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 5 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
5 Aug 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 441 388 423
Rank change year-on-year
-53 +35
Contract jobs citing Data Cleansing 187 215 167
As % of all contract IT jobs located in the UK 0.32% 0.39% 0.32%
As % of the Processes & Methodologies category 0.42% 0.51% 0.43%
Number of daily rates quoted 112 116 102
Average daily rate
Keep up to 90%
of your Daily Rate
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£373 £375 £325
Average daily rate % change year-on-year
-0.66% +15.38%
90% offered a daily rate of more than £228 £250 £238
10% offered a daily rate of more than £500 £522 £525
UK excluding London average daily rate £350 £344 £308
% change year-on-year
+1.81% +11.78%
Number of hourly rates quoted 6 6 3
Average hourly rate £15.25 £15.19 £12.00
Average hourly rate % change year-on-year
+0.37% +26.60%
UK excluding London average hourly rate £15.25 £15.19 £12.00
% change year-on-year
+0.37% +26.60%

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
44991 42314 38919
As % of all contract IT jobs located in the UK 77.81% 76.18% 74.88%
Number of daily rates quoted 29174 26141 23620
Average daily rate £418 £400 £403
Average daily rate % change year-on-year
+4.37% -0.62%
90% offered a daily rate of more than £285 £275 £270
10% offered a daily rate of more than £575 £563 £575
UK excluding London average daily rate £390 £375 £375
% change year-on-year
+4.00% -
Number of hourly rates quoted 1214 1195 1121
Average hourly rate £30.00 £24.00 £30.00
Average hourly rate % change year-on-year
+25.00% -20.00%
90% offered a hourly rate of more than £12.50 £12.85 £12.50
10% offered a hourly rate of more than £52.17 £50.00 £50.00
UK excluding London average hourly rate £30.50 £25.00 £31.00
% change year-on-year
+22.00% -19.35%

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 5 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 5 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 5 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 -11 171 £375 - 45
London -4 88 £390 -2.50% 24
City of London 0 25 £375 -8.53% 10
South East -8 24 £420 +60.76% 9
West Midlands +11 16 £319 -1.92% 2
North West -19 14 £313 -10.71% 1
South West -4 8 £313 +1.62% 6
Scotland -16 8 £350 -
Yorkshire -22 8 £300 -7.69% 1
Berkshire +6 6 £575 +109.09% 1
East Midlands -8 6 £450 - 1
Reading -2 5 £575 +76.92% 1
West Yorkshire -18 5 £398 -
Birmingham +3 4 £275 -26.66% 1
Kent -3 4 £228 +97.82% 1
Edinburgh -9 4 £240 -28.88%
East of England -10 4 £350 -14.11% 1
Oxfordshire - 4 £405 - 1
Northamptonshire - 4 £450 - 1
Northampton - 4 £450 - 1
Lancashire +4 3 £300 -
Brentford +2 3 £390 +11.42%
Buckinghamshire -4 3 - - 3
Glasgow -4 3 £423 +22.90%
Cheshire -9 3 £358 -4.66%
Manchester -14 3 £219 -36.36% 1
Brighton - 3 £620 -
East Sussex - 3 £620 -
Warwickshire +8 2 £300 -
Milton Keynes +2 2 - - 2

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 5 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.

1 221 (56.67%) Migration
2 196 (50.26%) Data Migration
3 165 (42.31%) SQL
4 101 (25.90%) Finance
4 101 (25.90%) ETL
5 87 (22.31%) SAP
6 85 (21.79%) Data Analysis
7 73 (18.72%) Data Warehouse
8 68 (17.44%) Business Intelligence
9 64 (16.41%) MS Excel
10 63 (16.15%) Validation
11 59 (15.13%) SQL Server
12 58 (14.87%) Microsoft
13 56 (14.36%) CRM
13 56 (14.36%) Data Management
14 52 (13.33%) Data Modelling
15 51 (13.08%) SQL Server Integration Services
16 48 (12.31%) Analytical Skills
17 43 (11.03%) Project Management
17 43 (11.03%) T-SQL
18 40 (10.26%) Oracle
18 40 (10.26%) Data Mapping
19 39 (10.00%) Data Quality
19 39 (10.00%) Dynamics CRM
20 37 (9.49%) ERP
21 32 (8.21%) SQL Server Reporting Services
22 27 (6.92%) Data Governance
22 27 (6.92%) Data Structures
23 26 (6.67%) Analytics
24 25 (6.41%) Management Information System

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 5 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 13 (3.33%) SAS
2 9 (2.31%) SharePoint
3 3 (0.77%) Elasticsearch
3 3 (0.77%) Apache Spark
4 2 (0.51%) IBM Notes
4 2 (0.51%) Oracle Workflow
4 2 (0.51%) Confluence
5 1 (0.26%) Apache Pig
5 1 (0.26%) IBM HTTP Server
5 1 (0.26%) Jetty
5 1 (0.26%) Tomcat
5 1 (0.26%) BizTalk Server
5 1 (0.26%) ArcGIS
5 1 (0.26%) IPython
5 1 (0.26%) Oracle Self-Service HR
Applications
1 64 (16.41%) MS Excel
2 16 (4.10%) MS PowerPoint
3 14 (3.59%) MS Office
4 12 (3.08%) PowerPivot
5 7 (1.79%) MS Visio
6 6 (1.54%) Spreadsheet
7 4 (1.03%) MS Project
8 1 (0.26%) SPSS
Business Applications
1 39 (10.00%) Dynamics CRM
2 12 (3.08%) SAP ERP
3 10 (2.56%) Markit EDM
3 10 (2.56%) Oracle EBS
4 8 (2.05%) SAP MM
4 8 (2.05%) SAP PP
5 7 (1.79%) SAP WM
5 7 (1.79%) SAP PM
6 6 (1.54%) SAP FI
7 5 (1.28%) SAP APO
7 5 (1.28%) SAP HR
7 5 (1.28%) Summit
8 4 (1.03%) SAP CO
8 4 (1.03%) SAP FI/CO
8 4 (1.03%) SAP SD
8 4 (1.03%) Oracle EBS R12
9 3 (0.77%) Oracle ERP
9 3 (0.77%) Oracle Applications
10 2 (0.51%) SAP Payroll
10 2 (0.51%) Oracle Financials
Cloud Services
1 3 (0.77%) Amazon AWS
2 1 (0.26%) PaaS
2 1 (0.26%) SuccessFactors
Communications & Networking
1 6 (1.54%) Broadband
2 3 (0.77%) TCP/IP
2 3 (0.77%) Firewall
2 3 (0.77%) NAS
3 1 (0.26%) Unified Communications
3 1 (0.26%) Telepresence
3 1 (0.26%) SNA
3 1 (0.26%) SAN
3 1 (0.26%) Intranet
3 1 (0.26%) SMS
3 1 (0.26%) VoIP
3 1 (0.26%) FTP
3 1 (0.26%) Kerberos
Database & Business Intelligence
1 73 (18.72%) Data Warehouse
2 59 (15.13%) SQL Server
3 51 (13.08%) SQL Server Integration Services
4 32 (8.21%) SQL Server Reporting Services
5 16 (4.10%) SQL Server Analysis Services
6 15 (3.85%) QlikView
7 14 (3.59%) Relational Database
8 12 (3.08%) Oracle BI EE
8 12 (3.08%) SQL Server 2008
9 11 (2.82%) MS Access
10 7 (1.79%) Data Mining
10 7 (1.79%) BusinessObjects
10 7 (1.79%) Oracle ODI
10 7 (1.79%) Oracle Database
10 7 (1.79%) SQL Server 2012
11 6 (1.54%) MySQL
11 6 (1.54%) Oracle Reports
12 5 (1.28%) SQL Server 2005
12 5 (1.28%) Big Data
13 4 (1.03%) Amazon Redshift
Development Applications
1 11 (2.82%) JIRA
2 9 (2.31%) ERwin
3 6 (1.54%) LSMW
4 4 (1.03%) Git (software)
5 3 (0.77%) SQL Server Management Studio (SSMS)
5 3 (0.77%) Talend Open Studio
6 2 (0.51%) Subversion
7 1 (0.26%) Maven
7 1 (0.26%) Axure RP
7 1 (0.26%) Jenkins
7 1 (0.26%) Oracle APEX
7 1 (0.26%) Robomongo
7 1 (0.26%) RStudio
General
1 101 (25.90%) Finance
2 25 (6.41%) Retail
3 22 (5.64%) Banking
4 21 (5.38%) Marketing
5 14 (3.59%) Manufacturing
6 9 (2.31%) Legal
6 9 (2.31%) Telecoms
6 9 (2.31%) Financial Institution
6 9 (2.31%) Back Office
7 8 (2.05%) Spanish Language
8 7 (1.79%) Portuguese Language
8 7 (1.79%) Front Office
9 6 (1.54%) Billing
10 4 (1.03%) General Ledger
11 3 (0.77%) Advertising
11 3 (0.77%) Pharmaceutical
12 2 (0.51%) Investment Banking
12 2 (0.51%) French Language
13 1 (0.26%) Greek Language
13 1 (0.26%) Retail Banking
Job Titles
1 166 (42.56%) Analyst
2 102 (26.15%) Data Analyst
3 57 (14.62%) Developer
4 38 (9.74%) Consultant
5 26 (6.67%) Project Manager
5 26 (6.67%) Business Analyst
6 21 (5.38%) Data Manager
7 19 (4.87%) Architect
8 18 (4.62%) Data Consultant
9 15 (3.85%) SAP Manager
9 15 (3.85%) SAP Analyst
10 13 (3.33%) Data Migration Analyst
10 13 (3.33%) Administrator
10 13 (3.33%) SAP Consultant
11 12 (3.08%) SQL Developer
11 12 (3.08%) Test Analyst
11 12 (3.08%) ETL Developer
12 11 (2.82%) SAP Data Analyst
13 10 (2.56%) OBIEE Consultant
13 10 (2.56%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 12 (3.08%) .NET
2 5 (1.28%) HTML
3 3 (0.77%) XML
3 3 (0.77%) CGI
4 2 (0.51%) Lucene
4 2 (0.51%) MDX
4 2 (0.51%) Web Services
4 2 (0.51%) CSS
4 2 (0.51%) REST
5 1 (0.26%) D3.js
5 1 (0.26%) Kafka
5 1 (0.26%) AngularJS
5 1 (0.26%) RHadoop
5 1 (0.26%) MLlib
5 1 (0.26%) Spark Streaming
5 1 (0.26%) GraphX
5 1 (0.26%) Apache Tika
5 1 (0.26%) JDBC
5 1 (0.26%) SOAP
5 1 (0.26%) XSL
Miscellaneous
1 48 (12.31%) Analytical Skills
2 27 (6.92%) Data Structures
3 25 (6.41%) Management Information System
4 21 (5.38%) Data Integration
5 15 (3.85%) Foreign Exchange (FX)
6 11 (2.82%) NHS
6 11 (2.82%) Data Extraction
7 10 (2.56%) Equities
8 8 (2.05%) FMCG
9 6 (1.54%) Computer Science
9 6 (1.54%) Contract for Difference
10 4 (1.03%) Derivative
10 4 (1.03%) Statistics
10 4 (1.03%) Fixed Income
10 4 (1.03%) GIS
10 4 (1.03%) Mathematics
10 4 (1.03%) Data Conversion
11 3 (0.77%) Reference Data
11 3 (0.77%) Applied Mathematics
11 3 (0.77%) Clustering
Operating Systems
1 12 (3.08%) Linux
2 11 (2.82%) UNIX
3 8 (2.05%) Windows
4 4 (1.03%) Windows Server 2008
5 3 (0.77%) Windows Server 2003
5 3 (0.77%) Ubuntu
5 3 (0.77%) Windows 2000
6 2 (0.51%) CentOS
7 1 (0.26%) MVS
Processes & Methodologies
1 221 (56.67%) Migration
2 196 (50.26%) Data Migration
3 101 (25.90%) ETL
4 85 (21.79%) Data Analysis
5 68 (17.44%) Business Intelligence
6 63 (16.15%) Validation
7 56 (14.36%) Data Management
7 56 (14.36%) CRM
8 52 (13.33%) Data Modelling
9 43 (11.03%) Project Management
10 40 (10.26%) Data Mapping
11 37 (9.49%) ERP
12 27 (6.92%) Data Governance
13 26 (6.67%) Analytics
14 25 (6.41%) Data Validation
15 24 (6.15%) Stakeholder Management
16 21 (5.38%) Business Analysis
16 21 (5.38%) Data Reconciliation
17 17 (4.36%) Asset Management
18 16 (4.10%) Agile Software Development
Programming Languages
1 165 (42.31%) SQL
2 43 (11.03%) T-SQL
3 18 (4.62%) VBA
4 10 (2.56%) PL/SQL
5 8 (2.05%) Java
5 8 (2.05%) Shell Script
6 7 (1.79%) Python
6 7 (1.79%) JavaScript
6 7 (1.79%) PHP
7 6 (1.54%) C#
8 4 (1.03%) COBOL
9 3 (0.77%) VBScript
9 3 (0.77%) Scala
9 3 (0.77%) ABAP
10 2 (0.51%) Spark SQL
10 2 (0.51%) Apex Code
10 2 (0.51%) Bash Shell
10 2 (0.51%) C
10 2 (0.51%) C++
11 1 (0.26%) Perl
Qualifications
1 16 (4.10%) Degree
2 8 (2.05%) Security Cleared
3 6 (1.54%) ISTQB
4 5 (1.28%) ISEB
5 4 (1.03%) SC Cleared
6 3 (0.77%) PMI Certification
7 2 (0.51%) PMP
7 2 (0.51%) BC Cleared
8 1 (0.26%) APMP
8 1 (0.26%) ISTQB Foundation Certification
8 1 (0.26%) HND
Quality Assurance & Compliance
1 39 (10.00%) Data Quality
2 15 (3.85%) QA
3 10 (2.56%) SLA
4 5 (1.28%) FATCA
4 5 (1.28%) EMIR
5 1 (0.26%) GAAP
System Software
1 4 (1.03%) Active Directory
2 3 (0.77%) Terminal Services
3 2 (0.51%) VMware Infrastructure
3 2 (0.51%) VMware ESXi
4 1 (0.26%) Apache ZooKeeper
4 1 (0.26%) Apache Flume
4 1 (0.26%) HDFS
4 1 (0.26%) GPFS
4 1 (0.26%) NFS
Systems Management
1 3 (0.77%) Tivoli
2 2 (0.51%) Puppet
2 2 (0.51%) Salt
3 1 (0.26%) Kibana
3 1 (0.26%) Chukwa
3 1 (0.26%) Hadoop YARN
3 1 (0.26%) Jitterbit
3 1 (0.26%) DBAmp
3 1 (0.26%) Cisco CUCM
3 1 (0.26%) Oracle EDQ
3 1 (0.26%) logstash
3 1 (0.26%) Systems Management Server (SMS)
3 1 (0.26%) SCCM
Vendors
1 87 (22.31%) SAP
2 58 (14.87%) Microsoft
3 40 (10.26%) Oracle
4 15 (3.85%) IBM
5 8 (2.05%) Salesforce.com
6 7 (1.79%) Tableau
6 7 (1.79%) Cognos
7 5 (1.28%) Sybase
7 5 (1.28%) Calypso
7 5 (1.28%) Informatica
7 5 (1.28%) VMware
7 5 (1.28%) Netezza
8 4 (1.03%) Cadence
8 4 (1.03%) Citrix
9 3 (0.77%) NetApp
9 3 (0.77%) HP
9 3 (0.77%) ESRI
9 3 (0.77%) Talend
9 3 (0.77%) Red Hat
9 3 (0.77%) WorldPay
Kent
Proactive Appointments
Rate: From £200 to £255 per day
Posted: 18 hours ago
Northampton, Northamptonshire
McGregor Boyall
Rate: £450 - £500 per day
Posted: 19 hours ago
London
Hydrogen Group
Rate: £300.00 - £350.00 per day
Posted: 20 hours ago
Swindon, Wiltshire
Hydrogen Group
Rate: £200.00 per day
Posted: 20 hours ago
London
McGregor Boyall
Rate: £350 - £400 per day
Posted: 22 hours ago
London
Harvey Nash plc
Rate: £325 - £350 per day
Posted: 22 hours ago
Southampton, Hampshire
Nigel Frank International Ltd
Rate: £250 - £270 per day
Posted: Yesterday
Wiltshire
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: 2 days ago
City, London
Nigel Frank International Ltd
Rate: £450 - £500 per day
Posted: 4 days ago
City, London
Testing Circle Ltd
Rate: £200 per day
Posted: 5 days ago
London
Vivid Resourcing Ltd
Rate: Competitive Market Rates
Posted: 5 days ago
London
Engage PSG
Posted: 6 days ago
South West
Total Recruitment Specialists Limited / TRG / Total recruitment group
Rate: £150 - £200 Per Day
Posted: 6 days ago
Surrey
Volt
Posted: 6 days ago
City of London
Computer Futures
Rate: £300 - £650 per day
Posted: 27 days ago