The table below looks at the statistics for Data Cleansing skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 31 August 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
31 Aug 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 478 419 409
Rank change year-on-year
-59 -10
Contract jobs citing Data Cleansing 154 204 182
As % of all contract IT jobs located in the UK 0.26% 0.37% 0.35%
As % of the Processes & Methodologies category 0.33% 0.48% 0.46%
Number of daily rates quoted 91 114 110
Average daily rate
Keep up to 90%
of your Daily Rate
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£350 £400 £350
Average daily rate % change year-on-year
-12.50% +14.28%
90% offered a daily rate of more than £200 £225 £249
10% offered a daily rate of more than £500 £550 £528
UK excluding London average daily rate £338 £325 £308
% change year-on-year
+3.84% +5.69%
Number of hourly rates quoted 6 5 3
Average hourly rate £17.25 £15.39 £12.00
Average hourly rate % change year-on-year
+12.12% +28.20%
UK excluding London average hourly rate £15.50 £15.39 £12.00
% change year-on-year
+0.74% +28.20%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
46337 42400 39480
As % of all contract IT jobs located in the UK 77.99% 76.18% 74.95%
Number of daily rates quoted 30192 26229 24243
Average daily rate £425 £410 £400
Average daily rate % change year-on-year
+3.65% +2.50%
90% offered a daily rate of more than £289 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1248 1151 1100
Average hourly rate £31.44 £23.50 £29.00
Average hourly rate % change year-on-year
+33.78% -18.96%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £52.13 £50.00 £50.00
UK excluding London average hourly rate £32.50 £25.00 £30.25
% change year-on-year
+30.00% -17.35%

Data Cleansing
Jobs Demand Trend

This chart provides the 3-month moving total of IT contractor jobs citing Data Cleansing within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Cleansing within the UK.

Data Cleansing Daily Rate Trend in the UK

Data Cleansing
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 31 August 2015.

Data Cleansing Daily Rate Histogram in the UK

Data Cleansing
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing within the UK.

Data Cleansing Hourly Rate Trend in the UK

Data Cleansing
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 31 August 2015.

Data Cleansing Hourly Rate Histogram in the UK

Data Cleansing
Top 30 Contract Locations

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 UK over the 3 months to 31 August 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
England -67 137 £350 -12.50% 40
London -31 67 £378 -12.20% 25
South East -21 30 £350 +55.55% 2
City of London -15 15 £413 -7.04% 8
North West -35 11 £350 +3.70% 4
Scotland -21 10 £350 - 2
Yorkshire -30 8 £300 -11.76%
Kent +6 7 £226 +96.73%
West Midlands 0 7 £275 - 3
Buckinghamshire -10 7 - - 1
Berkshire 0 6 £463 +105.55% 1
Milton Keynes -2 6 - - 1
Reading -7 6 £463 -
South West -7 6 £291 -35.27% 3
Edinburgh -15 6 £350 - 1
East of England -3 5 £383 -4.37% 1
West Yorkshire -28 5 £398 +12.76%
Birmingham +7 3 £275 - 2
Wiltshire -3 3 £200 -58.97%
Glasgow -3 3 £423 +40.83% 1
Cheshire -11 3 £358 -22.28%
Manchester -18 3 £219 -32.69% 3
Oxfordshire - 3 £405 -
Swindon - 3 £200 -
Hertfordshire +2 2 £463 +42.30% 1
Brentford 0 2 £393 +12.14%
Liverpool -2 2 £313 -30.55%
Merseyside -8 2 £313 -30.55%
Hampshire -8 2 - -
East Midlands -11 2 £463 - 1

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 31 August 2015, IT contractor jobs within the UK 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.

1 210 (56.30%) Migration
2 189 (50.67%) Data Migration
3 175 (46.92%) SQL
4 109 (29.22%) ETL
5 95 (25.47%) Finance
6 81 (21.72%) Data Analysis
7 79 (21.18%) SAP
8 74 (19.84%) Data Warehouse
9 72 (19.30%) Validation
10 68 (18.23%) Business Intelligence
11 64 (17.16%) SQL Server
12 62 (16.62%) MS Excel
13 57 (15.28%) Microsoft
14 54 (14.48%) CRM
14 54 (14.48%) Data Modelling
15 51 (13.67%) Data Management
16 47 (12.60%) SQL Server Integration Services
17 45 (12.06%) T-SQL
18 44 (11.80%) Oracle
18 44 (11.80%) Analytical Skills
19 41 (10.99%) Data Mapping
20 40 (10.72%) Dynamics CRM
21 39 (10.46%) Data Quality
22 37 (9.92%) ERP
23 32 (8.58%) Project Management
24 31 (8.31%) SQL Server Reporting Services
25 30 (8.04%) Data Validation
26 25 (6.70%) Analytics
26 25 (6.70%) Retail
26 25 (6.70%) Management Information System

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 31 August 2015, IT contractor jobs within the UK 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 (3.22%) SAS
2 9 (2.41%) SharePoint
3 3 (0.80%) BizTalk Server
4 2 (0.54%) IBM Notes
4 2 (0.54%) Oracle Workflow
4 2 (0.54%) Confluence
4 2 (0.54%) Apache Spark
5 1 (0.27%) IPython
5 1 (0.27%) Oracle Self-Service HR
5 1 (0.27%) Apache Pig
5 1 (0.27%) Elasticsearch
5 1 (0.27%) IBM HTTP Server
5 1 (0.27%) Jetty
5 1 (0.27%) Apache Solr
5 1 (0.27%) Tomcat
5 1 (0.27%) ArcGIS
Applications
1 62 (16.62%) MS Excel
2 19 (5.09%) MS PowerPoint
3 12 (3.22%) MS Office
4 11 (2.95%) PowerPivot
5 7 (1.88%) Spreadsheet
6 6 (1.61%) MS Visio
7 3 (0.80%) MS Project
8 1 (0.27%) SPSS
Business Applications
1 40 (10.72%) Dynamics CRM
2 12 (3.22%) SAP ERP
3 10 (2.68%) Oracle EBS
4 7 (1.88%) Markit EDM
5 5 (1.34%) SAP APO
5 5 (1.34%) SAP FI
6 4 (1.07%) Oracle Financials
6 4 (1.07%) SAP HR
6 4 (1.07%) Oracle ERP
6 4 (1.07%) Summit
6 4 (1.07%) SAP CO
6 4 (1.07%) SAP FI/CO
7 3 (0.80%) Dynamics AX
7 3 (0.80%) Oracle EBS R12
7 3 (0.80%) Oracle Applications
7 3 (0.80%) SAP SD
8 2 (0.54%) Agresso
8 2 (0.54%) SAP MM
8 2 (0.54%) SAP PP
8 2 (0.54%) SAP Payroll
Cloud Services
1 4 (1.07%) Amazon AWS
2 1 (0.27%) SuccessFactors
2 1 (0.27%) Microsoft Azure
Communications & Networking
1 6 (1.61%) Broadband
2 1 (0.27%) SMS
2 1 (0.27%) FTP
2 1 (0.27%) Kerberos
2 1 (0.27%) TCP/IP
2 1 (0.27%) Intranet
2 1 (0.27%) Firewall
2 1 (0.27%) NAS
Database & Business Intelligence
1 74 (19.84%) Data Warehouse
2 64 (17.16%) SQL Server
3 47 (12.60%) SQL Server Integration Services
4 31 (8.31%) SQL Server Reporting Services
5 16 (4.29%) Relational Database
6 15 (4.02%) QlikView
6 15 (4.02%) SQL Server Analysis Services
7 14 (3.75%) MS Access
7 14 (3.75%) Oracle Database
8 12 (3.22%) Oracle BI EE
9 9 (2.41%) SQL Server 2008
9 9 (2.41%) BusinessObjects
10 7 (1.88%) Data Mining
10 7 (1.88%) Oracle Reports
11 6 (1.61%) MySQL
11 6 (1.61%) Oracle ODI
11 6 (1.61%) Big Data
11 6 (1.61%) SQL Server 2012
12 5 (1.34%) Amazon Redshift
12 5 (1.34%) SQL Server 2005
Development Applications
1 10 (2.68%) ERwin
1 10 (2.68%) JIRA
2 6 (1.61%) LSMW
3 4 (1.07%) Git (software)
4 3 (0.80%) SQL Server Management Studio (SSMS)
4 3 (0.80%) Talend Open Studio
5 2 (0.54%) Subversion
6 1 (0.27%) Maven
6 1 (0.27%) Oracle APEX
6 1 (0.27%) Rational Rose
6 1 (0.27%) PowerDesigner
6 1 (0.27%) Robomongo
6 1 (0.27%) RStudio
6 1 (0.27%) Jenkins
General
1 95 (25.47%) Finance
2 25 (6.70%) Retail
3 21 (5.63%) Marketing
3 21 (5.63%) Banking
4 13 (3.49%) Manufacturing
5 8 (2.14%) Legal
5 8 (2.14%) Spanish Language
6 7 (1.88%) Telecoms
6 7 (1.88%) Front Office
7 6 (1.61%) Back Office
7 6 (1.61%) Financial Institution
8 5 (1.34%) Billing
9 4 (1.07%) General Ledger
9 4 (1.07%) Pharmaceutical
10 3 (0.80%) Advertising
11 2 (0.54%) French Language
12 1 (0.27%) Greek Language
12 1 (0.27%) Investment Banking
12 1 (0.27%) Local Government
12 1 (0.27%) Retail Banking
Job Titles
1 164 (43.97%) Analyst
2 100 (26.81%) Data Analyst
3 53 (14.21%) Developer
4 38 (10.19%) Consultant
5 24 (6.43%) Business Analyst
6 21 (5.63%) Project Manager
7 18 (4.83%) Architect
7 18 (4.83%) Data Consultant
8 17 (4.56%) Data Manager
9 14 (3.75%) SAP Analyst
9 14 (3.75%) Test Analyst
10 13 (3.49%) Administrator
11 12 (3.22%) SAP Consultant
11 12 (3.22%) Data Migration Analyst
11 12 (3.22%) ETL Developer
12 11 (2.95%) SQL Developer
13 10 (2.68%) Migration Consultant
13 10 (2.68%) SAP Data Analyst
13 10 (2.68%) OBIEE Consultant
14 9 (2.41%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 13 (3.49%) .NET
2 3 (0.80%) CSS
2 3 (0.80%) CGI
2 3 (0.80%) HTML
3 2 (0.54%) XML
3 2 (0.54%) REST
4 1 (0.27%) Kafka
4 1 (0.27%) RHadoop
4 1 (0.27%) MLlib
4 1 (0.27%) Spark Streaming
4 1 (0.27%) Apache Tika
4 1 (0.27%) EDI
4 1 (0.27%) BAPI
4 1 (0.27%) Spring
4 1 (0.27%) .NET Framework
4 1 (0.27%) MDX
4 1 (0.27%) Oracle Fusion
4 1 (0.27%) HTML5
4 1 (0.27%) JDBC
4 1 (0.27%) SOAP
Miscellaneous
1 44 (11.80%) Analytical Skills
2 25 (6.70%) Management Information System
3 24 (6.43%) Data Structures
4 22 (5.90%) Data Integration
5 13 (3.49%) NHS
6 10 (2.68%) Foreign Exchange (FX)
6 10 (2.68%) Data Extraction
7 9 (2.41%) Computer Science
8 7 (1.88%) FMCG
8 7 (1.88%) Equities
9 4 (1.07%) Fixed Income
9 4 (1.07%) Statistics
9 4 (1.07%) GIS
9 4 (1.07%) Mathematics
9 4 (1.07%) Data Conversion
10 3 (0.80%) Enterprise Software
10 3 (0.80%) Applied Mathematics
10 3 (0.80%) Derivative
10 3 (0.80%) Contract for Difference
10 3 (0.80%) Taxonomies
Operating Systems
1 13 (3.49%) Linux
2 10 (2.68%) UNIX
3 7 (1.88%) Windows
4 3 (0.80%) Ubuntu
5 2 (0.54%) Windows Server 2008
5 2 (0.54%) CentOS
6 1 (0.27%) Windows 2000
6 1 (0.27%) MVS
6 1 (0.27%) Windows Server 2003
Processes & Methodologies
1 210 (56.30%) Migration
2 189 (50.67%) Data Migration
3 109 (29.22%) ETL
4 81 (21.72%) Data Analysis
5 72 (19.30%) Validation
6 68 (18.23%) Business Intelligence
7 54 (14.48%) Data Modelling
7 54 (14.48%) CRM
8 51 (13.67%) Data Management
9 41 (10.99%) Data Mapping
10 37 (9.92%) ERP
11 32 (8.58%) Project Management
12 30 (8.04%) Data Validation
13 25 (6.70%) Analytics
14 24 (6.43%) Data Governance
15 21 (5.63%) Data Reconciliation
16 18 (4.83%) Business Analysis
17 17 (4.56%) Stakeholder Management
18 16 (4.29%) Agile Software Development
19 15 (4.02%) Data Transformation
Programming Languages
1 175 (46.92%) SQL
2 45 (12.06%) T-SQL
3 17 (4.56%) VBA
4 9 (2.41%) PL/SQL
5 7 (1.88%) PHP
5 7 (1.88%) Java
5 7 (1.88%) Python
6 6 (1.61%) JavaScript
6 6 (1.61%) C#
7 5 (1.34%) Shell Script
8 4 (1.07%) COBOL
9 3 (0.80%) ABAP
10 2 (0.54%) Scala
10 2 (0.54%) Apex Code
10 2 (0.54%) Bash Shell
10 2 (0.54%) C
10 2 (0.54%) C++
11 1 (0.27%) Perl
11 1 (0.27%) Jython
11 1 (0.27%) X++
Qualifications
1 18 (4.83%) Degree
2 10 (2.68%) Security Cleared
3 8 (2.14%) ISTQB
4 6 (1.61%) ISEB
5 5 (1.34%) SC Cleared
6 3 (0.80%) ISTQB Foundation Certification
7 2 (0.54%) APMP
7 2 (0.54%) BC Cleared
7 2 (0.54%) PMI Certification
8 1 (0.27%) HND
8 1 (0.27%) PMP
8 1 (0.27%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 39 (10.46%) Data Quality
2 14 (3.75%) QA
3 11 (2.95%) SLA
4 4 (1.07%) FATCA
4 4 (1.07%) EMIR
5 1 (0.27%) GAAP
System Software
1 2 (0.54%) VMware Infrastructure
1 2 (0.54%) VMware ESXi
1 2 (0.54%) Active Directory
2 1 (0.27%) Terminal Services
2 1 (0.27%) NFS
2 1 (0.27%) Apache ZooKeeper
2 1 (0.27%) HDFS
2 1 (0.27%) GPFS
Systems Management
1 2 (0.54%) Puppet
1 2 (0.54%) Oracle EDQ
1 2 (0.54%) Salt
2 1 (0.27%) Kibana
2 1 (0.27%) Chukwa
2 1 (0.27%) Hadoop YARN
2 1 (0.27%) Jitterbit
2 1 (0.27%) DBAmp
2 1 (0.27%) logstash
2 1 (0.27%) Tivoli
2 1 (0.27%) Systems Management Server (SMS)
Vendors
1 79 (21.18%) SAP
2 57 (15.28%) Microsoft
3 44 (11.80%) Oracle
4 15 (4.02%) IBM
5 9 (2.41%) Salesforce.com
6 7 (1.88%) Cognos
7 6 (1.61%) Informatica
8 5 (1.34%) Sybase
8 5 (1.34%) Netezza
8 5 (1.34%) Tableau
9 4 (1.07%) Cadence
9 4 (1.07%) Calypso
10 3 (0.80%) ESRI
10 3 (0.80%) Red Hat
10 3 (0.80%) Talend
10 3 (0.80%) VMware
10 3 (0.80%) WorldPay
11 2 (0.54%) SaltStack
11 2 (0.54%) Marketo
11 2 (0.54%) JD Edwards
London
Huxley Banking & Financial Services
Rate: £350 - £400 per day + competitive
Posted: 3 days ago
South West London
Corporate Project Solutions
Rate: £150 - £220 per day
Posted: 3 days ago
Greater Manchester
Exposed Solutions
Rate: £450.00 - £550.00 per day
Posted: 3 days ago
City, London
Consult Solutions
Rate: £350 - £450 per day
Posted: 4 days ago
London
Huxley Banking & Financial Services
Rate: £350 - £400 per day + competitive
Posted: 4 days ago
London
Huxley Banking & Financial Services
Rate: £350 - £400 per day + competitive
Posted: 4 days ago
Bracknell, Berkshire
Lorien Resourcing
Posted: 5 days ago
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Rate: From £30,500 to £35,500 per annum
Posted: 7 days ago