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 4 September 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
4 Sep 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 460 414 391
Rank change year-on-year
-46 -23
Contract jobs citing Data Cleansing 131 175 172
As % of all contract IT jobs located in England 0.25% 0.35% 0.36%
As % of the Processes & Methodologies category 0.32% 0.45% 0.48%
Number of daily rates quoted 79 102 111
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£350 £400 £350
Average daily rate % change year-on-year
-12.50% +14.28%
90% offered a daily rate of more than £200 £203 £240
10% offered a daily rate of more than £500 £549 £550
UK excluding London average daily rate £325 £325 £313
% change year-on-year
- +4.00%
Number of hourly rates quoted 5 4 4
Average hourly rate £19.00 £16.44 £12.00
Average hourly rate % change year-on-year
+15.55% +37.02%
UK excluding London average hourly rate £15.50 £16.44 £12.00
% change year-on-year
-5.73% +37.02%
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
41529 38605 35912
As % of all contract IT jobs located in England 78.30% 76.37% 75.38%
Number of daily rates quoted 27590 24397 22520
Average daily rate £425 £413 £410
Average daily rate % change year-on-year
+3.03% +0.60%
90% offered a daily rate of more than £295 £275 £275
10% offered a daily rate of more than £588 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1128 1085 1024
Average hourly rate £31.00 £24.56 £30.00
Average hourly rate % change year-on-year
+26.22% -18.13%
90% offered a hourly rate of more than £13.00 £12.50 £12.66
10% offered a hourly rate of more than £50.00 £47.50 £50.00
UK excluding London average hourly rate £32.50 £26.98 £30.50
% change year-on-year
+20.48% -11.55%

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 4 September 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 4 September 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 4 September 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 -30 62 £380 -11.62% 23
South East -11 33 £350 +86.66% 3
North West -39 10 £325 -3.70% 3
Yorkshire -28 8 £300 -11.76%
West Midlands +13 7 £275 - 3
East of England -3 5 £383 -4.37% 1
South West -10 4 £233 -48.33% 6
East Midlands -12 1 £475 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 4 September 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.

1 195 (57.02%) Migration
2 175 (51.17%) Data Migration
3 165 (48.25%) SQL
4 103 (30.12%) ETL
5 84 (24.56%) Finance
6 77 (22.51%) Data Analysis
7 72 (21.05%) Validation
7 72 (21.05%) Data Warehouse
8 69 (20.18%) SAP
9 66 (19.30%) Business Intelligence
10 61 (17.84%) SQL Server
11 58 (16.96%) MS Excel
11 58 (16.96%) Microsoft
12 55 (16.08%) Data Modelling
13 54 (15.79%) CRM
14 45 (13.16%) SQL Server Integration Services
15 44 (12.87%) Data Management
15 44 (12.87%) T-SQL
16 41 (11.99%) Dynamics CRM
17 40 (11.70%) Oracle
18 38 (11.11%) Data Mapping
19 36 (10.53%) Data Quality
19 36 (10.53%) Analytical Skills
20 31 (9.06%) ERP
21 30 (8.77%) Data Validation
22 29 (8.48%) SQL Server Reporting Services
23 27 (7.89%) Project Management
24 26 (7.60%) Retail
25 25 (7.31%) Management Information System
25 25 (7.31%) Analytics

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 4 September 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 12 (3.51%) SAS
2 7 (2.05%) SharePoint
3 2 (0.58%) Confluence
3 2 (0.58%) Apache Spark
3 2 (0.58%) IBM Notes
3 2 (0.58%) Oracle Workflow
4 1 (0.29%) IBM HTTP Server
4 1 (0.29%) Jetty
4 1 (0.29%) Apache Solr
4 1 (0.29%) Tomcat
4 1 (0.29%) BizTalk Server
4 1 (0.29%) IPython
4 1 (0.29%) Oracle Self-Service HR
4 1 (0.29%) Apache Pig
4 1 (0.29%) Elasticsearch
Applications
1 58 (16.96%) MS Excel
2 18 (5.26%) MS PowerPoint
3 11 (3.22%) PowerPivot
4 10 (2.92%) MS Office
5 7 (2.05%) Spreadsheet
6 4 (1.17%) MS Visio
7 3 (0.88%) MS Project
8 1 (0.29%) SPSS
Business Applications
1 41 (11.99%) Dynamics CRM
2 11 (3.22%) SAP ERP
3 9 (2.63%) Oracle EBS
4 5 (1.46%) SAP APO
4 5 (1.46%) Markit EDM
5 4 (1.17%) Oracle ERP
5 4 (1.17%) Oracle Financials
5 4 (1.17%) Summit
6 3 (0.88%) SAP CO
6 3 (0.88%) SAP HR
6 3 (0.88%) SAP FI/CO
6 3 (0.88%) SAP FI
6 3 (0.88%) Dynamics AX
7 2 (0.58%) SimCorp Dimension
7 2 (0.58%) SAP MM
7 2 (0.58%) SAP PP
7 2 (0.58%) Oracle Applications
7 2 (0.58%) SAP Payroll
7 2 (0.58%) SAP SD
7 2 (0.58%) Oracle General Ledger
Cloud Services
1 4 (1.17%) Amazon AWS
2 1 (0.29%) SuccessFactors
2 1 (0.29%) Microsoft Azure
Communications & Networking
1 6 (1.75%) Broadband
2 1 (0.29%) SMS
2 1 (0.29%) FTP
2 1 (0.29%) Kerberos
2 1 (0.29%) TCP/IP
2 1 (0.29%) Intranet
2 1 (0.29%) Firewall
2 1 (0.29%) NAS
Database & Business Intelligence
1 72 (21.05%) Data Warehouse
2 61 (17.84%) SQL Server
3 45 (13.16%) SQL Server Integration Services
4 29 (8.48%) SQL Server Reporting Services
5 16 (4.68%) Relational Database
6 15 (4.39%) QlikView
7 14 (4.09%) SQL Server Analysis Services
8 13 (3.80%) MS Access
9 12 (3.51%) Oracle BI EE
10 11 (3.22%) Oracle Database
11 10 (2.92%) BusinessObjects
12 9 (2.63%) SQL Server 2008
13 7 (2.05%) Big Data
14 6 (1.75%) SQL Server 2012
14 6 (1.75%) MySQL
14 6 (1.75%) Oracle Reports
14 6 (1.75%) Data Mining
14 6 (1.75%) Oracle ODI
15 5 (1.46%) Amazon Redshift
15 5 (1.46%) SQL Server 2005
Development Applications
1 11 (3.22%) ERwin
2 9 (2.63%) JIRA
3 5 (1.46%) LSMW
4 4 (1.17%) Git (software)
5 3 (0.88%) SQL Server Management Studio (SSMS)
5 3 (0.88%) Talend Open Studio
6 2 (0.58%) Subversion
6 2 (0.58%) Rational Rose
6 2 (0.58%) PowerDesigner
7 1 (0.29%) Oracle APEX
7 1 (0.29%) Maven
7 1 (0.29%) Robomongo
7 1 (0.29%) RStudio
7 1 (0.29%) Jenkins
General
1 84 (24.56%) Finance
2 26 (7.60%) Retail
3 21 (6.14%) Banking
4 19 (5.56%) Marketing
5 13 (3.80%) Manufacturing
6 7 (2.05%) Telecoms
6 7 (2.05%) Spanish Language
7 6 (1.75%) Legal
7 6 (1.75%) Front Office
8 5 (1.46%) Back Office
8 5 (1.46%) Pharmaceutical
8 5 (1.46%) Financial Institution
8 5 (1.46%) Billing
9 4 (1.17%) General Ledger
10 3 (0.88%) Advertising
11 2 (0.58%) Local Government
11 2 (0.58%) Automotive
11 2 (0.58%) French Language
12 1 (0.29%) Electronics
12 1 (0.29%) Retail Banking
Job Titles
1 153 (44.74%) Analyst
2 90 (26.32%) Data Analyst
3 50 (14.62%) Developer
4 35 (10.23%) Consultant
5 23 (6.73%) Business Analyst
6 19 (5.56%) Project Manager
7 17 (4.97%) Data Consultant
8 16 (4.68%) Data Manager
8 16 (4.68%) Architect
9 13 (3.80%) Test Analyst
10 12 (3.51%) Data Migration Analyst
10 12 (3.51%) SAP Analyst
11 11 (3.22%) ETL Developer
11 11 (3.22%) Administrator
12 10 (2.92%) SAP Consultant
12 10 (2.92%) SQL Developer
12 10 (2.92%) OBIEE Consultant
13 9 (2.63%) Migration Consultant
13 9 (2.63%) Data Migration Consultant
13 9 (2.63%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 15 (4.39%) .NET
2 3 (0.88%) CSS
2 3 (0.88%) CGI
2 3 (0.88%) HTML
3 2 (0.58%) XML
3 2 (0.58%) REST
4 1 (0.29%) Kafka
4 1 (0.29%) RHadoop
4 1 (0.29%) MLlib
4 1 (0.29%) Spark Streaming
4 1 (0.29%) Apache Tika
4 1 (0.29%) EDI
4 1 (0.29%) BAPI
4 1 (0.29%) Spring
4 1 (0.29%) .NET Framework
4 1 (0.29%) MDX
4 1 (0.29%) Oracle Fusion
4 1 (0.29%) HTML5
4 1 (0.29%) JDBC
4 1 (0.29%) SOAP
Miscellaneous
1 36 (10.53%) Analytical Skills
2 25 (7.31%) Management Information System
3 24 (7.02%) Data Structures
4 22 (6.43%) Data Integration
5 13 (3.80%) NHS
6 10 (2.92%) Data Extraction
7 9 (2.63%) Computer Science
7 9 (2.63%) Foreign Exchange (FX)
8 8 (2.34%) FMCG
9 6 (1.75%) Equities
10 4 (1.17%) Fixed Income
10 4 (1.17%) Statistics
10 4 (1.17%) Mathematics
10 4 (1.17%) Data Conversion
11 3 (0.88%) Enterprise Software
11 3 (0.88%) Applied Mathematics
11 3 (0.88%) GIS
11 3 (0.88%) Derivative
11 3 (0.88%) Taxonomies
12 2 (0.58%) Ontologies
Operating Systems
1 13 (3.80%) Linux
2 10 (2.92%) UNIX
3 7 (2.05%) Windows
4 3 (0.88%) Ubuntu
5 2 (0.58%) Windows Server 2008
5 2 (0.58%) CentOS
6 1 (0.29%) Windows 2000
6 1 (0.29%) MVS
6 1 (0.29%) Windows Server 2003
Processes & Methodologies
1 195 (57.02%) Migration
2 175 (51.17%) Data Migration
3 103 (30.12%) ETL
4 77 (22.51%) Data Analysis
5 72 (21.05%) Validation
6 66 (19.30%) Business Intelligence
7 55 (16.08%) Data Modelling
8 54 (15.79%) CRM
9 44 (12.87%) Data Management
10 38 (11.11%) Data Mapping
11 31 (9.06%) ERP
12 30 (8.77%) Data Validation
13 27 (7.89%) Project Management
14 25 (7.31%) Analytics
15 21 (6.14%) Data Governance
16 17 (4.97%) Data Reconciliation
16 17 (4.97%) Agile Software Development
16 17 (4.97%) Business Analysis
17 14 (4.09%) Asset Management
17 14 (4.09%) Stakeholder Management
Programming Languages
1 165 (48.25%) SQL
2 44 (12.87%) T-SQL
3 13 (3.80%) VBA
4 9 (2.63%) PL/SQL
5 8 (2.34%) C#
6 7 (2.05%) PHP
6 7 (2.05%) Java
6 7 (2.05%) Python
7 6 (1.75%) JavaScript
8 5 (1.46%) Shell Script
9 4 (1.17%) COBOL
10 2 (0.58%) C
10 2 (0.58%) C++
10 2 (0.58%) Scala
10 2 (0.58%) Apex Code
10 2 (0.58%) Bash Shell
10 2 (0.58%) ABAP
11 1 (0.29%) R
11 1 (0.29%) Spark SQL
11 1 (0.29%) Perl
Qualifications
1 15 (4.39%) Degree
2 9 (2.63%) Security Cleared
3 7 (2.05%) ISTQB
4 6 (1.75%) ISEB
5 5 (1.46%) SC Cleared
6 3 (0.88%) ISTQB Foundation Certification
7 2 (0.58%) PMI Certification
8 1 (0.29%) PMP
8 1 (0.29%) BC Cleared
8 1 (0.29%) PRINCE2 Practitioner
8 1 (0.29%) APMP
Quality Assurance & Compliance
1 36 (10.53%) Data Quality
2 12 (3.51%) SLA
3 11 (3.22%) QA
4 4 (1.17%) FATCA
4 4 (1.17%) EMIR
5 1 (0.29%) GAAP
System Software
1 2 (0.58%) VMware Infrastructure
1 2 (0.58%) VMware ESXi
1 2 (0.58%) Active Directory
2 1 (0.29%) Terminal Services
2 1 (0.29%) NFS
2 1 (0.29%) Apache ZooKeeper
2 1 (0.29%) HDFS
2 1 (0.29%) GPFS
Systems Management
1 2 (0.58%) Puppet
1 2 (0.58%) Salt
2 1 (0.29%) Kibana
2 1 (0.29%) Chukwa
2 1 (0.29%) Hadoop YARN
2 1 (0.29%) Jitterbit
2 1 (0.29%) DBAmp
2 1 (0.29%) Oracle EDQ
2 1 (0.29%) logstash
2 1 (0.29%) Tivoli
2 1 (0.29%) Systems Management Server (SMS)
Vendors
1 69 (20.18%) SAP
2 58 (16.96%) Microsoft
3 40 (11.70%) Oracle
4 16 (4.68%) IBM
5 8 (2.34%) Salesforce.com
6 7 (2.05%) Cognos
7 6 (1.75%) Informatica
8 5 (1.46%) Sybase
8 5 (1.46%) Netezza
8 5 (1.46%) Tableau
9 4 (1.17%) Cadence
9 4 (1.17%) Calypso
10 3 (0.88%) Teradata
10 3 (0.88%) Red Hat
10 3 (0.88%) VMware
10 3 (0.88%) Talend
10 3 (0.88%) WorldPay
11 2 (0.58%) SaltStack
11 2 (0.58%) Marketo
11 2 (0.58%) Ab Initio
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Venturi
Rate: £350 - £450 per day + D.O.E
Posted: 23 hours ago
London
ComputAppoint
Rate: £400 - £450 per day
Posted: Yesterday
Middlesex
Eutopia Solutions Ltd
Rate: £275 - £325 per day
Posted: 2 days ago
West London
Careerwise UK Limited
Rate: £400 - £425 per day
Posted: 3 days ago
City, London
McGregor Boyall
Rate: £400 - £500 per day
Posted: 3 days ago
London
Arden Resourcing
Salary: Bens
Posted: 3 days ago
London
Huxley Banking & Financial Services
Rate: £350 - £400 per day + competitive
Posted: 7 days ago
London
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Rate: £350 - £400 per day + competitive
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London
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Rate: £350 - £400 per day + competitive
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