The table below looks at the statistics 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 24 April 2015 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 Apr 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 396 368 370
Rank change year-on-year
-28 +2
Contract jobs citing Data Cleansing 192 228 160
As % of all contract IT jobs located in England 0.38% 0.45% 0.37%
As % of the Processes & Methodologies category 0.50% 0.60% 0.49%
Number of daily rates quoted 133 130 93
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£438 £375 £400
Average daily rate % change year-on-year
+16.66% -6.25%
90% offered a daily rate of more than £313 £250 £215
10% offered a daily rate of more than £600 £508 £550
UK excluding London average daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 3 8 10
Average hourly rate £47.33 £14.13 £21.60
Average hourly rate % change year-on-year
+235.07% -34.60%
UK excluding London average hourly rate £47.33 £17.00 £18.00
% change year-on-year
+178.41% -5.55%
Data Cleansing
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38727 37841 32389
As % of all contract IT jobs located in England 76.63% 75.25% 74.06%
Number of daily rates quoted 24549 23975 19814
Average daily rate £423 £405 £413
Average daily rate % change year-on-year
+4.32% -1.81%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £580 £575 £575
UK excluding London average daily rate £393 £375 £363
% change year-on-year
+4.66% +3.44%
Number of hourly rates quoted 1124 1098 1003
Average hourly rate £29.00 £30.00 £32.00
Average hourly rate % change year-on-year
-3.33% -6.25%
90% offered a hourly rate of more than £12.00 £12.25 £13.50
10% offered a hourly rate of more than £47.50 £51.00 £54.00
UK excluding London average hourly rate £30.50 £30.50 £32.00
% change year-on-year
- -4.68%

Data Cleansing
Jobs Demand Trend in England

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.

Data Cleansing Jobs Demand Trend in England

Data Cleansing
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Cleansing across the England region.

Data Cleansing Daily Rate Trend in England

Data Cleansing
Daily Rate Histogram in England

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 24 April 2015.

Data Cleansing Daily Rate Histogram in England

Data Cleansing
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing across the England region.

Data Cleansing Hourly Rate Trend in England

Data Cleansing
Hourly Rate Histogram in England

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 24 April 2015.

Data Cleansing Hourly Rate Histogram in England

Data Cleansing
Contract Job Locations in England

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 24 April 2015. 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
London +17 119 £459 +22.33% 19
South East -35 24 £410 -3.52% 3
North West -25 16 £525 +75.00% 2
West Midlands -2 12 £463 +39.62% 2
East of England +6 6 £400 +6.66% 1
South West -5 5 £356 -10.93%
Yorkshire -17 4 - - 7
North East -2 3 £500 -
Midlands +2 1 - -
East Midlands - 1 £400 - 5
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 24 April 2015, 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.

1 225 (58.59%) Migration
2 192 (50.00%) Data Migration
3 141 (36.72%) SQL
4 121 (31.51%) Finance
5 94 (24.48%) ETL
6 82 (21.35%) SAP
7 79 (20.57%) Data Analysis
8 65 (16.93%) Data Management
8 65 (16.93%) Validation
9 61 (15.89%) Oracle
10 58 (15.10%) SQL Server
11 57 (14.84%) Project Management
12 56 (14.58%) Data Modelling
13 55 (14.32%) Microsoft
14 54 (14.06%) Business Intelligence
15 52 (13.54%) Data Warehouse
15 52 (13.54%) Analytical Skills
16 47 (12.24%) MS Excel
17 44 (11.46%) SQL Server Integration Services
17 44 (11.46%) Data Mapping
18 36 (9.38%) CRM
19 31 (8.07%) Master Data Management
20 30 (7.81%) T-SQL
21 29 (7.55%) ERP
22 28 (7.29%) Data Quality
22 28 (7.29%) Data Validation
23 26 (6.77%) Analytics
23 26 (6.77%) Data Structures
24 25 (6.51%) Data Governance
25 24 (6.25%) Foreign Exchange (FX)

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 24 April 2015, 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 Platforms
1 9 (2.34%) SAS
2 7 (1.82%) Elasticsearch
3 5 (1.30%) SharePoint
4 3 (0.78%) SAP Portal
4 3 (0.78%) Apache Spark
5 2 (0.52%) Confluence
5 2 (0.52%) WebSphere
5 2 (0.52%) IBM HTTP Server
5 2 (0.52%) WebSphere Application Server
5 2 (0.52%) Apache
6 1 (0.26%) Tomcat
6 1 (0.26%) WebLogic
6 1 (0.26%) BizTalk Server
6 1 (0.26%) Oracle Workflow
6 1 (0.26%) ArcGIS
6 1 (0.26%) Lync
Applications
1 47 (12.24%) MS Excel
2 17 (4.43%) MS Office
3 9 (2.34%) Spreadsheet
4 8 (2.08%) MS PowerPoint
5 5 (1.30%) PowerPivot
6 2 (0.52%) MS Project
7 1 (0.26%) MS Visio
Business Applications
1 24 (6.25%) Oracle EBS R12
2 18 (4.69%) Markit EDM
2 18 (4.69%) Dynamics CRM
3 17 (4.43%) SAP MM
4 11 (2.86%) SAP PP
5 8 (2.08%) SAP WM
6 7 (1.82%) SAP PM
6 7 (1.82%) SAP ERP
6 7 (1.82%) Oracle Procure-to-Pay
7 6 (1.56%) SAP MDM
8 5 (1.30%) SAP HR
8 5 (1.30%) Summit
9 4 (1.04%) Oracle Payables
9 4 (1.04%) Cognos Business Intelligence
9 4 (1.04%) Cognos TM1
9 4 (1.04%) Oracle EBS
9 4 (1.04%) SAP FI
10 3 (0.78%) SAP SD
10 3 (0.78%) SAP Payroll
10 3 (0.78%) Oracle ERP
Cloud Services
1 1 (0.26%) Cloud Computing
1 1 (0.26%) Force.com
1 1 (0.26%) Amazon AWS
1 1 (0.26%) SaaS
1 1 (0.26%) PaaS
1 1 (0.26%) FinancialForce.com
Communications & Networking
1 3 (0.78%) TCP/IP
1 3 (0.78%) Firewall
1 3 (0.78%) NAS
2 2 (0.52%) SNA
3 1 (0.26%) SMS
3 1 (0.26%) VoIP
3 1 (0.26%) FTP
3 1 (0.26%) SAN
3 1 (0.26%) Unified Communications
3 1 (0.26%) WebEx
Database & Business Intelligence
1 58 (15.10%) SQL Server
2 52 (13.54%) Data Warehouse
3 44 (11.46%) SQL Server Integration Services
4 24 (6.25%) SQL Server Reporting Services
5 14 (3.65%) SQL Server Analysis Services
5 14 (3.65%) Oracle Reports
6 13 (3.39%) Oracle BI EE
7 12 (3.13%) Relational Database
8 8 (2.08%) SQL Server 2008
8 8 (2.08%) Informix
9 7 (1.82%) RDBMS
10 6 (1.56%) Oracle ODI
10 6 (1.56%) Hadoop
10 6 (1.56%) QlikView
11 5 (1.30%) BusinessObjects
11 5 (1.30%) PostgreSQL
11 5 (1.30%) Big Data
12 4 (1.04%) Oracle Database
12 4 (1.04%) SQL Server 2012
12 4 (1.04%) Data Mining
Development Applications
1 7 (1.82%) LSMW
1 7 (1.82%) JIRA
2 3 (0.78%) Oracle APEX
2 3 (0.78%) Git (software)
2 3 (0.78%) Talend Open Studio
2 3 (0.78%) SQL Server Management Studio (SSMS)
3 2 (0.52%) Team Foundation Server
3 2 (0.52%) Subversion
4 1 (0.26%) LoadRunner
4 1 (0.26%) Maven
4 1 (0.26%) Axure RP
General
1 121 (31.51%) Finance
2 19 (4.95%) Banking
3 18 (4.69%) Back Office
4 15 (3.91%) Marketing
5 14 (3.65%) Legal
6 13 (3.39%) Portuguese Language
7 11 (2.86%) Manufacturing
8 9 (2.34%) Spanish Language
9 8 (2.08%) Retail
10 7 (1.82%) Financial Institution
10 7 (1.82%) Front Office
10 7 (1.82%) German Language
11 5 (1.30%) Telecoms
11 5 (1.30%) General Ledger
12 3 (0.78%) Publishing
13 2 (0.52%) Investment Banking
13 2 (0.52%) Law
13 2 (0.52%) Pharmaceutical
14 1 (0.26%) Automotive
14 1 (0.26%) Multimedia
Job Titles
1 133 (34.64%) Analyst
2 96 (25.00%) Data Analyst
3 61 (15.89%) Developer
4 52 (13.54%) Consultant
5 34 (8.85%) Data Manager
6 25 (6.51%) Business Analyst
7 24 (6.25%) Data Migration Manager
8 22 (5.73%) Architect
9 19 (4.95%) Data Migration Analyst
10 18 (4.69%) Project Manager
10 18 (4.69%) Data Consultant
11 17 (4.43%) SAP Manager
11 17 (4.43%) SAP Consultant
12 13 (3.39%) SAP Analyst
13 12 (3.13%) SAP Data Analyst
13 12 (3.13%) OBIEE Consultant
13 12 (3.13%) SQL Developer
14 11 (2.86%) Migration Consultant
14 11 (2.86%) ETL Developer
14 11 (2.86%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (2.34%) HTML
2 7 (1.82%) Lucene
3 5 (1.30%) XML
4 4 (1.04%) AngularJS
4 4 (1.04%) D3.js
4 4 (1.04%) HTML5
4 4 (1.04%) SAP XI
5 3 (0.78%) CGI
6 2 (0.52%) MDX
6 2 (0.52%) XBRL
6 2 (0.52%) Middleware
6 2 (0.52%) .NET
6 2 (0.52%) SOAP
7 1 (0.26%) XSL
7 1 (0.26%) CSS
7 1 (0.26%) J2EE
7 1 (0.26%) Hibernate
7 1 (0.26%) Ajax
7 1 (0.26%) Spring
7 1 (0.26%) LINQ
Miscellaneous
1 52 (13.54%) Analytical Skills
2 26 (6.77%) Data Structures
3 24 (6.25%) Foreign Exchange (FX)
4 20 (5.21%) Data Integration
5 19 (4.95%) Equities
6 17 (4.43%) Data Conversion
7 15 (3.91%) Contract for Difference
8 10 (2.60%) Management Information System
9 9 (2.34%) NHS
9 9 (2.34%) GIS
9 9 (2.34%) FMCG
10 8 (2.08%) Data Extraction
11 6 (1.56%) Reference Data
11 6 (1.56%) Mathematics
12 4 (1.04%) Fixed Income
13 3 (0.78%) Clustering
13 3 (0.78%) Derivative
14 2 (0.52%) Enterprise Software
14 2 (0.52%) Open Source
14 2 (0.52%) Social Network
Operating Systems
1 16 (4.17%) UNIX
2 8 (2.08%) AIX
2 8 (2.08%) Linux
3 6 (1.56%) Windows
4 4 (1.04%) Windows Server 2008
5 3 (0.78%) Windows 2000
5 3 (0.78%) Windows Server 2003
6 2 (0.52%) SUSE Linux Enterprise Server
6 2 (0.52%) CentOS
6 2 (0.52%) Red Hat Enterprise Linux
6 2 (0.52%) Ubuntu
7 1 (0.26%) Solaris
Processes & Methodologies
1 225 (58.59%) Migration
2 192 (50.00%) Data Migration
3 94 (24.48%) ETL
4 79 (20.57%) Data Analysis
5 65 (16.93%) Data Management
5 65 (16.93%) Validation
6 57 (14.84%) Project Management
7 56 (14.58%) Data Modelling
8 54 (14.06%) Business Intelligence
9 44 (11.46%) Data Mapping
10 36 (9.38%) CRM
11 31 (8.07%) Master Data Management
12 29 (7.55%) ERP
13 28 (7.29%) Data Validation
14 26 (6.77%) Analytics
15 25 (6.51%) Data Governance
16 23 (5.99%) Agile Software Development
17 20 (5.21%) Stakeholder Management
18 19 (4.95%) Data Architecture
19 17 (4.43%) Performance Tuning
Programming Languages
1 141 (36.72%) SQL
2 30 (7.81%) T-SQL
3 19 (4.95%) VBA
4 15 (3.91%) PL/SQL
5 12 (3.13%) Java
6 11 (2.86%) Shell Script
7 7 (1.82%) JavaScript
8 6 (1.56%) Python
9 5 (1.30%) VB
9 5 (1.30%) Scala
10 3 (0.78%) ABAP
10 3 (0.78%) VBScript
11 2 (0.52%) Bash Shell
11 2 (0.52%) AWK
11 2 (0.52%) C#
12 1 (0.26%) VB.NET
12 1 (0.26%) C
12 1 (0.26%) Perl
12 1 (0.26%) Apex Code
12 1 (0.26%) R
Qualifications
1 14 (3.65%) Degree
1 14 (3.65%) Security Cleared
2 11 (2.86%) SC Cleared
3 6 (1.56%) ISTQB
4 4 (1.04%) DV Cleared
4 4 (1.04%) ISEB
5 2 (0.52%) ISTQB Advanced Certification
5 2 (0.52%) BC Cleared
5 2 (0.52%) HND
6 1 (0.26%) PMP
6 1 (0.26%) PMI Certification
6 1 (0.26%) APMP
Quality Assurance & Compliance
1 28 (7.29%) Data Quality
2 9 (2.34%) QA
3 7 (1.82%) GAAP
4 5 (1.30%) SLA
5 4 (1.04%) EMIR
5 4 (1.04%) FATCA
6 2 (0.52%) CRD IV
6 2 (0.52%) COREP
6 2 (0.52%) FINREP
6 2 (0.52%) Solvency II
6 2 (0.52%) Basel III
System Software
1 3 (0.78%) Terminal Services
1 3 (0.78%) Active Directory
2 2 (0.52%) Apache Flume
Systems Management
1 3 (0.78%) Tivoli
2 2 (0.52%) Salt
2 2 (0.52%) Puppet
3 1 (0.26%) BMC PATROL
3 1 (0.26%) SCCM
3 1 (0.26%) HP Quality Center
3 1 (0.26%) Cisco CUCM
3 1 (0.26%) Jitterbit
3 1 (0.26%) DBAmp
Vendors
1 82 (21.35%) SAP
2 61 (15.89%) Oracle
3 55 (14.32%) Microsoft
4 12 (3.13%) Informatica
4 12 (3.13%) IBM
5 8 (2.08%) Cognos
5 8 (2.08%) Sun
6 7 (1.82%) Business Objects
7 5 (1.30%) JD Edwards
7 5 (1.30%) Northgate
8 4 (1.04%) Tableau
8 4 (1.04%) DataFlux
8 4 (1.04%) ESRI
8 4 (1.04%) Hyperion
8 4 (1.04%) Red Hat
8 4 (1.04%) Calypso
9 3 (0.78%) Salesforce.com
9 3 (0.78%) NetApp
9 3 (0.78%) VMware
9 3 (0.78%) Talend
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City of London
Interquest - IQ Public Sector
Rate: £250 - £300 per day
Posted: Yesterday
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HAYS INFORMATION TECHNOLOGY
Rate: £10.00 - £15.00 per hour + Negotiable
Posted: Yesterday
London
Templeton and Partners - SAP & UK Account
Rate: Market related
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Berkshire
Mason Frank
Rate: £250 - £400 per day
Posted: 3 days ago
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HAYS INFORMATION TECHNOLOGY
Rate: negotiable
Posted: 3 days ago
Cheadle
Computer Futures
Rate: competitive
Posted: 8 days ago
Bury St. Edmunds
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Rate: £30178 - £35662 per annum
Posted: 9 days ago
West Midlands
Nigel Frank International Limited - Newcastle
Rate: £300 - £310 per day
Posted: 10 days ago
City of London
iKonnect
Rate: £400 - £550 per day
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Rate: £400 - £500 per day
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Nigel Frank International Limited - Newcastle
Rate: £525 - £600 per day
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