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 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 400 385 408
Rank change year-on-year
-15 +23
Contract jobs citing Data Cleansing 191 171 148
As % of all contract IT jobs located in England 0.38% 0.36% 0.33%
As % of the Processes & Methodologies category 0.49% 0.47% 0.44%
Number of daily rates quoted 124 107 87
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£395 £375 £340
Average daily rate % change year-on-year
+5.33% +10.29%
90% offered a daily rate of more than £288 £250 £208
10% offered a daily rate of more than £568 £500 £525
UK excluding London average daily rate £350 £350 £308
% change year-on-year
- +13.82%
Number of hourly rates quoted 4 5 5
Average hourly rate £16.75 £15.39 £20.00
Average hourly rate % change year-on-year
+8.87% -23.07%
90% offered a hourly rate of more than £10.90 £14.50 £13.90
10% offered a hourly rate of more than £29.40 £17.50 £123.28
UK excluding London average hourly rate £15.50 £15.19 £12.00
% change year-on-year
+2.02% +26.60%
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
39339 36598 33493
As % of all contract IT jobs located in England 77.63% 76.43% 75.06%
Number of daily rates quoted 25883 23216 20586
Average daily rate £415 £405 £415
Average daily rate % change year-on-year
+2.46% -2.40%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £388 £375 £370
% change year-on-year
+3.33% +1.35%
Number of hourly rates quoted 1049 1105 1023
Average hourly rate £27.50 £26.50 £31.00
Average hourly rate % change year-on-year
+3.77% -14.51%
90% offered a hourly rate of more than £12.35 £13.00 £13.50
10% offered a hourly rate of more than £50.00 £46.00 £48.84
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 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 3 July 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 3 July 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 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
London +7 104 £410 -1.20% 18
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
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 3 July 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.

1 235 (60.57%) Migration
2 207 (53.35%) Data Migration
3 169 (43.56%) SQL
4 121 (31.19%) Finance
5 106 (27.32%) ETL
6 80 (20.62%) Data Analysis
7 79 (20.36%) SAP
8 76 (19.59%) Data Warehouse
9 73 (18.81%) Business Intelligence
10 65 (16.75%) Microsoft
11 62 (15.98%) MS Excel
12 61 (15.72%) Data Modelling
13 59 (15.21%) SQL Server
14 56 (14.43%) Validation
15 55 (14.18%) Project Management
16 54 (13.92%) Data Management
16 54 (13.92%) SQL Server Integration Services
17 53 (13.66%) Oracle
18 49 (12.63%) Analytical Skills
19 48 (12.37%) CRM
20 42 (10.82%) T-SQL
21 36 (9.28%) Dynamics CRM
21 36 (9.28%) SQL Server Reporting Services
22 35 (9.02%) Data Mapping
23 34 (8.76%) Data Quality
24 33 (8.51%) ERP
25 28 (7.22%) Data Structures
26 27 (6.96%) Analytics
27 26 (6.70%) Agile Software Development
28 25 (6.44%) Retail

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 3 July 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 14 (3.61%) SAS
2 7 (1.80%) Elasticsearch
3 6 (1.55%) SharePoint
4 3 (0.77%) Apache Spark
5 2 (0.52%) IBM HTTP Server
5 2 (0.52%) WebSphere
5 2 (0.52%) Confluence
5 2 (0.52%) WebSphere Application Server
5 2 (0.52%) IBM Notes
5 2 (0.52%) Apache
6 1 (0.26%) Tomcat
6 1 (0.26%) BizTalk Server
6 1 (0.26%) Oracle Workflow
6 1 (0.26%) Oracle Self-Service HR
Applications
1 62 (15.98%) MS Excel
2 14 (3.61%) PowerPivot
3 12 (3.09%) MS PowerPoint
3 12 (3.09%) MS Office
4 10 (2.58%) Spreadsheet
5 3 (0.77%) MS Project
5 3 (0.77%) MS Visio
6 1 (0.26%) SPSS
Business Applications
1 36 (9.28%) Dynamics CRM
2 22 (5.67%) Oracle EBS R12
3 11 (2.84%) Markit EDM
3 11 (2.84%) SAP ERP
4 9 (2.32%) SAP MM
5 8 (2.06%) SAP PP
5 8 (2.06%) SAP WM
6 7 (1.80%) Oracle EBS
6 7 (1.80%) SAP PM
6 7 (1.80%) Summit
6 7 (1.80%) Oracle Procure-to-Pay
7 5 (1.29%) SAP APO
8 4 (1.03%) Cognos TM1
8 4 (1.03%) Cognos Business Intelligence
8 4 (1.03%) Oracle General Ledger
9 3 (0.77%) Dynamics AX
9 3 (0.77%) Cognos Controller
9 3 (0.77%) SAP FI
9 3 (0.77%) Oracle Financials
9 3 (0.77%) SAP HR
Cloud Services
1 3 (0.77%) Amazon AWS
2 1 (0.26%) PaaS
2 1 (0.26%) SuccessFactors
Communications & Networking
1 3 (0.77%) Broadband
1 3 (0.77%) TCP/IP
1 3 (0.77%) Firewall
1 3 (0.77%) NAS
2 2 (0.52%) SNA
3 1 (0.26%) SAN
3 1 (0.26%) Intranet
3 1 (0.26%) SMS
3 1 (0.26%) VoIP
3 1 (0.26%) FTP
3 1 (0.26%) Unified Communications
3 1 (0.26%) Telepresence
Database & Business Intelligence
1 76 (19.59%) Data Warehouse
2 59 (15.21%) SQL Server
3 54 (13.92%) SQL Server Integration Services
4 36 (9.28%) SQL Server Reporting Services
5 20 (5.15%) SQL Server Analysis Services
6 16 (4.12%) Oracle Reports
6 16 (4.12%) Relational Database
7 15 (3.87%) Oracle BI EE
7 15 (3.87%) QlikView
8 13 (3.35%) SQL Server 2008
9 9 (2.32%) MS Access
10 8 (2.06%) Informix
10 8 (2.06%) Data Mining
11 7 (1.80%) Oracle ODI
12 6 (1.55%) SQL Server 2012
12 6 (1.55%) Hadoop
13 5 (1.29%) SQL Server 2005
13 5 (1.29%) Big Data
14 4 (1.03%) Amazon Redshift
14 4 (1.03%) Oracle Database
Development Applications
1 10 (2.58%) JIRA
2 9 (2.32%) ERwin
3 5 (1.29%) LSMW
4 3 (0.77%) Git (software)
4 3 (0.77%) SQL Server Management Studio (SSMS)
5 2 (0.52%) Oracle APEX
5 2 (0.52%) Talend Open Studio
5 2 (0.52%) Subversion
6 1 (0.26%) Maven
6 1 (0.26%) Team Foundation Server
6 1 (0.26%) Axure RP
General
1 121 (31.19%) Finance
2 25 (6.44%) Retail
3 19 (4.90%) Banking
4 15 (3.87%) Manufacturing
4 15 (3.87%) Marketing
5 13 (3.35%) Portuguese Language
6 11 (2.84%) Back Office
7 9 (2.32%) Financial Institution
7 9 (2.32%) Spanish Language
8 8 (2.06%) Legal
9 7 (1.80%) Front Office
10 6 (1.55%) General Ledger
11 4 (1.03%) Billing
11 4 (1.03%) Telecoms
12 3 (0.77%) Pharmaceutical
13 2 (0.52%) Investment Banking
13 2 (0.52%) French Language
14 1 (0.26%) Mandarin Language
14 1 (0.26%) Cantonese Language
14 1 (0.26%) Retail Banking
Job Titles
1 145 (37.37%) Analyst
2 86 (22.16%) Data Analyst
3 60 (15.46%) Developer
4 52 (13.40%) Consultant
5 32 (8.25%) Data Manager
6 26 (6.70%) Project Manager
7 25 (6.44%) Business Analyst
8 21 (5.41%) Data Consultant
9 20 (5.15%) Architect
10 19 (4.90%) Data Migration Analyst
11 18 (4.64%) SAP Manager
11 18 (4.64%) Data Migration Manager
12 13 (3.35%) OBIEE Consultant
12 13 (3.35%) SQL Developer
13 12 (3.09%) SAP Consultant
13 12 (3.09%) Test Analyst
13 12 (3.09%) ETL Developer
14 11 (2.84%) SAP Data Manager
15 9 (2.32%) Data Migration Consultant
15 9 (2.32%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (2.32%) HTML
1 9 (2.32%) .NET
2 7 (1.80%) Lucene
3 4 (1.03%) HTML5
3 4 (1.03%) D3.js
3 4 (1.03%) AngularJS
4 3 (0.77%) XML
4 3 (0.77%) CGI
5 2 (0.52%) CSS
5 2 (0.52%) GraphX
5 2 (0.52%) MDX
6 1 (0.26%) REST
6 1 (0.26%) Spring
6 1 (0.26%) SOAP
6 1 (0.26%) J2EE
6 1 (0.26%) Middleware
6 1 (0.26%) Hibernate
6 1 (0.26%) XSL
Miscellaneous
1 49 (12.63%) Analytical Skills
2 28 (7.22%) Data Structures
3 23 (5.93%) Management Information System
4 20 (5.15%) Data Integration
5 18 (4.64%) Foreign Exchange (FX)
6 15 (3.87%) NHS
7 12 (3.09%) Equities
8 10 (2.58%) Data Extraction
9 8 (2.06%) Contract for Difference
10 7 (1.80%) FMCG
11 6 (1.55%) Mathematics
12 5 (1.29%) Derivative
12 5 (1.29%) Computer Science
13 4 (1.03%) Reference Data
13 4 (1.03%) Statistics
13 4 (1.03%) Fixed Income
14 3 (0.77%) Clustering
14 3 (0.77%) GIS
14 3 (0.77%) Applied Mathematics
14 3 (0.77%) Data Conversion
Operating Systems
1 17 (4.38%) UNIX
2 8 (2.06%) AIX
2 8 (2.06%) Linux
3 5 (1.29%) Windows
4 4 (1.03%) Windows Server 2008
5 3 (0.77%) Windows 2000
5 3 (0.77%) Windows Server 2003
6 2 (0.52%) Ubuntu
6 2 (0.52%) CentOS
6 2 (0.52%) Red Hat Enterprise Linux
6 2 (0.52%) SUSE Linux Enterprise Server
Processes & Methodologies
1 235 (60.57%) Migration
2 207 (53.35%) Data Migration
3 106 (27.32%) ETL
4 80 (20.62%) Data Analysis
5 73 (18.81%) Business Intelligence
6 61 (15.72%) Data Modelling
7 56 (14.43%) Validation
8 55 (14.18%) Project Management
9 54 (13.92%) Data Management
10 48 (12.37%) CRM
11 35 (9.02%) Data Mapping
12 33 (8.51%) ERP
13 27 (6.96%) Analytics
14 26 (6.70%) Agile Software Development
15 24 (6.19%) Data Governance
16 21 (5.41%) Master Data Management
16 21 (5.41%) Stakeholder Management
17 19 (4.90%) Business Analysis
18 17 (4.38%) Data Validation
19 16 (4.12%) Asset Management
Programming Languages
1 169 (43.56%) SQL
2 42 (10.82%) T-SQL
3 14 (3.61%) PL/SQL
4 13 (3.35%) VBA
5 12 (3.09%) Java
6 11 (2.84%) Shell Script
7 8 (2.06%) JavaScript
8 5 (1.29%) C#
8 5 (1.29%) Scala
9 4 (1.03%) Python
9 4 (1.03%) PHP
10 3 (0.77%) VBScript
11 2 (0.52%) C++
11 2 (0.52%) COBOL
11 2 (0.52%) ABAP
11 2 (0.52%) Bash Shell
11 2 (0.52%) AWK
11 2 (0.52%) Spark SQL
12 1 (0.26%) X++
12 1 (0.26%) R
Qualifications
1 19 (4.90%) Degree
2 14 (3.61%) Security Cleared
3 11 (2.84%) SC Cleared
4 6 (1.55%) ISTQB
5 4 (1.03%) ISEB
6 3 (0.77%) DV Cleared
7 2 (0.52%) ISTQB Advanced Certification
7 2 (0.52%) PMI Certification
7 2 (0.52%) BC Cleared
8 1 (0.26%) APMP
8 1 (0.26%) PMP
Quality Assurance & Compliance
1 34 (8.76%) Data Quality
2 16 (4.12%) QA
3 9 (2.32%) SLA
4 8 (2.06%) GAAP
5 6 (1.55%) FATCA
5 6 (1.55%) EMIR
6 2 (0.52%) Solvency II
System Software
1 3 (0.77%) Active Directory
1 3 (0.77%) Terminal Services
2 2 (0.52%) Apache Flume
Systems Management
1 3 (0.77%) Tivoli
2 2 (0.52%) Puppet
2 2 (0.52%) Salt
3 1 (0.26%) Jitterbit
3 1 (0.26%) DBAmp
3 1 (0.26%) Cisco CUCM
3 1 (0.26%) Oracle EDQ
3 1 (0.26%) SCCM
3 1 (0.26%) HP Quality Center
Vendors
1 79 (20.36%) SAP
2 65 (16.75%) Microsoft
3 53 (13.66%) Oracle
4 21 (5.41%) IBM
5 11 (2.84%) Cognos
6 10 (2.58%) Informatica
7 8 (2.06%) Sun
8 7 (1.80%) Tableau
9 6 (1.55%) Calypso
10 4 (1.03%) Sybase
10 4 (1.03%) Red Hat
10 4 (1.03%) Cadence
10 4 (1.03%) Netezza
10 4 (1.03%) DataFlux
11 3 (0.77%) VMware
11 3 (0.77%) Salesforce.com
11 3 (0.77%) Business Objects
11 3 (0.77%) NetApp
12 2 (0.52%) Lotus
12 2 (0.52%) HP
City, London
Nigel Frank International Ltd
Rate: £200 - £400 per day
Posted: Yesterday
City, London
Arrows Group
Rate: £0.00 per annum
Posted: Yesterday
Central London / West End
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Rate: £320 - £370 per day
Posted: 3 days ago
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Posted: 3 days ago
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Hydrogen Group
Rate: £10.00 - £405.00 per day
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Posted: 9 days ago
City of London
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Rate: £200 - £400 per day
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Posted: 18 days ago
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Rate: £350 - £400 per day
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