The first table below looks at the demand 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 16 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the England region.

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
16 Apr 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 348 369 367
Rank change year-on-year
+21 -2
Contract jobs citing Data Cleansing 238 162 196
As % of all contract IT jobs located in England 0.45% 0.37% 0.35%
As % of the Processes & Methodologies category 0.62% 0.51% 0.50%
Number of daily rates quoted 137 95 120
Average daily rate £388 £395 £400
Average daily rate % change year-on-year
-1.89% -1.25%
90% offered a daily rate of more than £239 £215 £243
10% offered a daily rate of more than £511 £550 £578
UK excluding London average daily rate £410 £350 £380
% change year-on-year
+17.14% -7.89%
Number of hourly rates quoted 9 10 7
Average hourly rate £17.00 £21.60 £12.00
Average hourly rate % change year-on-year
-21.29% +80.00%
90% offered a hourly rate of more than £11.25 £14.60 £9.25
10% offered a hourly rate of more than £36.00 £163.00 £48.80
UK excluding London average hourly rate £17.00 £18.00 £11.50
% change year-on-year
-5.55% +56.52%
Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38680 32060 38909
As % of all contract IT jobs located in England 73.86% 73.00% 69.92%
Number of daily rates quoted 24376 19605 22634
Average daily rate £405 £413 £415
Average daily rate % change year-on-year
-1.81% -0.60%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £573 £575 £600
UK excluding London average daily rate £375 £361 £370
% change year-on-year
+4.02% -2.56%
Number of hourly rates quoted 1128 1017 1335
Average hourly rate £27.50 £32.00 £27.50
Average hourly rate % change year-on-year
-14.06% +16.36%
90% offered a hourly rate of more than £12.23 £13.55 £13.75
10% offered a hourly rate of more than £50.00 £54.00 £45.00
UK excluding London average hourly rate £30.00 £32.00 £27.00
% change year-on-year
-6.25% +18.51%
Data Cleansing
UK

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 16 April 2014.

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 16 April 2014.

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 16 April 2014. 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
(Click each for more statistics)
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
Find
Job
Vacancies
London +6 117 £375 -8.53% 21
South East +16 57 £425 +70.00% 14
East of England -16 22 £375 -6.25% 4
North West -8 21 £293 -35.00% 1
South West -12 14 £400 +33.33% 4
Yorkshire -25 3 £180 -57.64% 1
West Midlands -15 1 £263 +4.79%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 16 April 2014, 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.

1 248 (60.05%) Migration
2 208 (50.36%) Data Migration
3 126 (30.51%) SQL
4 121 (29.30%) SAP
5 99 (23.97%) ETL
6 97 (23.49%) Data Analysis
7 96 (23.24%) Finance
8 81 (19.61%) Data Modelling
9 78 (18.89%) Validation
10 76 (18.40%) Data Management
11 71 (17.19%) SQL Server
11 71 (17.19%) Data Quality
12 66 (15.98%) Oracle
13 53 (12.83%) Data Warehouse
14 51 (12.35%) Master Data Management
15 50 (12.11%) Data Mapping
16 48 (11.62%) Business Intelligence
17 44 (10.65%) Microsoft
18 43 (10.41%) Project Management
19 41 (9.93%) Data Architecture
20 40 (9.69%) MS Excel
21 33 (7.99%) T-SQL
22 30 (7.26%) Management Information System
22 30 (7.26%) LSMW
23 29 (7.02%) Telecoms
23 29 (7.02%) Informatica
23 29 (7.02%) Data Validation
23 29 (7.02%) SQL Server Reporting Services
23 29 (7.02%) Degree
23 29 (7.02%) Relational Database

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 16 April 2014, 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 (1.45%) SharePoint
2 4 (0.97%) Documentum
2 4 (0.97%) SAS
2 4 (0.97%) Tomcat
3 3 (0.73%) SugarCRM
3 3 (0.73%) Elasticsearch
4 2 (0.48%) Drupal
4 2 (0.48%) NetWeaver
5 1 (0.24%) MS Exchange
5 1 (0.24%) WebLogic
5 1 (0.24%) IIS
5 1 (0.24%) BizTalk Server
5 1 (0.24%) SharePoint 2010
5 1 (0.24%) Lync
5 1 (0.24%) SharePoint 2013
Applications
1 40 (9.69%) MS Excel
2 22 (5.33%) MS Project
3 17 (4.12%) Spreadsheet
4 6 (1.45%) MS PowerPoint
4 6 (1.45%) MS Office
5 1 (0.24%) FastStats
Business Applications
1 27 (6.54%) SAP FI
2 22 (5.33%) SAP CO
2 22 (5.33%) SAP FI/CO
3 16 (3.87%) SAP MM
3 16 (3.87%) SAP SD
4 13 (3.15%) Oracle EBS R12
5 11 (2.66%) Cognos TM1
6 10 (2.42%) Oracle EBS
7 9 (2.18%) SAP SRM
8 7 (1.69%) SAP PP
8 7 (1.69%) Cognos Business Intelligence
9 6 (1.45%) Oracle Payables
10 5 (1.21%) Dynamics CRM
11 4 (0.97%) Oracle Receivables
11 4 (0.97%) SAP ERP
11 4 (0.97%) SAP CRM
11 4 (0.97%) Agresso
12 3 (0.73%) SAP WM
12 3 (0.73%) Oracle General Ledger
12 3 (0.73%) SAP EHS
Cloud Services
1 1 (0.24%) Cloud Computing
1 1 (0.24%) Force.com
1 1 (0.24%) SaaS
Communications & Networking
1 14 (3.39%) SDH
1 14 (3.39%) DWDM
2 3 (0.73%) Intranet
3 2 (0.48%) Internet
3 2 (0.48%) RTP
4 1 (0.24%) SAN
Database & Business Intelligence
1 71 (17.19%) SQL Server
2 53 (12.83%) Data Warehouse
3 29 (7.02%) SQL Server Reporting Services
3 29 (7.02%) Relational Database
4 28 (6.78%) SQL Server Integration Services
5 24 (5.81%) SQL Server 2008
5 24 (5.81%) Oracle Database
6 17 (4.12%) Oracle Database 11g
7 15 (3.63%) MS Access
7 15 (3.63%) Oracle ODI
8 14 (3.39%) Oracle BI EE
9 12 (2.91%) SQL Server Analysis Services
9 12 (2.91%) BusinessObjects
9 12 (2.91%) Data Mining
10 11 (2.66%) Essbase
11 10 (2.42%) BusinessObjects XI
11 10 (2.42%) PowerCenter
12 8 (1.94%) Oracle Reports
12 8 (1.94%) OLTP
13 7 (1.69%) SQL Server 2005
Development Applications
1 30 (7.26%) LSMW
2 6 (1.45%) Toad
3 3 (0.73%) Talend Open Studio
3 3 (0.73%) Git (software)
3 3 (0.73%) Jenkins
4 2 (0.48%) SQL Server Management Studio (SSMS)
5 1 (0.24%) Eclipse
5 1 (0.24%) Ant
5 1 (0.24%) JUnit
5 1 (0.24%) Visual Studio
5 1 (0.24%) Subversion
5 1 (0.24%) Atlassian Bamboo
5 1 (0.24%) Maven
General
1 96 (23.24%) Finance
2 29 (7.02%) Telecoms
3 17 (4.12%) Banking
4 13 (3.15%) Retail
5 12 (2.91%) Marketing
6 9 (2.18%) Back Office
6 9 (2.18%) General Ledger
7 8 (1.94%) Billing
8 6 (1.45%) Manufacturing
8 6 (1.45%) Pharmaceutical
9 5 (1.21%) Publishing
10 4 (0.97%) Retail Banking
11 3 (0.73%) Advertising
12 2 (0.48%) Investment Banking
13 1 (0.24%) Aerospace
13 1 (0.24%) Legal
13 1 (0.24%) Local Government
Job Titles
1 154 (37.29%) Analyst
2 116 (28.09%) Data Analyst
3 61 (14.77%) Consultant
4 36 (8.72%) Business Analyst
5 30 (7.26%) Developer
6 29 (7.02%) Data Consultant
7 26 (6.30%) SAP Consultant
8 25 (6.05%) Data Migration Analyst
9 24 (5.81%) SAP Data Analyst
9 24 (5.81%) SAP Analyst
10 23 (5.57%) Functional Analyst
11 22 (5.33%) Project Manager
11 22 (5.33%) Data Manager
12 18 (4.36%) Data Migration Manager
13 17 (4.12%) Architect
14 15 (3.63%) Migration Consultant
14 15 (3.63%) Data Migration Consultant
15 14 (3.39%) SAP Data Consultant
16 13 (3.15%) Delivery Manager
16 13 (3.15%) Network Manager
Libraries, Frameworks & Software Standards
1 21 (5.08%) XML
2 15 (3.63%) .NET
3 7 (1.69%) MDX
4 4 (0.97%) REST
4 4 (0.97%) Apache Camel
4 4 (0.97%) Ajax
4 4 (0.97%) XSLT
5 3 (0.73%) ODBC
5 3 (0.73%) HTML
5 3 (0.73%) XSD
5 3 (0.73%) XSL
5 3 (0.73%) BAPI
5 3 (0.73%) .NET Framework
5 3 (0.73%) HTML5
6 2 (0.48%) SAP XI
6 2 (0.48%) Web Services
6 2 (0.48%) Classic ASP
6 2 (0.48%) ASP.NET
6 2 (0.48%) EDI
7 1 (0.24%) CSS
Miscellaneous
1 30 (7.26%) Management Information System
2 23 (5.57%) Data Extraction
3 21 (5.08%) Data Conversion
4 17 (4.12%) FMCG
5 16 (3.87%) NHS
6 14 (3.39%) Data Integration
7 10 (2.42%) Statistics
8 6 (1.45%) Open Source
8 6 (1.45%) Mathematics
8 6 (1.45%) Computer Science
9 3 (0.73%) Reference Data
10 2 (0.48%) SWIFT
10 2 (0.48%) Replication
10 2 (0.48%) AS400
11 1 (0.24%) Credit Risk
11 1 (0.24%) Life Science
11 1 (0.24%) Enterprise Software
Operating Systems
1 9 (2.18%) Windows
1 9 (2.18%) Linux
2 6 (1.45%) UNIX
3 1 (0.24%) Windows XP
3 1 (0.24%) Windows 7
Processes & Methodologies
1 248 (60.05%) Migration
2 208 (50.36%) Data Migration
3 99 (23.97%) ETL
4 97 (23.49%) Data Analysis
5 81 (19.61%) Data Modelling
6 78 (18.89%) Validation
7 76 (18.40%) Data Management
8 51 (12.35%) Master Data Management
9 50 (12.11%) Data Mapping
10 48 (11.62%) Business Intelligence
11 43 (10.41%) Project Management
12 41 (9.93%) Data Architecture
13 29 (7.02%) Data Validation
14 28 (6.78%) PRINCE2
15 27 (6.54%) User Acceptance Testing
16 24 (5.81%) Stakeholder Management
17 21 (5.08%) Time Management
18 19 (4.60%) Data Reconciliation
19 18 (4.36%) ERP
20 17 (4.12%) Business Analysis
Programming Languages
1 126 (30.51%) SQL
2 33 (7.99%) T-SQL
3 23 (5.57%) PL/SQL
4 10 (2.42%) VBA
5 8 (1.94%) PHP
6 6 (1.45%) Java
6 6 (1.45%) JavaScript
7 4 (0.97%) Shell Script
8 3 (0.73%) VB.NET
9 2 (0.48%) Data Mining Extensions (DMX)
9 2 (0.48%) FoxPro (VFP)
9 2 (0.48%) C
9 2 (0.48%) C#
9 2 (0.48%) ABAP
10 1 (0.24%) Python
10 1 (0.24%) Perl
10 1 (0.24%) VB
10 1 (0.24%) Apex Code
Qualifications
1 29 (7.02%) Degree
2 17 (4.12%) Security Cleared
3 4 (0.97%) SC Cleared
4 2 (0.48%) ISEB
4 2 (0.48%) ITIL Certification
5 1 (0.24%) MCDBA
5 1 (0.24%) HNC
5 1 (0.24%) Microsoft Certification
5 1 (0.24%) MCITP
Quality Assurance & Compliance
1 71 (17.19%) Data Quality
2 10 (2.42%) QA
3 2 (0.48%) Sarbanes-Oxley
3 2 (0.48%) SLA
3 2 (0.48%) GxP
System Software
1 1 (0.24%) Active Directory
1 1 (0.24%) VMware Infrastructure
Systems Management
1 7 (1.69%) HP Quality Center
2 4 (0.97%) Control-M
Vendors
1 121 (29.30%) SAP
2 66 (15.98%) Oracle
3 44 (10.65%) Microsoft
4 29 (7.02%) Informatica
5 21 (5.08%) Business Objects
6 16 (3.87%) DataFlux
7 12 (2.91%) Tableau
7 12 (2.91%) Cognos
8 11 (2.66%) IBM
9 8 (1.94%) Ab Initio
10 5 (1.21%) Primavera
10 5 (1.21%) Salesforce.com
10 5 (1.21%) Civica
11 4 (0.97%) hybris
11 4 (0.97%) Trillium
12 3 (0.73%) PeopleSoft
12 3 (0.73%) Orchard
12 3 (0.73%) Talend
13 2 (0.48%) VocaLink
13 2 (0.48%) Planview
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