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 February 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 Feb 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 389 345 352
Rank change year-on-year
-44 +7
Contract jobs citing Data Cleansing 182 212 168
As % of all contract IT jobs located in England 0.38% 0.46% 0.41%
As % of the Processes & Methodologies category 0.50% 0.61% 0.56%
Number of daily rates quoted 133 112 95
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£438 £375 £338
Average daily rate % change year-on-year
+16.66% +11.11%
90% offered a daily rate of more than £275 £214 £217
10% offered a daily rate of more than £575 £519 £518
UK excluding London average daily rate £375 £400 £325
% change year-on-year
-6.25% +23.07%
Number of hourly rates quoted 0 2 6
Average hourly rate - £16.13 £22.00
Average hourly rate % change year-on-year
- -26.70%
UK excluding London average hourly rate - £24.38 £22.00
% change year-on-year
- +10.79%
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
36276 34482 29909
As % of all contract IT jobs located in England 76.17% 75.38% 73.44%
Number of daily rates quoted 23210 21106 18166
Average daily rate £425 £408 £400
Average daily rate % change year-on-year
+4.29% +1.87%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 964 1079 1107
Average hourly rate £28.19 £27.50 £30.00
Average hourly rate % change year-on-year
+2.50% -8.33%
90% offered a hourly rate of more than £12.00 £12.33 £12.35
10% offered a hourly rate of more than £49.50 £47.50 £51.50
UK excluding London average hourly rate £30.00 £27.50 £31.50
% change year-on-year
+9.09% -12.69%

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 February 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
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 February 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 -1 128 £475 +26.66% 15
South East -54 19 £400 -1.84% 7
West Midlands -1 9 £313 -3.84% 3
North West -18 8 £363 +7.40% 2
East Midlands +3 5 £438 -
East of England -1 5 £320 -30.81% 2
South West -25 4 £413 -8.33%
North East -3 2 - -
Yorkshire -10 2 £219 -46.96% 4
Midlands - - - -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 27 February 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.

1 241 (62.11%) Migration
2 205 (52.84%) Data Migration
3 130 (33.51%) SQL
4 113 (29.12%) Finance
5 84 (21.65%) ETL
6 83 (21.39%) SAP
7 79 (20.36%) SQL Server
8 72 (18.56%) Data Analysis
9 71 (18.30%) Oracle
10 63 (16.24%) Data Modelling
11 62 (15.98%) Data Management
12 59 (15.21%) Microsoft
12 59 (15.21%) Project Management
13 54 (13.92%) MS Excel
14 51 (13.14%) Validation
15 50 (12.89%) Data Warehouse
16 49 (12.63%) Data Mapping
17 47 (12.11%) Analytical Skills
18 42 (10.82%) CRM
19 37 (9.54%) PL/SQL
19 37 (9.54%) Business Intelligence
20 36 (9.28%) Data Quality
21 35 (9.02%) SQL Server Integration Services
22 34 (8.76%) Master Data Management
23 32 (8.25%) Data Architecture
24 26 (6.70%) Stakeholder Management
24 26 (6.70%) Analytics
25 25 (6.44%) Data Governance
25 25 (6.44%) Oracle EBS R12
25 25 (6.44%) Data Validation

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 27 February 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 7 (1.80%) Elasticsearch
2 6 (1.55%) SAS
3 4 (1.03%) SharePoint
4 3 (0.77%) SAP Portal
5 2 (0.52%) Apache Spark
5 2 (0.52%) IBM HTTP Server
5 2 (0.52%) WebSphere
5 2 (0.52%) WebSphere Application Server
5 2 (0.52%) Apache
6 1 (0.26%) Tomcat
6 1 (0.26%) WebLogic
6 1 (0.26%) IIS
6 1 (0.26%) ArcGIS
6 1 (0.26%) Lync
Applications
1 54 (13.92%) MS Excel
2 17 (4.38%) MS Office
3 10 (2.58%) Spreadsheet
4 9 (2.32%) MS PowerPoint
5 5 (1.29%) PowerPivot
6 3 (0.77%) MS Project
7 2 (0.52%) MS Visio
Business Applications
1 25 (6.44%) Oracle EBS R12
2 17 (4.38%) SAP MM
3 14 (3.61%) Dynamics CRM
4 12 (3.09%) Markit EDM
5 11 (2.84%) SAP PP
6 9 (2.32%) Cognos Business Intelligence
6 9 (2.32%) Cognos TM1
7 8 (2.06%) SAP WM
8 7 (1.80%) SAP PM
9 6 (1.55%) SAP MDM
9 6 (1.55%) Oracle Procure-to-Pay
10 4 (1.03%) SAP FI
10 4 (1.03%) SAP HR
10 4 (1.03%) SAP SD
11 3 (0.77%) SAP R/3
11 3 (0.77%) Oracle EBS
11 3 (0.77%) SAP FI/CO
11 3 (0.77%) Oracle ERP
11 3 (0.77%) Summit
11 3 (0.77%) SAP CO
Cloud Services
1 4 (1.03%) SaaS
2 3 (0.77%) Cloud Computing
2 3 (0.77%) Force.com
3 1 (0.26%) PaaS
Communications & Networking
1 2 (0.52%) TCP/IP
1 2 (0.52%) SNA
1 2 (0.52%) Firewall
1 2 (0.52%) NAS
2 1 (0.26%) Unified Communications
2 1 (0.26%) SAN
2 1 (0.26%) VoIP
Database & Business Intelligence
1 79 (20.36%) SQL Server
2 50 (12.89%) Data Warehouse
3 35 (9.02%) SQL Server Integration Services
4 15 (3.87%) SQL Server Reporting Services
4 15 (3.87%) SQL Server 2008
5 13 (3.35%) Oracle Reports
6 10 (2.58%) SQL Server Analysis Services
7 9 (2.32%) Oracle Database
8 8 (2.06%) Oracle ODI
8 8 (2.06%) Informix
9 7 (1.80%) MS Access
9 7 (1.80%) DB2
9 7 (1.80%) Oracle BI EE
9 7 (1.80%) Relational Database
9 7 (1.80%) SAP Data Services
10 6 (1.55%) DataStage
11 5 (1.29%) Hadoop
11 5 (1.29%) RDBMS
11 5 (1.29%) BusinessObjects
11 5 (1.29%) SQL Server 2012
Development Applications
1 8 (2.06%) LSMW
2 7 (1.80%) JMeter
3 6 (1.55%) Toad
3 6 (1.55%) QuickTest Pro
4 5 (1.29%) Talend Open Studio
5 3 (0.77%) Oracle APEX
6 2 (0.52%) JIRA
6 2 (0.52%) Team Foundation Server
7 1 (0.26%) Axure RP
7 1 (0.26%) LoadRunner
7 1 (0.26%) PowerDesigner
7 1 (0.26%) ERwin
7 1 (0.26%) Oracle Forms
7 1 (0.26%) Maven
General
1 113 (29.12%) Finance
2 17 (4.38%) Banking
3 13 (3.35%) Legal
3 13 (3.35%) Back Office
3 13 (3.35%) Portuguese Language
4 11 (2.84%) Marketing
5 10 (2.58%) Manufacturing
6 8 (2.06%) Telecoms
7 7 (1.80%) German Language
8 6 (1.55%) Retail
9 4 (1.03%) Publishing
9 4 (1.03%) Law
9 4 (1.03%) Pharmaceutical
9 4 (1.03%) Financial Institution
10 3 (0.77%) General Ledger
11 2 (0.52%) Billing
11 2 (0.52%) Investment Banking
12 1 (0.26%) Multimedia
12 1 (0.26%) Advertising
12 1 (0.26%) Electronics
Job Titles
1 138 (35.57%) Analyst
2 97 (25.00%) Data Analyst
3 62 (15.98%) Developer
4 44 (11.34%) Consultant
5 31 (7.99%) Data Manager
6 28 (7.22%) Business Analyst
7 26 (6.70%) Data Migration Manager
8 19 (4.90%) Data Migration Analyst
8 19 (4.90%) Data Consultant
9 18 (4.64%) SAP Consultant
9 18 (4.64%) Architect
10 17 (4.38%) Project Manager
11 13 (3.35%) Test Analyst
11 13 (3.35%) Data Architect
12 12 (3.09%) Senior Analyst
12 12 (3.09%) Functional Consultant
12 12 (3.09%) Migration Consultant
12 12 (3.09%) SQL Developer
12 12 (3.09%) SAP Data Analyst
12 12 (3.09%) SAP Analyst
Libraries, Frameworks & Software Standards
1 15 (3.87%) HTML
2 8 (2.06%) .NET
2 8 (2.06%) XML
3 7 (1.80%) Lucene
4 4 (1.03%) HTML5
4 4 (1.03%) D3.js
4 4 (1.03%) AngularJS
4 4 (1.03%) SAP XI
5 3 (0.77%) Oracle GoldenGate
5 3 (0.77%) Mason
5 3 (0.77%) Visualforce
6 2 (0.52%) XBRL
6 2 (0.52%) Middleware
7 1 (0.26%) Hibernate
7 1 (0.26%) XSL
7 1 (0.26%) J2EE
7 1 (0.26%) CSS
7 1 (0.26%) SOAP
7 1 (0.26%) Dancer
7 1 (0.26%) Catalyst
Miscellaneous
1 47 (12.11%) Analytical Skills
2 22 (5.67%) Data Structures
2 22 (5.67%) Data Conversion
3 16 (4.12%) Data Extraction
3 16 (4.12%) Foreign Exchange (FX)
4 15 (3.87%) Data Integration
5 14 (3.61%) Management Information System
6 12 (3.09%) Contract for Difference
6 12 (3.09%) Equities
7 9 (2.32%) NHS
7 9 (2.32%) GIS
8 8 (2.06%) FMCG
9 6 (1.55%) Mathematics
10 5 (1.29%) Reference Data
11 2 (0.52%) Computer Science
11 2 (0.52%) Social Network
11 2 (0.52%) Informatics
11 2 (0.52%) Open Source
11 2 (0.52%) Derivative
11 2 (0.52%) Statistics
Operating Systems
1 16 (4.12%) UNIX
2 8 (2.06%) AIX
3 5 (1.29%) Windows
4 4 (1.03%) Linux
5 3 (0.77%) Windows Server 2008
6 2 (0.52%) Red Hat Enterprise Linux
6 2 (0.52%) SUSE Linux Enterprise Server
6 2 (0.52%) Windows 2000
6 2 (0.52%) Windows Server 2003
7 1 (0.26%) Solaris
Processes & Methodologies
1 241 (62.11%) Migration
2 205 (52.84%) Data Migration
3 84 (21.65%) ETL
4 72 (18.56%) Data Analysis
5 63 (16.24%) Data Modelling
6 62 (15.98%) Data Management
7 59 (15.21%) Project Management
8 51 (13.14%) Validation
9 49 (12.63%) Data Mapping
10 42 (10.82%) CRM
11 37 (9.54%) Business Intelligence
12 34 (8.76%) Master Data Management
13 32 (8.25%) Data Architecture
14 26 (6.70%) Analytics
14 26 (6.70%) Stakeholder Management
15 25 (6.44%) Data Governance
15 25 (6.44%) Data Validation
16 24 (6.19%) ERP
16 24 (6.19%) User Acceptance Testing
17 20 (5.15%) Agile Software Development
Programming Languages
1 130 (33.51%) SQL
2 37 (9.54%) PL/SQL
3 15 (3.87%) VBA
4 12 (3.09%) Java
5 11 (2.84%) T-SQL
6 8 (2.06%) VB
7 6 (1.55%) Shell Script
8 4 (1.03%) Scala
8 4 (1.03%) ABAP
8 4 (1.03%) JavaScript
9 3 (0.77%) Apex Code
10 2 (0.52%) AWK
10 2 (0.52%) Python
10 2 (0.52%) C#
10 2 (0.52%) VBScript
11 1 (0.26%) C
11 1 (0.26%) Perl
11 1 (0.26%) SQR
11 1 (0.26%) R
Qualifications
1 15 (3.87%) Degree
1 15 (3.87%) Security Cleared
2 12 (3.09%) ISTQB
3 10 (2.58%) ISTQB Advanced Certification
3 10 (2.58%) SC Cleared
4 5 (1.29%) DV Cleared
5 4 (1.03%) VCP4
6 2 (0.52%) HND
7 1 (0.26%) PMP
7 1 (0.26%) PMI Certification
Quality Assurance & Compliance
1 36 (9.28%) Data Quality
2 15 (3.87%) QA
3 8 (2.06%) GAAP
4 4 (1.03%) SLA
5 2 (0.52%) FATCA
5 2 (0.52%) EMIR
5 2 (0.52%) CRD IV
5 2 (0.52%) COREP
5 2 (0.52%) FINREP
5 2 (0.52%) Basel III
5 2 (0.52%) Solvency II
6 1 (0.26%) HL7
System Software
1 2 (0.52%) Active Directory
1 2 (0.52%) Terminal Services
1 2 (0.52%) Apache Flume
2 1 (0.26%) Oracle RAC
Systems Management
1 5 (1.29%) Control-M
2 2 (0.52%) HP Quality Center
2 2 (0.52%) Tivoli
3 1 (0.26%) BMC PATROL
3 1 (0.26%) Cisco CUCM
3 1 (0.26%) Oracle EDQ
Vendors
1 83 (21.39%) SAP
2 71 (18.30%) Oracle
3 59 (15.21%) Microsoft
4 16 (4.12%) Informatica
5 15 (3.87%) Cognos
6 14 (3.61%) IBM
7 10 (2.58%) Northgate
7 10 (2.58%) Sun
8 9 (2.32%) Salesforce.com
9 7 (1.80%) Business Objects
10 5 (1.29%) PeopleSoft
10 5 (1.29%) DataFlux
10 5 (1.29%) Talend
11 4 (1.03%) JD Edwards
12 3 (0.77%) Hyperion
12 3 (0.77%) Metastorm
12 3 (0.77%) Marketo
12 3 (0.77%) Tableau
13 2 (0.52%) Eloqua
13 2 (0.52%) Pardot
London
Westbourne Partners
Rate: From £350 to £480 per day
Posted: 2 days ago
England
Hays IT - Uk Posting account
Rate: £400.00 per day
Posted: 2 days ago
West Yorkshire
Rullion IT Plus
Posted: 5 days ago
Milton Keynes, Buckinghamshire
Hays Finance Technology
Rate: £250.00 - £325.00 per annum
Posted: 5 days ago
Cambridge
Nigel Frank International Limited - Newcastle
Rate: £300 - £400 per day
Posted: 6 days ago
Manchester, Lancashire
Spring Technology
Rate: £0.30 - £0.40 per day
Posted: 6 days ago
London
HFG
Rate: £450 - £460 per day
Posted: 9 days ago
Leeds, West Yorkshire
Leeds Beckett
Rate: Grade 6 £32,277 - £36,309
Posted: 12 days ago
Manchester
Real Staffing
Rate: £300 - £350 per day
Posted: 18 days ago
London
HFG
Rate: £450 - £460 per day
Posted: 23 days ago
London
Venn Group - UK
Rate: 350-400 Per Day
Posted: 24 days ago