System
5 15 (3.49%) Data Structures
6 12 (2.79%) NHS
7 9 (2.09%) Computer Science
8 4 (0.93%) FMCG
8 4 (0.93%) Data Protection Act
9 3 (0.70%) Mathematics
9 3 (0.70%) Reference Data
10 2 (0.47%) SWIFT
10 2 (0.47%) GIS
11 1 (0.23%) Credit Risk
11 1 (0.23%) Market Risk
11 1 (0.23%) Social Media
11 1 (0.23%) Informatics
11 1 (0.23%) DTV
11 1 (0.23%) LIMS
Operating Systems
1 13 (3.02%) UNIX
2 3 (0.70%) Linux
3 2 (0.47%) Windows
4 1 (0.23%) Windows Server 2008
4 1 (0.23%) Windows 7
Processes & Methodologies
1 268 (62.33%) Migration
2 228 (53.02%) Data Migration
3 97 (22.56%) Data Analysis
4 93 (21.63%) ETL
5 78 (18.14%) Data Mapping
6 72 (16.74%) Data Modelling
7 71 (16.51%) CRM
8 59 (13.72%) Data Management
9 57 (13.26%) Business Intelligence
10 48 (11.16%) Validation
11 45 (10.47%) User Acceptance Testing
12 33 (7.67%) Project Management
13 31 (7.21%) Data Architecture
14 30 (6.98%) ERP
15 29 (6.74%) Analytics
16 27 (6.28%) Stakeholder Management
17 26 (6.05%) Agile Software Development
17 26 (6.05%) Master Data Management
18 23 (5.35%) Change Management
19 20 (4.65%) Data Governance
Programming Languages
1 150 (34.88%) SQL
2 46 (10.70%) PL/SQL
3 18 (4.19%) T-SQL
4 17 (3.95%) VBA
5 12 (2.79%) Java
6 10 (2.33%) ABAP
7 6 (1.40%) VB
7 6 (1.40%) C
7 6 (1.40%) Shell Script
7 6 (1.40%) Apex Code
8 5 (1.16%) Scala
9 3 (0.70%) C#
10 2 (0.47%) JavaScript
10 2 (0.47%) PowerShell
11 1 (0.23%) SQR
11 1 (0.23%) C++
Qualifications
1 18 (4.19%) Degree
2 13 (3.02%) Security Cleared
3 10 (2.33%) ISTQB
4 8 (1.86%) ISTQB Advanced Certification
5 7 (1.63%) SC Cleared
6 3 (0.70%) PRINCE2 Certification
7 1 (0.23%) ITIL Certification
7 1 (0.23%) HND
7 1 (0.23%) ISEB
7 1 (0.23%) DV Cleared
Quality Assurance & Compliance
1 50 (11.63%) Data Quality
2 24 (5.58%) QA
3 3 (0.70%) SLA
4 2 (0.47%) GxP
4 2 (0.47%) PCI DSS
5 1 (0.23%) Sarbanes-Oxley
5 1 (0.23%) GAAP
5 1 (0.23%) HL7
System Software
1 1 (0.23%) Oracle RAC
Systems Management
1 5 (1.16%) Control-M
2 3 (0.70%) HP Quality Center
3 1 (0.23%) Oracle EDQ
3 1 (0.23%) WMI
3 1 (0.23%) SCCM
Vendors
1 100 (23.26%) SAP
2 77 (17.91%) Oracle
3 55 (12.79%) Microsoft
4 23 (5.35%) Salesforce.com
5 17 (3.95%) Informatica
6 14 (3.26%) IBM
7 12 (2.79%) Business Objects
8 10 (2.33%) Northgate
9 9 (2.09%) Cognos
10 7 (1.63%) Siebel
10 7 (1.63%) Talend
11 6 (1.40%) Sage
12 5 (1.16%) PeopleSoft
12 5 (1.16%) Marketo
12 5 (1.16%) Teradata
12 5 (1.16%) BI-SAM
12 5 (1.16%) DataFlux
13 4 (0.93%) Linedata
13 4 (0.93%) Metastorm
14 3 (0.70%) Ab Initio
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Rate: £25k - 30k per year + Benefits
Posted: 1 hour ago
London
Opus Recruitment Solutions Ltd
Rate: £325 - £350 per day
Posted: 18 hours ago
Belfast
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Posted: Yesterday
London
PwC Careers in the UK
Posted: Yesterday
London
PwC Careers in the UK
Posted: Yesterday
London
PwC Careers in the UK
Posted: Yesterday
London
PwC Careers in the UK
Posted: Yesterday
Nottingham, Nottinghamshire
Reed Technology Leadership Practice
Rate: £500 - £550 per day
Posted: Yesterday
London
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Posted: Yesterday
Uxbridge, Middlesex
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Posted: Yesterday
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ARC IT Recruitment Ltd
Rate: £250 Per Day
Posted: 2 days ago
Swindon, Wiltshire
HAYS INFORMATION TECHNOLOGY
Rate: £275.00 - £300.00 per day + Negotiable
Posted: 2 days ago
London
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Rate: £250 Per Day
Posted: 2 days ago
Manchester, Lancashire
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Rate: £300 - £400 per day
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