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 3 July 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
3 Jul 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 412 409 396
Rank change year-on-year
-3 -13
Contract jobs citing Data Cleansing 206 195 161
As % of all contract IT jobs located in the UK 0.37% 0.37% 0.33%
As % of the Processes & Methodologies category 0.48% 0.48% 0.44%
Number of daily rates quoted 130 117 90
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£388 £390 £338
Average daily rate % change year-on-year
-0.64% +15.55%
90% offered a daily rate of more than £275 £250 £211
10% offered a daily rate of more than £553 £525 £525
UK excluding London average daily rate £350 £350 £308
% change year-on-year
- +13.82%
Number of hourly rates quoted 5 6 5
Average hourly rate £15.50 £15.19 £20.00
Average hourly rate % change year-on-year
+2.02% -24.03%
90% offered a hourly rate of more than £11.13 £14.50 £13.90
10% offered a hourly rate of more than £28.20 £17.50 £123.28
UK excluding London average hourly rate £15.50 £15.19 £12.00
% change year-on-year
+2.02% +26.60%

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
43274 40267 36736
As % of all contract IT jobs located in the UK 77.50% 76.08% 74.60%
Number of daily rates quoted 27921 25102 22050
Average daily rate £413 £400 £410
Average daily rate % change year-on-year
+3.12% -2.43%
90% offered a daily rate of more than £288 £275 £274
10% offered a daily rate of more than £575 £572 £575
UK excluding London average daily rate £388 £375 £370
% change year-on-year
+3.33% +1.35%
Number of hourly rates quoted 1158 1185 1094
Average hourly rate £29.00 £26.50 £30.00
Average hourly rate % change year-on-year
+9.43% -11.66%
90% offered a hourly rate of more than £12.40 £13.00 £12.93
10% offered a hourly rate of more than £50.00 £47.50 £47.50
UK excluding London average hourly rate £30.00 £28.50 £30.50
% change year-on-year
+5.26% -6.55%

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 3 July 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 3 July 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 3 July 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 -15 191 £395 +5.33% 38
London +7 104 £410 -1.20% 18
City of London +6 27 £388 -13.88% 10
West Midlands +11 22 £325 -13.33% 5
South East -22 15 £600 +84.61% 3
East Midlands +3 11 £450 - 2
North West -26 10 £319 -15.00% 6
East of England -4 9 £375 -9.09% 1
South West -5 9 £318 +130.90% 2
Yorkshire -19 9 £283 -9.60% 1
Warwickshire +6 8 £313 -
Scotland -2 5 £350 -39.13% 1
Essex -10 5 £400 -8.57%
West Yorkshire -17 5 £245 - 1
Warwick - 5 £313 -
Wales +8 4 £200 -65.21%
Derbyshire -1 4 £375 -
Northampton - 4 £450 -
Northamptonshire - 4 £450 -
Berkshire +14 3 £575 +76.92%
Brentford +4 3 £390 +11.42%
Hampshire +3 3 - -
Lancashire +3 3 £300 -23.07%
Edinburgh +2 3 £350 - 1
South Wales -1 3 £188 -
Sheffield -6 3 £283 -13.07%
South Yorkshire -14 3 £283 -13.07%
Nottinghamshire - 3 - - 2
Southampton - 3 - -
East Sussex - 3 £620 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 3 July 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.

1 251 (60.05%) Migration
2 220 (52.63%) Data Migration
3 179 (42.82%) SQL
4 135 (32.30%) Finance
5 112 (26.79%) ETL
6 86 (20.57%) SAP
6 86 (20.57%) Data Analysis
7 78 (18.66%) Data Warehouse
8 75 (17.94%) Business Intelligence
9 68 (16.27%) Microsoft
10 67 (16.03%) MS Excel
11 64 (15.31%) Data Modelling
12 62 (14.83%) SQL Server
13 60 (14.35%) Validation
14 59 (14.11%) Project Management
15 58 (13.88%) SQL Server Integration Services
16 57 (13.64%) Data Management
17 55 (13.16%) Oracle
17 55 (13.16%) Analytical Skills
18 48 (11.48%) CRM
19 42 (10.05%) T-SQL
20 40 (9.57%) Data Mapping
20 40 (9.57%) Data Quality
21 39 (9.33%) SQL Server Reporting Services
22 36 (8.61%) Dynamics CRM
22 36 (8.61%) ERP
23 29 (6.94%) Data Structures
24 28 (6.70%) Retail
24 28 (6.70%) Analytics
25 26 (6.22%) Data Governance

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 3 July 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 14 (3.35%) SAS
2 9 (2.15%) SharePoint
3 7 (1.67%) Elasticsearch
4 3 (0.72%) Apache Spark
5 2 (0.48%) IBM HTTP Server
5 2 (0.48%) WebSphere
5 2 (0.48%) Confluence
5 2 (0.48%) WebSphere Application Server
5 2 (0.48%) IBM Notes
5 2 (0.48%) Apache
6 1 (0.24%) Tomcat
6 1 (0.24%) BizTalk Server
6 1 (0.24%) Oracle Workflow
6 1 (0.24%) Oracle Self-Service HR
Applications
1 67 (16.03%) MS Excel
2 15 (3.59%) MS Office
3 14 (3.35%) PowerPivot
4 13 (3.11%) MS PowerPoint
5 10 (2.39%) Spreadsheet
6 6 (1.44%) MS Visio
7 3 (0.72%) MS Project
8 1 (0.24%) SPSS
Business Applications
1 36 (8.61%) Dynamics CRM
2 24 (5.74%) Oracle EBS R12
3 12 (2.87%) Markit EDM
3 12 (2.87%) SAP ERP
4 9 (2.15%) SAP MM
4 9 (2.15%) Oracle EBS
5 8 (1.91%) SAP PP
5 8 (1.91%) SAP WM
5 8 (1.91%) Oracle Procure-to-Pay
6 7 (1.67%) Summit
6 7 (1.67%) SAP PM
7 5 (1.20%) SAP APO
7 5 (1.20%) SAP HR
8 4 (0.96%) SAP FI
8 4 (0.96%) Cognos TM1
8 4 (0.96%) Oracle ERP
8 4 (0.96%) Oracle Applications
8 4 (0.96%) Oracle General Ledger
8 4 (0.96%) Cognos Controller
8 4 (0.96%) Cognos Business Intelligence
Cloud Services
1 3 (0.72%) Amazon AWS
2 2 (0.48%) Office 365
3 1 (0.24%) SuccessFactors
3 1 (0.24%) PaaS
Communications & Networking
1 3 (0.72%) Broadband
1 3 (0.72%) TCP/IP
1 3 (0.72%) Firewall
1 3 (0.72%) NAS
2 2 (0.48%) SNA
3 1 (0.24%) SAN
3 1 (0.24%) Intranet
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%) Telepresence
Database & Business Intelligence
1 78 (18.66%) Data Warehouse
2 62 (14.83%) SQL Server
3 58 (13.88%) SQL Server Integration Services
4 39 (9.33%) SQL Server Reporting Services
5 21 (5.02%) SQL Server Analysis Services
6 16 (3.83%) Oracle Reports
6 16 (3.83%) Relational Database
7 15 (3.59%) Oracle BI EE
7 15 (3.59%) QlikView
8 13 (3.11%) SQL Server 2008
9 10 (2.39%) MS Access
10 8 (1.91%) Data Mining
10 8 (1.91%) Informix
10 8 (1.91%) Oracle ODI
11 6 (1.44%) SQL Server 2012
11 6 (1.44%) Hadoop
12 5 (1.20%) SQL Server 2005
12 5 (1.20%) Big Data
13 4 (0.96%) Oracle Database
13 4 (0.96%) Amazon Redshift
Development Applications
1 11 (2.63%) JIRA
2 9 (2.15%) ERwin
3 6 (1.44%) LSMW
4 3 (0.72%) Git (software)
4 3 (0.72%) SQL Server Management Studio (SSMS)
5 2 (0.48%) Oracle APEX
5 2 (0.48%) Talend Open Studio
5 2 (0.48%) Subversion
6 1 (0.24%) Maven
6 1 (0.24%) Team Foundation Server
6 1 (0.24%) Axure RP
General
1 135 (32.30%) Finance
2 28 (6.70%) Retail
3 23 (5.50%) Banking
4 15 (3.59%) Manufacturing
4 15 (3.59%) Marketing
5 13 (3.11%) Portuguese Language
5 13 (3.11%) Back Office
6 10 (2.39%) Financial Institution
7 9 (2.15%) Spanish Language
8 8 (1.91%) Legal
9 7 (1.67%) Front Office
10 6 (1.44%) General Ledger
11 4 (0.96%) Billing
11 4 (0.96%) Telecoms
12 3 (0.72%) Pharmaceutical
13 2 (0.48%) Investment Banking
13 2 (0.48%) French Language
14 1 (0.24%) Greek Language
14 1 (0.24%) Mandarin Language
14 1 (0.24%) Cantonese Language
Job Titles
1 164 (39.23%) Analyst
2 103 (24.64%) Data Analyst
3 61 (14.59%) Developer
4 55 (13.16%) Consultant
5 34 (8.13%) Data Manager
6 28 (6.70%) Project Manager
7 26 (6.22%) Business Analyst
8 22 (5.26%) Data Consultant
9 20 (4.78%) Architect
10 19 (4.55%) SAP Manager
10 19 (4.55%) Data Migration Analyst
10 19 (4.55%) Data Migration Manager
11 14 (3.35%) SQL Developer
12 13 (3.11%) SAP Consultant
12 13 (3.11%) Test Analyst
12 13 (3.11%) OBIEE Consultant
13 12 (2.87%) SAP Data Manager
13 12 (2.87%) ETL Developer
14 10 (2.39%) Migration Consultant
15 9 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (2.15%) HTML
1 9 (2.15%) .NET
2 7 (1.67%) Lucene
3 5 (1.20%) XML
4 4 (0.96%) HTML5
4 4 (0.96%) D3.js
4 4 (0.96%) AngularJS
5 3 (0.72%) CGI
6 2 (0.48%) CSS
6 2 (0.48%) GraphX
6 2 (0.48%) MDX
7 1 (0.24%) REST
7 1 (0.24%) Spring
7 1 (0.24%) SOAP
7 1 (0.24%) Web Services
7 1 (0.24%) J2EE
7 1 (0.24%) Middleware
7 1 (0.24%) Hibernate
7 1 (0.24%) XSL
Miscellaneous
1 55 (13.16%) Analytical Skills
2 29 (6.94%) Data Structures
3 24 (5.74%) Management Information System
4 21 (5.02%) Data Integration
5 18 (4.31%) Foreign Exchange (FX)
6 15 (3.59%) NHS
7 12 (2.87%) Equities
8 11 (2.63%) Data Extraction
9 8 (1.91%) Contract for Difference
10 7 (1.67%) FMCG
11 6 (1.44%) Mathematics
12 5 (1.20%) Derivative
12 5 (1.20%) Computer Science
13 4 (0.96%) Reference Data
13 4 (0.96%) Data Conversion
13 4 (0.96%) Statistics
13 4 (0.96%) Fixed Income
14 3 (0.72%) Clustering
14 3 (0.72%) GIS
14 3 (0.72%) Applied Mathematics
Operating Systems
1 17 (4.07%) UNIX
2 8 (1.91%) AIX
2 8 (1.91%) Linux
3 5 (1.20%) Windows
4 4 (0.96%) Windows Server 2008
5 3 (0.72%) Windows 2000
5 3 (0.72%) Windows Server 2003
6 2 (0.48%) Ubuntu
6 2 (0.48%) CentOS
6 2 (0.48%) Red Hat Enterprise Linux
6 2 (0.48%) SUSE Linux Enterprise Server
Processes & Methodologies
1 251 (60.05%) Migration
2 220 (52.63%) Data Migration
3 112 (26.79%) ETL
4 86 (20.57%) Data Analysis
5 75 (17.94%) Business Intelligence
6 64 (15.31%) Data Modelling
7 60 (14.35%) Validation
8 59 (14.11%) Project Management
9 57 (13.64%) Data Management
10 48 (11.48%) CRM
11 40 (9.57%) Data Mapping
12 36 (8.61%) ERP
13 28 (6.70%) Analytics
14 26 (6.22%) Data Governance
14 26 (6.22%) Stakeholder Management
14 26 (6.22%) Agile Software Development
15 22 (5.26%) Master Data Management
16 19 (4.55%) Business Analysis
17 18 (4.31%) Data Validation
18 16 (3.83%) User Acceptance Testing
Programming Languages
1 179 (42.82%) SQL
2 42 (10.05%) T-SQL
3 16 (3.83%) VBA
4 14 (3.35%) PL/SQL
5 12 (2.87%) Java
6 11 (2.63%) Shell Script
7 8 (1.91%) JavaScript
8 5 (1.20%) C#
8 5 (1.20%) Scala
9 4 (0.96%) Python
9 4 (0.96%) PHP
10 3 (0.72%) VBScript
10 3 (0.72%) ABAP
11 2 (0.48%) Bash Shell
11 2 (0.48%) AWK
11 2 (0.48%) C++
11 2 (0.48%) COBOL
11 2 (0.48%) Spark SQL
12 1 (0.24%) VB.NET
12 1 (0.24%) X++
Qualifications
1 20 (4.78%) Degree
2 14 (3.35%) Security Cleared
3 11 (2.63%) SC Cleared
4 7 (1.67%) ISTQB
5 5 (1.20%) ISEB
6 3 (0.72%) PMI Certification
6 3 (0.72%) DV Cleared
7 2 (0.48%) BC Cleared
7 2 (0.48%) PMP
7 2 (0.48%) ISTQB Advanced Certification
8 1 (0.24%) APMP
8 1 (0.24%) HND
Quality Assurance & Compliance
1 40 (9.57%) Data Quality
2 18 (4.31%) QA
3 9 (2.15%) SLA
4 8 (1.91%) GAAP
5 6 (1.44%) FATCA
5 6 (1.44%) EMIR
6 2 (0.48%) Solvency II
System Software
1 3 (0.72%) Active Directory
1 3 (0.72%) Terminal Services
2 2 (0.48%) Apache Flume
Systems Management
1 3 (0.72%) Tivoli
2 2 (0.48%) Puppet
2 2 (0.48%) Salt
3 1 (0.24%) Jitterbit
3 1 (0.24%) DBAmp
3 1 (0.24%) Cisco CUCM
3 1 (0.24%) Oracle EDQ
3 1 (0.24%) SCCM
3 1 (0.24%) HP Quality Center
Vendors
1 86 (20.57%) SAP
2 68 (16.27%) Microsoft
3 55 (13.16%) Oracle
4 21 (5.02%) IBM
5 12 (2.87%) Cognos
6 10 (2.39%) Informatica
7 9 (2.15%) Sun
8 8 (1.91%) Tableau
9 6 (1.44%) Calypso
10 4 (0.96%) Sybase
10 4 (0.96%) Red Hat
10 4 (0.96%) Cadence
10 4 (0.96%) Netezza
10 4 (0.96%) DataFlux
11 3 (0.72%) VMware
11 3 (0.72%) Salesforce.com
11 3 (0.72%) Business Objects
11 3 (0.72%) NetApp
12 2 (0.48%) Lotus
12 2 (0.48%) HP
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