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 27 January 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
27 Jan 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 370 369 351
Rank change year-on-year
-1 -18
Contract jobs citing Data Cleansing 192 171 158
As % of all contract IT jobs located in England 0.42% 0.38% 0.38%
As % of the Processes & Methodologies category 0.55% 0.51% 0.53%
Number of daily rates quoted 125 84 95
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£425 £355 £325
Average daily rate % change year-on-year
+19.71% +9.23%
90% offered a daily rate of more than £262 £216 £220
10% offered a daily rate of more than £550 £518 £500
UK excluding London average daily rate £375 £355 £400
% change year-on-year
+5.63% -11.25%
Number of hourly rates quoted 4 3 2
Average hourly rate £26.00 £17.00 £13.00
Average hourly rate % change year-on-year
+52.94% +30.76%
90% offered a hourly rate of more than £10.75 £12.40 £11.40
10% offered a hourly rate of more than £84.30 £20.20 £14.60
UK excluding London average hourly rate £22.25 £14.13 £11.00
% change year-on-year
+57.52% +28.40%
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
34869 33282 29935
As % of all contract IT jobs located in England 75.42% 74.78% 72.69%
Number of daily rates quoted 22744 20629 18112
Average daily rate £425 £404 £400
Average daily rate % change year-on-year
+5.32% +0.87%
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 £398 £375 £363
% change year-on-year
+6.00% +3.44%
Number of hourly rates quoted 935 1056 1254
Average hourly rate £25.00 £26.50 £30.00
Average hourly rate % change year-on-year
-5.66% -11.66%
90% offered a hourly rate of more than £12.00 £12.00 £12.00
10% offered a hourly rate of more than £46.50 £45.00 £45.00
UK excluding London average hourly rate £25.25 £27.50 £31.00
% change year-on-year
-8.18% -11.29%

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 27 January 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 27 January 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 27 January 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 +27 125 £450 +26.31% 25
South East -35 25 £478 +34.50% 6
West Midlands 0 11 £325 - 3
East Midlands +14 10 £488 -
North West -14 8 £357 +19.00% 2
South West -16 7 £250 -54.02% 5
East of England -1 3 £288 -28.12% 1
Yorkshire -2 2 £219 -46.96% 2
Midlands - - - - 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 27 January 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.

1 244 (61.15%) Migration
2 209 (52.38%) Data Migration
3 151 (37.84%) SQL
4 104 (26.07%) Finance
5 95 (23.81%) SQL Server
6 93 (23.31%) ETL
7 85 (21.30%) Oracle
8 84 (21.05%) SAP
9 83 (20.80%) Data Analysis
10 65 (16.29%) Data Modelling
11 63 (15.79%) Data Warehouse
12 61 (15.29%) MS Excel
13 60 (15.04%) Data Mapping
14 57 (14.29%) Microsoft
15 55 (13.78%) CRM
15 55 (13.78%) Validation
15 55 (13.78%) Data Management
16 50 (12.53%) Analytical Skills
17 48 (12.03%) Project Management
18 46 (11.53%) PL/SQL
19 41 (10.28%) Business Intelligence
20 40 (10.03%) SQL Server Integration Services
21 35 (8.77%) Data Quality
22 33 (8.27%) Analytics
23 30 (7.52%) Master Data Management
24 29 (7.27%) Data Architecture
25 27 (6.77%) Agile Software Development
25 27 (6.77%) ERP
25 27 (6.77%) Data Validation
26 26 (6.52%) Data Conversion

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 27 January 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 6 (1.50%) SharePoint
1 6 (1.50%) SAS
1 6 (1.50%) Apache Spark
2 5 (1.25%) Elasticsearch
3 3 (0.75%) SAP Portal
3 3 (0.75%) WebLogic
4 2 (0.50%) IBM HTTP Server
4 2 (0.50%) WebSphere Application Server
4 2 (0.50%) Apache
4 2 (0.50%) WebSphere
5 1 (0.25%) Lync
5 1 (0.25%) Tomcat
5 1 (0.25%) IIS
5 1 (0.25%) ArcGIS
Applications
1 61 (15.29%) MS Excel
2 16 (4.01%) MS Office
3 13 (3.26%) Spreadsheet
4 11 (2.76%) MS PowerPoint
5 4 (1.00%) PowerPivot
6 2 (0.50%) MS Project
6 2 (0.50%) MS Visio
Business Applications
1 25 (6.27%) Oracle EBS R12
2 19 (4.76%) Dynamics CRM
3 11 (2.76%) SAP MM
4 8 (2.01%) Markit EDM
4 8 (2.01%) Cognos Business Intelligence
4 8 (2.01%) Cognos TM1
5 6 (1.50%) SAP MDM
5 6 (1.50%) SAP SD
5 6 (1.50%) Oracle Procure-to-Pay
6 5 (1.25%) SAP HR
6 5 (1.25%) SAP FI
7 4 (1.00%) Oracle ERP
7 4 (1.00%) SAP FI/CO
7 4 (1.00%) SAP CO
7 4 (1.00%) SAP PP
7 4 (1.00%) SAP ERP
7 4 (1.00%) Oracle General Ledger
7 4 (1.00%) Oracle Payables
8 3 (0.75%) Siebel Analytics
8 3 (0.75%) SAP R/3
Cloud Services
1 4 (1.00%) SaaS
2 3 (0.75%) Force.com
2 3 (0.75%) Cloud Computing
Communications & Networking
1 2 (0.50%) MVNO
2 1 (0.25%) RTP
2 1 (0.25%) SNA
Database & Business Intelligence
1 95 (23.81%) SQL Server
2 63 (15.79%) Data Warehouse
3 40 (10.03%) SQL Server Integration Services
4 19 (4.76%) SQL Server Reporting Services
5 16 (4.01%) SQL Server 2008
5 16 (4.01%) Oracle Database
6 14 (3.51%) Oracle Reports
7 13 (3.26%) MS Access
8 12 (3.01%) Relational Database
9 11 (2.76%) Oracle ODI
9 11 (2.76%) Oracle BI EE
10 10 (2.51%) SAP Data Services
11 9 (2.26%) SQL Server Analysis Services
11 9 (2.26%) Big Data
11 9 (2.26%) Hadoop
11 9 (2.26%) DataStage
12 8 (2.01%) DB2
13 7 (1.75%) Oracle Database 11g
13 7 (1.75%) Informix
14 5 (1.25%) SQL Server 2012
Development Applications
1 10 (2.51%) LSMW
2 7 (1.75%) Toad
2 7 (1.75%) JMeter
3 6 (1.50%) QuickTest Pro
4 5 (1.25%) Talend Open Studio
5 3 (0.75%) Oracle APEX
6 2 (0.50%) Visual Studio
6 2 (0.50%) Jenkins
6 2 (0.50%) Git (software)
6 2 (0.50%) Team Foundation Server
7 1 (0.25%) Maven
7 1 (0.25%) JIRA
7 1 (0.25%) Oracle Forms
7 1 (0.25%) Eclipse
7 1 (0.25%) ERwin
7 1 (0.25%) PowerDesigner
7 1 (0.25%) LoadRunner
General
1 104 (26.07%) Finance
2 14 (3.51%) Legal
3 12 (3.01%) Banking
4 11 (2.76%) Marketing
5 10 (2.51%) Back Office
6 9 (2.26%) Manufacturing
7 8 (2.01%) Telecoms
7 8 (2.01%) Retail
8 7 (1.75%) German Language
9 4 (1.00%) Publishing
9 4 (1.00%) Law
9 4 (1.00%) Pharmaceutical
9 4 (1.00%) General Ledger
10 3 (0.75%) Billing
10 3 (0.75%) Games
11 2 (0.50%) Portuguese Language
12 1 (0.25%) Local Government
12 1 (0.25%) Investment Banking
12 1 (0.25%) Spanish Language
12 1 (0.25%) Electronics
Job Titles
1 143 (35.84%) Analyst
2 100 (25.06%) Data Analyst
3 67 (16.79%) Developer
4 51 (12.78%) Consultant
5 34 (8.52%) Business Analyst
6 28 (7.02%) Data Manager
7 24 (6.02%) Data Migration Manager
8 21 (5.26%) Data Consultant
9 20 (5.01%) SAP Consultant
10 18 (4.51%) Architect
10 18 (4.51%) Project Manager
11 15 (3.76%) Data Migration Analyst
12 14 (3.51%) Migration Consultant
13 13 (3.26%) SAP Analyst
13 13 (3.26%) Data Migration Consultant
13 13 (3.26%) SAP Data Analyst
13 13 (3.26%) Senior Analyst
13 13 (3.26%) Data Architect
13 13 (3.26%) SQL Developer
14 12 (3.01%) Administrator
Libraries, Frameworks & Software Standards
1 12 (3.01%) .NET
1 12 (3.01%) HTML
2 10 (2.51%) XML
3 5 (1.25%) Lucene
4 4 (1.00%) SAP XI
4 4 (1.00%) AngularJS
5 3 (0.75%) HTML5
5 3 (0.75%) Visualforce
5 3 (0.75%) Mason
5 3 (0.75%) D3.js
6 2 (0.50%) BAPI
6 2 (0.50%) XBRL
6 2 (0.50%) XSD
6 2 (0.50%) XSL
6 2 (0.50%) XSLT
6 2 (0.50%) JSON
6 2 (0.50%) jQuery
7 1 (0.25%) Dancer
7 1 (0.25%) Catalyst
7 1 (0.25%) DBIx::Class
Miscellaneous
1 50 (12.53%) Analytical Skills
2 26 (6.52%) Data Conversion
3 24 (6.02%) Data Structures
4 21 (5.26%) Data Extraction
5 20 (5.01%) Data Integration
6 14 (3.51%) Management Information System
7 11 (2.76%) NHS
8 10 (2.51%) Foreign Exchange (FX)
9 9 (2.26%) GIS
10 8 (2.01%) Equities
10 8 (2.01%) Contract for Difference
11 7 (1.75%) Mathematics
11 7 (1.75%) Computer Science
12 6 (1.50%) FMCG
13 5 (1.25%) Reference Data
14 3 (0.75%) Statistics
14 3 (0.75%) Data Protection Act
15 2 (0.50%) Informatics
15 2 (0.50%) Economics
16 1 (0.25%) Algorithms
Operating Systems
1 20 (5.01%) UNIX
2 7 (1.75%) AIX
2 7 (1.75%) Linux
3 4 (1.00%) Windows
4 2 (0.50%) Red Hat Enterprise Linux
4 2 (0.50%) SUSE Linux Enterprise Server
5 1 (0.25%) Windows 7
5 1 (0.25%) Windows Server 2008
5 1 (0.25%) Solaris
Processes & Methodologies
1 244 (61.15%) Migration
2 209 (52.38%) Data Migration
3 93 (23.31%) ETL
4 83 (20.80%) Data Analysis
5 65 (16.29%) Data Modelling
6 60 (15.04%) Data Mapping
7 55 (13.78%) CRM
7 55 (13.78%) Validation
7 55 (13.78%) Data Management
8 48 (12.03%) Project Management
9 41 (10.28%) Business Intelligence
10 33 (8.27%) Analytics
11 30 (7.52%) Master Data Management
12 29 (7.27%) Data Architecture
13 27 (6.77%) Agile Software Development
13 27 (6.77%) ERP
13 27 (6.77%) Data Validation
14 26 (6.52%) Data Governance
15 25 (6.27%) User Acceptance Testing
16 20 (5.01%) Stakeholder Management
Programming Languages
1 151 (37.84%) SQL
2 46 (11.53%) PL/SQL
3 18 (4.51%) VBA
4 13 (3.26%) T-SQL
4 13 (3.26%) Java
5 9 (2.26%) Shell Script
6 8 (2.01%) VB
6 8 (2.01%) ABAP
6 8 (2.01%) Scala
7 5 (1.25%) JavaScript
8 3 (0.75%) Apex Code
9 2 (0.50%) AWK
9 2 (0.50%) C#
9 2 (0.50%) Python
10 1 (0.25%) R
10 1 (0.25%) C
10 1 (0.25%) Perl
10 1 (0.25%) SQR
Qualifications
1 24 (6.02%) Degree
2 14 (3.51%) Security Cleared
3 12 (3.01%) ISTQB
4 10 (2.51%) ISTQB Advanced Certification
5 8 (2.01%) SC Cleared
6 5 (1.25%) DV Cleared
7 2 (0.50%) HND
8 1 (0.25%) PMP
8 1 (0.25%) PMI Certification
Quality Assurance & Compliance
1 35 (8.77%) Data Quality
2 20 (5.01%) QA
3 4 (1.00%) GAAP
4 2 (0.50%) SLA
4 2 (0.50%) Basel III
4 2 (0.50%) CRD IV
4 2 (0.50%) COREP
4 2 (0.50%) FINREP
5 1 (0.25%) EMIR
5 1 (0.25%) FATCA
5 1 (0.25%) Solvency II
5 1 (0.25%) HL7
5 1 (0.25%) Sarbanes-Oxley
5 1 (0.25%) GxP
System Software
1 1 (0.25%) Apache Flume
1 1 (0.25%) Oracle RAC
Systems Management
1 5 (1.25%) Control-M
2 2 (0.50%) HP Quality Center
3 1 (0.25%) Oracle EDQ
3 1 (0.25%) WMI
3 1 (0.25%) SCCM
3 1 (0.25%) BMC PATROL
Vendors
1 85 (21.30%) Oracle
2 84 (21.05%) SAP
3 57 (14.29%) Microsoft
4 15 (3.76%) IBM
4 15 (3.76%) Informatica
5 12 (3.01%) Cognos
6 10 (2.51%) Salesforce.com
7 9 (2.26%) Northgate
8 8 (2.01%) Business Objects
9 6 (1.50%) Sun
9 6 (1.50%) JD Edwards
9 6 (1.50%) Siebel
9 6 (1.50%) PeopleSoft
10 5 (1.25%) Talend
11 4 (1.00%) Metastorm
11 4 (1.00%) Trillium
11 4 (1.00%) DataFlux
12 3 (0.75%) Marketo
12 3 (0.75%) Hyperion
12 3 (0.75%) Teradata
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