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 25 November 2014 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
25 Nov 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 394 387 411
Rank change year-on-year
-7 +24
Contract jobs citing Data Cleansing 207 166 138
As % of all contract IT jobs located in England 0.40% 0.35% 0.29%
As % of the Processes & Methodologies category 0.54% 0.47% 0.40%
Number of daily rates quoted 133 85 71
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£423 £350 £335
Average daily rate % change year-on-year
+20.71% +4.63%
90% offered a daily rate of more than £240 £225 £200
10% offered a daily rate of more than £550 £575 £500
UK excluding London average daily rate £370 £325 £350
% change year-on-year
+13.69% -7.14%
Number of hourly rates quoted 9 4 2
Average hourly rate £10.50 £17.50 £10.50
Average hourly rate % change year-on-year
-40.00% +66.66%
90% offered a hourly rate of more than £10.10 £14.42 £7.70
10% offered a hourly rate of more than £49.80 £19.40 £13.30
UK excluding London average hourly rate £10.50 £17.50 £14.00
% change year-on-year
-40.00% +25.00%
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
38381 35201 34450
As % of all contract IT jobs located in England 73.77% 74.24% 72.09%
Number of daily rates quoted 25332 22260 20459
Average daily rate £425 £401 £403
Average daily rate % change year-on-year
+6.11% -0.49%
90% offered a daily rate of more than £280 £275 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £385 £363 £370
% change year-on-year
+6.20% -2.02%
Number of hourly rates quoted 1110 1040 1365
Average hourly rate £24.00 £27.50 £30.00
Average hourly rate % change year-on-year
-12.72% -8.33%
90% offered a hourly rate of more than £11.77 £12.50 £12.50
10% offered a hourly rate of more than £47.50 £45.00 £46.00
UK excluding London average hourly rate £25.00 £29.40 £29.00
% change year-on-year
-14.96% +1.37%

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 25 November 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 25 November 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 25 November 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
(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 +4 108 £425 +13.33% 19
South East -7 39 £470 +34.28% 7
North West +10 19 £350 +7.69% 2
South West -23 12 £294 -10.57% 3
East Midlands +1 9 £488 +178.57% 1
West Midlands -9 9 £350 +22.80% 1
East of England -11 9 £550 +144.44% 1
Yorkshire -11 1 - -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 25 November 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.

1 232 (58.88%) Migration
2 194 (49.24%) Data Migration
3 139 (35.28%) SQL
4 99 (25.13%) Finance
5 93 (23.60%) Data Analysis
6 87 (22.08%) SQL Server
7 85 (21.57%) SAP
8 82 (20.81%) ETL
9 74 (18.78%) Oracle
10 73 (18.53%) Data Mapping
11 72 (18.27%) CRM
12 65 (16.50%) MS Excel
13 64 (16.24%) Data Modelling
14 57 (14.47%) Data Warehouse
15 50 (12.69%) Validation
16 49 (12.44%) Data Management
16 49 (12.44%) Microsoft
17 46 (11.68%) Analytical Skills
18 41 (10.41%) Business Intelligence
19 40 (10.15%) PL/SQL
20 36 (9.14%) Project Management
20 36 (9.14%) User Acceptance Testing
20 36 (9.14%) SQL Server Integration Services
21 34 (8.63%) Data Quality
22 33 (8.38%) Analytics
23 31 (7.87%) Data Conversion
24 29 (7.36%) Data Architecture
25 27 (6.85%) Master Data Management
25 27 (6.85%) ERP
26 25 (6.35%) Data Validation

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 25 November 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 7 (1.78%) SharePoint
1 7 (1.78%) SAS
2 5 (1.27%) Apache Spark
3 3 (0.76%) SAP Portal
4 2 (0.51%) WebLogic
5 1 (0.25%) IIS
5 1 (0.25%) Lync
Applications
1 65 (16.50%) MS Excel
2 16 (4.06%) MS Office
3 13 (3.30%) MS PowerPoint
4 10 (2.54%) Spreadsheet
5 6 (1.52%) MS Visio
6 2 (0.51%) PowerPivot
6 2 (0.51%) MS Project
Business Applications
1 22 (5.58%) Dynamics CRM
2 11 (2.79%) Oracle EBS R12
3 7 (1.78%) Oracle EBS
3 7 (1.78%) SAP SD
4 6 (1.52%) SAP HR
4 6 (1.52%) SAP FI
4 6 (1.52%) SAP MM
4 6 (1.52%) SAP MDM
5 5 (1.27%) Cognos TM1
5 5 (1.27%) Cognos Business Intelligence
6 4 (1.02%) Oracle Payables
6 4 (1.02%) SAP CO
6 4 (1.02%) SAP FI/CO
7 3 (0.76%) Oracle CRM
7 3 (0.76%) Oracle ERP
7 3 (0.76%) Oracle Applications
7 3 (0.76%) SAP CRM
7 3 (0.76%) SAP R/3
7 3 (0.76%) SAP PP
7 3 (0.76%) Dynamics NAV
Cloud Services
1 6 (1.52%) SaaS
2 5 (1.27%) Force.com
2 5 (1.27%) Cloud Computing
Communications & Networking
1 3 (0.76%) MVNO
2 1 (0.25%) Internet
2 1 (0.25%) RTP
Database & Business Intelligence
1 87 (22.08%) SQL Server
2 57 (14.47%) Data Warehouse
3 36 (9.14%) SQL Server Integration Services
4 19 (4.82%) Oracle Database
5 18 (4.57%) MS Access
6 17 (4.31%) SQL Server 2008
7 14 (3.55%) SQL Server Reporting Services
8 12 (3.05%) Oracle BI EE
8 12 (3.05%) Oracle ODI
9 11 (2.79%) Relational Database
10 10 (2.54%) SAP Data Services
10 10 (2.54%) Oracle Database 11g
10 10 (2.54%) DataStage
10 10 (2.54%) Oracle Reports
11 9 (2.28%) Data Mining
12 8 (2.03%) DB2
13 7 (1.78%) Big Data
14 6 (1.52%) Hadoop
14 6 (1.52%) SQL Server 2005
15 5 (1.27%) SQL Server Analysis Services
Development Applications
1 8 (2.03%) Toad
2 7 (1.78%) JMeter
2 7 (1.78%) LSMW
3 6 (1.52%) QuickTest Pro
4 4 (1.02%) Talend Open Studio
5 3 (0.76%) Visual Studio
5 3 (0.76%) Jenkins
6 2 (0.51%) Git (software)
6 2 (0.51%) Oracle APEX
7 1 (0.25%) Eclipse
7 1 (0.25%) Oracle Forms
7 1 (0.25%) JUnit
7 1 (0.25%) PowerDesigner
7 1 (0.25%) ERwin
7 1 (0.25%) Team Foundation Server
7 1 (0.25%) Cucumber
General
1 99 (25.13%) Finance
2 19 (4.82%) Marketing
3 16 (4.06%) Legal
4 12 (3.05%) Banking
5 10 (2.54%) Telecoms
6 8 (2.03%) Retail
6 8 (2.03%) Manufacturing
7 7 (1.78%) Publishing
7 7 (1.78%) German Language
8 6 (1.52%) Local Government
8 6 (1.52%) Pharmaceutical
9 4 (1.02%) Billing
9 4 (1.02%) Back Office
9 4 (1.02%) Law
10 3 (0.76%) Games
11 2 (0.51%) General Ledger
12 1 (0.25%) Advertising
12 1 (0.25%) Electronics
12 1 (0.25%) Investment Banking
Job Titles
1 160 (40.61%) Analyst
2 97 (24.62%) Data Analyst
3 58 (14.72%) Developer
4 46 (11.68%) Consultant
5 45 (11.42%) Business Analyst
6 24 (6.09%) Data Consultant
7 20 (5.08%) Project Manager
8 19 (4.82%) SAP Consultant
9 17 (4.31%) Senior Analyst
10 16 (4.06%) Data Manager
10 16 (4.06%) Architect
11 13 (3.30%) Data Architect
11 13 (3.30%) Administrator
12 12 (3.05%) SAP Data Consultant
13 11 (2.79%) Data Migration Manager
14 10 (2.54%) Test Analyst
14 10 (2.54%) Data Migration Analyst
14 10 (2.54%) Senior Data Analyst
14 10 (2.54%) Functional Consultant
14 10 (2.54%) Migration Consultant
Libraries, Frameworks & Software Standards
1 13 (3.30%) .NET
2 10 (2.54%) XML
3 9 (2.28%) HTML
4 5 (1.27%) Mason
4 5 (1.27%) Visualforce
5 4 (1.02%) SAP XI
6 3 (0.76%) XSD
7 2 (0.51%) REST
7 2 (0.51%) jQuery
7 2 (0.51%) JSON
7 2 (0.51%) XSL
7 2 (0.51%) XSLT
7 2 (0.51%) CSS
7 2 (0.51%) SOAP
7 2 (0.51%) BAPI
8 1 (0.25%) XML Messaging
8 1 (0.25%) JMS
8 1 (0.25%) Web Services
8 1 (0.25%) J2EE
8 1 (0.25%) Ajax
Miscellaneous
1 46 (11.68%) Analytical Skills
2 31 (7.87%) Data Conversion
3 23 (5.84%) Data Extraction
4 22 (5.58%) Data Integration
5 19 (4.82%) Management Information System
6 16 (4.06%) Data Structures
7 12 (3.05%) NHS
8 9 (2.28%) Computer Science
9 5 (1.27%) Mathematics
10 4 (1.02%) Data Protection Act
10 4 (1.02%) GIS
11 3 (0.76%) Foreign Exchange (FX)
11 3 (0.76%) Statistics
11 3 (0.76%) Reference Data
11 3 (0.76%) FMCG
12 2 (0.51%) SWIFT
12 2 (0.51%) Economics
12 2 (0.51%) Contract for Difference
12 2 (0.51%) Equities
13 1 (0.25%) E-Learning
Operating Systems
1 14 (3.55%) UNIX
2 4 (1.02%) Linux
3 3 (0.76%) Windows
4 1 (0.25%) Windows Server 2008
4 1 (0.25%) Windows 7
Processes & Methodologies
1 232 (58.88%) Migration
2 194 (49.24%) Data Migration
3 93 (23.60%) Data Analysis
4 82 (20.81%) ETL
5 73 (18.53%) Data Mapping
6 72 (18.27%) CRM
7 64 (16.24%) Data Modelling
8 50 (12.69%) Validation
9 49 (12.44%) Data Management
10 41 (10.41%) Business Intelligence
11 36 (9.14%) Project Management
11 36 (9.14%) User Acceptance Testing
12 33 (8.38%) Analytics
13 29 (7.36%) Data Architecture
14 27 (6.85%) Master Data Management
14 27 (6.85%) ERP
15 25 (6.35%) Data Validation
16 24 (6.09%) Stakeholder Management
17 22 (5.58%) Agile Software Development
18 21 (5.33%) Data Governance
Programming Languages
1 139 (35.28%) SQL
2 40 (10.15%) PL/SQL
3 16 (4.06%) VBA
4 13 (3.30%) T-SQL
5 10 (2.54%) Java
6 6 (1.52%) Shell Script
6 6 (1.52%) C
6 6 (1.52%) VB
6 6 (1.52%) ABAP
7 5 (1.27%) Apex Code
7 5 (1.27%) Scala
8 3 (0.76%) JavaScript
9 2 (0.51%) PowerShell
9 2 (0.51%) C#
10 1 (0.25%) Python
10 1 (0.25%) Perl
10 1 (0.25%) SQR
Qualifications
1 20 (5.08%) Degree
2 11 (2.79%) Security Cleared
3 10 (2.54%) ISTQB
4 8 (2.03%) ISTQB Advanced Certification
5 4 (1.02%) SC Cleared
6 3 (0.76%) PRINCE2 Certification
7 2 (0.51%) DV Cleared
7 2 (0.51%) HND
8 1 (0.25%) ISEB
Quality Assurance & Compliance
1 34 (8.63%) Data Quality
2 20 (5.08%) QA
3 2 (0.51%) SLA
3 2 (0.51%) GxP
4 1 (0.25%) Sarbanes-Oxley
4 1 (0.25%) GAAP
4 1 (0.25%) PCI DSS
4 1 (0.25%) HL7
System Software
1 1 (0.25%) Oracle RAC
Systems Management
1 5 (1.27%) Control-M
2 3 (0.76%) HP Quality Center
3 1 (0.25%) WMI
3 1 (0.25%) SCCM
3 1 (0.25%) Oracle EDQ
Vendors
1 85 (21.57%) SAP
2 74 (18.78%) Oracle
3 49 (12.44%) Microsoft
4 20 (5.08%) Salesforce.com
5 17 (4.31%) Informatica
6 13 (3.30%) Business Objects
7 12 (3.05%) IBM
8 10 (2.54%) Northgate
9 9 (2.28%) Cognos
10 7 (1.78%) Siebel
11 5 (1.27%) PeopleSoft
11 5 (1.27%) Marketo
12 4 (1.02%) Talend
12 4 (1.02%) DataFlux
12 4 (1.02%) Hyperion
12 4 (1.02%) Trillium
12 4 (1.02%) Metastorm
12 4 (1.02%) Teradata
13 3 (0.76%) Sage
13 3 (0.76%) Capita
City, London
Eames Consulting
Posted: 8 hours ago
London
Hydrogen Group
Rate: £300.00 - £400.00 per day
Posted: 11 hours ago
City, London
Red10
Rate: £400 - £500 per day
Posted: 12 hours ago
South East
G2 Recruitment Solutions Ltd.
Rate: £Neg
Posted: 15 hours ago
London
Mason Frank
Rate: £150 - £250 per day
Posted: Yesterday
London
Sanderson
Rate: £700 - £750 per day
Posted: Yesterday
City, London
LEXSTRA
Rate: £500 per day
Posted: Yesterday
Surrey
Oliver James Associates
Rate: £400 - £500 per day
Posted: 4 days ago
England
MRP Global
Rate: excellent rates & full expenses
Posted: 5 days ago
Oxford, Oxfordshire
Mercator IT Solutions
Posted: 7 days ago
Oxfordshire
Mason Frank
Rate: £550 - £650 per day
Posted: 8 days ago
City of London
Mason Frank
Rate: £110 - £150 per day
Posted: 15 days ago
City of London
Nigel Frank International Limited - Newcastle
Posted: 20 days ago