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 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 396 369 378
Rank change year-on-year
-27 +9
Contract jobs citing Data Cleansing 205 244 187
As % of all contract IT jobs located in the UK 0.37% 0.44% 0.39%
As % of the Processes & Methodologies category 0.48% 0.59% 0.52%
Number of daily rates quoted 138 139 98
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£428 £390 £400
Average daily rate % change year-on-year
+9.61% -2.50%
90% offered a daily rate of more than £313 £250 £215
10% offered a daily rate of more than £600 £509 £550
UK excluding London average daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 5 9 10
Average hourly rate £47.33 £17.00 £21.60
Average hourly rate % change year-on-year
+178.41% -21.29%
90% offered a hourly rate of more than £15.50 £11.25 £14.60
10% offered a hourly rate of more than £93.93 £38.00 £163.00
UK excluding London average hourly rate £47.33 £17.00 £18.00
% change year-on-year
+178.41% -5.55%

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
42559 41264 35676
As % of all contract IT jobs located in the UK 76.38% 74.73% 73.57%
Number of daily rates quoted 26548 25722 21281
Average daily rate £415 £400 £408
Average daily rate % change year-on-year
+3.75% -1.84%
90% offered a daily rate of more than £283 £275 £275
10% offered a daily rate of more than £575 £563 £575
UK excluding London average daily rate £393 £375 £363
% change year-on-year
+4.66% +3.44%
Number of hourly rates quoted 1225 1158 1074
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 £12.10 £12.49 £13.50
10% offered a hourly rate of more than £47.50 £52.50 £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

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 April 2015.

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 April 2015.

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 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
England -28 192 £438 +16.66% 40
London +17 119 £459 +22.33% 20
City of London +30 31 £363 -17.14% 5
South East -35 24 £410 -3.52% 3
North West -25 16 £525 +75.00% 2
West Midlands -2 12 £463 +39.62% 2
Berkshire -18 10 £420 -4.54% 1
Manchester -16 8 £488 +62.50% 2
Reading -8 7 £423 -3.97%
East of England +6 6 £400 +6.66% 1
South West -5 5 £356 -10.93%
Scotland +7 4 £350 -9.09%
Warwickshire +3 4 £313 +19.04%
Surrey +1 4 £543 +35.62% 1
Glasgow 0 4 £350 -9.09%
Cheshire -7 4 £525 +84.21%
Southampton -7 4 £375 -25.00%
Hampshire -12 4 £375 -25.00%
Yorkshire -17 4 - - 7
West Yorkshire - 4 - - 4
Tyne and Wear +7 3 £500 -
Lancashire +6 3 - -
North East -2 3 £500 -
Bedfordshire -2 3 £320 -8.57%
West Sussex -17 3 £375 +29.31%
Bedford - 3 £320 -
Wiltshire +12 2 £325 -
Newcastle upon Tyne +11 2 - -
Cardiff +10 2 £400 - 1
Ellesmere Port -3 2 £325 +14.03%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 24 April 2015, 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.

1 254 (60.05%) Migration
2 212 (50.12%) Data Migration
3 158 (37.35%) SQL
4 139 (32.86%) Finance
5 103 (24.35%) ETL
6 89 (21.04%) SAP
7 88 (20.80%) Data Analysis
8 72 (17.02%) Validation
9 68 (16.08%) Data Management
10 64 (15.13%) SQL Server
11 63 (14.89%) Oracle
12 61 (14.42%) Data Modelling
13 60 (14.18%) Microsoft
13 60 (14.18%) Project Management
14 57 (13.48%) Analytical Skills
15 56 (13.24%) Business Intelligence
16 54 (12.77%) Data Warehouse
17 52 (12.29%) MS Excel
18 50 (11.82%) SQL Server Integration Services
18 50 (11.82%) Data Mapping
19 46 (10.87%) Data Quality
20 36 (8.51%) CRM
21 31 (7.33%) T-SQL
21 31 (7.33%) Master Data Management
22 30 (7.09%) Data Validation
22 30 (7.09%) SQL Server Reporting Services
22 30 (7.09%) ERP
23 29 (6.86%) Banking
24 27 (6.38%) Analytics
24 27 (6.38%) Data Governance

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 24 April 2015, 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 10 (2.36%) SAS
1 10 (2.36%) SharePoint
2 7 (1.65%) Elasticsearch
3 3 (0.71%) SAP Portal
3 3 (0.71%) Apache Spark
4 2 (0.47%) WebSphere
4 2 (0.47%) Lync
4 2 (0.47%) Confluence
4 2 (0.47%) IBM HTTP Server
4 2 (0.47%) WebSphere Application Server
4 2 (0.47%) Apache
5 1 (0.24%) Tomcat
5 1 (0.24%) WebLogic
5 1 (0.24%) BizTalk Server
5 1 (0.24%) Oracle Workflow
5 1 (0.24%) ArcGIS
Applications
1 52 (12.29%) MS Excel
2 22 (5.20%) MS Office
3 9 (2.13%) Spreadsheet
4 8 (1.89%) MS PowerPoint
5 5 (1.18%) MS Visio
5 5 (1.18%) PowerPivot
6 2 (0.47%) MS Project
Business Applications
1 25 (5.91%) Oracle EBS R12
2 19 (4.49%) Markit EDM
3 18 (4.26%) Dynamics CRM
4 17 (4.02%) SAP MM
5 11 (2.60%) SAP PP
6 8 (1.89%) SAP HR
6 8 (1.89%) SAP WM
7 7 (1.65%) Oracle Procure-to-Pay
7 7 (1.65%) SAP PM
7 7 (1.65%) SAP ERP
8 6 (1.42%) SAP MDM
9 5 (1.18%) Oracle EBS
9 5 (1.18%) SAP Payroll
9 5 (1.18%) Summit
10 4 (0.95%) Oracle Payables
10 4 (0.95%) Cognos TM1
10 4 (0.95%) Cognos Business Intelligence
10 4 (0.95%) Oracle ERP
10 4 (0.95%) SAP FI
11 3 (0.71%) SAP SD
Cloud Services
1 5 (1.18%) Office 365
2 1 (0.24%) Microsoft Azure
2 1 (0.24%) Amazon AWS
2 1 (0.24%) Force.com
2 1 (0.24%) SaaS
2 1 (0.24%) PaaS
2 1 (0.24%) Cloud Computing
2 1 (0.24%) FinancialForce.com
Communications & Networking
1 3 (0.71%) TCP/IP
1 3 (0.71%) Firewall
1 3 (0.71%) NAS
2 2 (0.47%) SNA
3 1 (0.24%) SAN
3 1 (0.24%) SMS
3 1 (0.24%) VoIP
3 1 (0.24%) FTP
3 1 (0.24%) Unified Communications
3 1 (0.24%) WebEx
Database & Business Intelligence
1 64 (15.13%) SQL Server
2 54 (12.77%) Data Warehouse
3 50 (11.82%) SQL Server Integration Services
4 30 (7.09%) SQL Server Reporting Services
5 15 (3.55%) SQL Server Analysis Services
6 14 (3.31%) Oracle Reports
7 13 (3.07%) Oracle BI EE
8 12 (2.84%) Relational Database
9 8 (1.89%) SQL Server 2008
9 8 (1.89%) Informix
10 7 (1.65%) RDBMS
10 7 (1.65%) Oracle ODI
11 6 (1.42%) QlikView
11 6 (1.42%) Hadoop
12 5 (1.18%) Data Mining
12 5 (1.18%) BusinessObjects
12 5 (1.18%) PostgreSQL
12 5 (1.18%) Big Data
13 4 (0.95%) Oracle Database
13 4 (0.95%) SQL Server 2012
Development Applications
1 9 (2.13%) LSMW
2 8 (1.89%) JIRA
3 4 (0.95%) Talend Open Studio
4 3 (0.71%) Git (software)
4 3 (0.71%) Oracle APEX
4 3 (0.71%) SQL Server Management Studio (SSMS)
5 2 (0.47%) Subversion
5 2 (0.47%) Team Foundation Server
6 1 (0.24%) LoadRunner
6 1 (0.24%) Axure RP
6 1 (0.24%) Maven
General
1 139 (32.86%) Finance
2 29 (6.86%) Banking
3 20 (4.73%) Back Office
4 17 (4.02%) Retail
5 15 (3.55%) Marketing
6 14 (3.31%) Legal
7 13 (3.07%) Portuguese Language
8 11 (2.60%) Manufacturing
9 9 (2.13%) Spanish Language
10 8 (1.89%) Financial Institution
11 7 (1.65%) Front Office
11 7 (1.65%) German Language
12 5 (1.18%) Telecoms
12 5 (1.18%) General Ledger
13 3 (0.71%) Publishing
13 3 (0.71%) Investment Banking
14 2 (0.47%) Law
14 2 (0.47%) Pharmaceutical
15 1 (0.24%) Automotive
15 1 (0.24%) Billing
Job Titles
1 158 (37.35%) Analyst
2 120 (28.37%) Data Analyst
3 63 (14.89%) Developer
4 53 (12.53%) Consultant
5 37 (8.75%) Data Manager
6 27 (6.38%) Business Analyst
7 25 (5.91%) Data Migration Manager
8 22 (5.20%) Architect
9 21 (4.96%) Project Manager
10 20 (4.73%) Data Migration Analyst
11 19 (4.49%) Data Consultant
12 18 (4.26%) SAP Manager
13 17 (4.02%) SAP Consultant
14 14 (3.31%) SAP Analyst
15 13 (3.07%) SAP Data Analyst
16 12 (2.84%) OBIEE Consultant
16 12 (2.84%) SQL Developer
16 12 (2.84%) SAP Data Manager
17 11 (2.60%) Migration Consultant
17 11 (2.60%) ETL Developer
Libraries, Frameworks & Software Standards
1 9 (2.13%) HTML
1 9 (2.13%) XML
2 7 (1.65%) Lucene
3 4 (0.95%) D3.js
3 4 (0.95%) AngularJS
3 4 (0.95%) HTML5
3 4 (0.95%) SAP XI
4 3 (0.71%) CGI
4 3 (0.71%) MDX
5 2 (0.47%) Middleware
5 2 (0.47%) XBRL
5 2 (0.47%) .NET
5 2 (0.47%) SOAP
6 1 (0.24%) Web Services
6 1 (0.24%) CSS
6 1 (0.24%) XSL
6 1 (0.24%) J2EE
6 1 (0.24%) Hibernate
6 1 (0.24%) Mason
6 1 (0.24%) Visualforce
Miscellaneous
1 57 (13.48%) Analytical Skills
2 27 (6.38%) Data Structures
3 24 (5.67%) Foreign Exchange (FX)
4 20 (4.73%) Data Integration
5 19 (4.49%) Equities
6 18 (4.26%) Data Conversion
7 15 (3.55%) Contract for Difference
8 11 (2.60%) Management Information System
9 10 (2.36%) Data Extraction
10 9 (2.13%) NHS
10 9 (2.13%) GIS
10 9 (2.13%) FMCG
11 6 (1.42%) Mathematics
11 6 (1.42%) Reference Data
12 4 (0.95%) Statistics
12 4 (0.95%) Fixed Income
13 3 (0.71%) Clustering
13 3 (0.71%) Enterprise Software
13 3 (0.71%) Derivative
14 2 (0.47%) Economics
Operating Systems
1 16 (3.78%) UNIX
2 8 (1.89%) AIX
2 8 (1.89%) Linux
3 6 (1.42%) Windows
4 4 (0.95%) Windows Server 2008
5 3 (0.71%) Windows 2000
5 3 (0.71%) Windows Server 2003
6 2 (0.47%) SUSE Linux Enterprise Server
6 2 (0.47%) Ubuntu
6 2 (0.47%) CentOS
6 2 (0.47%) Red Hat Enterprise Linux
7 1 (0.24%) Solaris
Processes & Methodologies
1 254 (60.05%) Migration
2 212 (50.12%) Data Migration
3 103 (24.35%) ETL
4 88 (20.80%) Data Analysis
5 72 (17.02%) Validation
6 68 (16.08%) Data Management
7 61 (14.42%) Data Modelling
8 60 (14.18%) Project Management
9 56 (13.24%) Business Intelligence
10 50 (11.82%) Data Mapping
11 36 (8.51%) CRM
12 31 (7.33%) Master Data Management
13 30 (7.09%) Data Validation
13 30 (7.09%) ERP
14 27 (6.38%) Analytics
14 27 (6.38%) Data Governance
15 23 (5.44%) Agile Software Development
15 23 (5.44%) Stakeholder Management
16 19 (4.49%) Data Architecture
17 17 (4.02%) PRINCE2
Programming Languages
1 158 (37.35%) SQL
2 31 (7.33%) T-SQL
3 19 (4.49%) VBA
4 16 (3.78%) PL/SQL
5 12 (2.84%) Java
6 11 (2.60%) Shell Script
7 7 (1.65%) JavaScript
8 6 (1.42%) Python
9 5 (1.18%) VB
9 5 (1.18%) ABAP
9 5 (1.18%) Scala
10 3 (0.71%) VBScript
11 2 (0.47%) Bash Shell
11 2 (0.47%) AWK
11 2 (0.47%) C#
12 1 (0.24%) VB.NET
12 1 (0.24%) C
12 1 (0.24%) Perl
12 1 (0.24%) FoxPro (VFP)
12 1 (0.24%) Apex Code
Qualifications
1 14 (3.31%) Security Cleared
1 14 (3.31%) Degree
2 11 (2.60%) SC Cleared
3 7 (1.65%) ISTQB
4 5 (1.18%) ISEB
5 4 (0.95%) DV Cleared
6 3 (0.71%) HND
7 2 (0.47%) ISTQB Advanced Certification
7 2 (0.47%) BC Cleared
7 2 (0.47%) PMP
7 2 (0.47%) PMI Certification
8 1 (0.24%) APMP
Quality Assurance & Compliance
1 46 (10.87%) Data Quality
2 11 (2.60%) QA
3 7 (1.65%) GAAP
4 5 (1.18%) SLA
5 4 (0.95%) EMIR
5 4 (0.95%) FATCA
6 2 (0.47%) CRD IV
6 2 (0.47%) COREP
6 2 (0.47%) FINREP
6 2 (0.47%) Solvency II
6 2 (0.47%) Basel III
System Software
1 3 (0.71%) Active Directory
1 3 (0.71%) Terminal Services
2 2 (0.47%) Apache Flume
Systems Management
1 3 (0.71%) Tivoli
2 2 (0.47%) Salt
2 2 (0.47%) Puppet
3 1 (0.24%) BMC PATROL
3 1 (0.24%) HP Quality Center
3 1 (0.24%) Cisco CUCM
3 1 (0.24%) SCCM
3 1 (0.24%) Jitterbit
3 1 (0.24%) DBAmp
Vendors
1 89 (21.04%) SAP
2 63 (14.89%) Oracle
3 60 (14.18%) Microsoft
4 12 (2.84%) IBM
4 12 (2.84%) Informatica
5 9 (2.13%) Cognos
5 9 (2.13%) Sun
6 8 (1.89%) Business Objects
7 5 (1.18%) JD Edwards
7 5 (1.18%) Tableau
7 5 (1.18%) Northgate
8 4 (0.95%) Casewise
8 4 (0.95%) DataFlux
8 4 (0.95%) Talend
8 4 (0.95%) ESRI
8 4 (0.95%) Red Hat
8 4 (0.95%) Calypso
8 4 (0.95%) Hyperion
9 3 (0.71%) NetApp
9 3 (0.71%) Salesforce.com
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