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 31 July 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 Jul 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 435 395 400
Rank change year-on-year
-40 +5
Contract jobs citing Data Cleansing 162 181 157
As % of all contract IT jobs located in England 0.31% 0.37% 0.34%
As % of the Processes & Methodologies category 0.40% 0.48% 0.45%
Number of daily rates quoted 100 105 99
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£375 £375 £325
Average daily rate % change year-on-year
- +15.38%
90% offered a daily rate of more than £250 £235 £235
10% offered a daily rate of more than £525 £500 £525
UK excluding London average daily rate £350 £325 £308
% change year-on-year
+7.69% +5.69%
Number of hourly rates quoted 3 5 3
Average hourly rate £21.00 £15.39 £12.00
Average hourly rate % change year-on-year
+36.49% +28.20%
UK excluding London average hourly rate £24.25 £15.19 £12.00
% change year-on-year
+59.61% +26.60%
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
40103 37736 35030
As % of all contract IT jobs located in England 77.83% 76.45% 75.23%
Number of daily rates quoted 26527 23757 21722
Average daily rate £423 £410 £413
Average daily rate % change year-on-year
+3.17% -0.60%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 1073 1093 1022
Average hourly rate £28.50 £25.00 £32.50
Average hourly rate % change year-on-year
+14.00% -23.07%
90% offered a hourly rate of more than £12.50 £12.79 £13.28
10% offered a hourly rate of more than £52.19 £47.00 £50.00
UK excluding London average hourly rate £30.50 £26.50 £31.00
% change year-on-year
+15.09% -14.51%

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 31 July 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 31 July 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 31 July 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 -23 84 £400 -2.43% 26
South East -11 19 £575 +120.09% 7
West Midlands +12 17 £300 -7.69% 3
North West -30 13 £306 -12.50% 4
East Midlands +4 7 £450 -
South West -7 7 £313 +123.21% 6
Yorkshire -23 7 £300 -7.69% 2
East of England -10 5 £375 -9.09%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 31 July 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.

1 209 (58.38%) Migration
2 184 (51.40%) Data Migration
3 157 (43.85%) SQL
4 98 (27.37%) Finance
5 97 (27.09%) ETL
6 80 (22.35%) Data Analysis
7 75 (20.95%) SAP
8 69 (19.27%) Data Warehouse
9 66 (18.44%) Business Intelligence
10 59 (16.48%) MS Excel
11 58 (16.20%) Microsoft
12 56 (15.64%) SQL Server
12 56 (15.64%) Validation
13 54 (15.08%) CRM
14 53 (14.80%) Data Modelling
15 52 (14.53%) Data Management
16 49 (13.69%) SQL Server Integration Services
17 43 (12.01%) Analytical Skills
18 42 (11.73%) T-SQL
19 41 (11.45%) Project Management
20 39 (10.89%) Dynamics CRM
21 37 (10.34%) Oracle
22 34 (9.50%) Data Mapping
22 34 (9.50%) Data Quality
23 33 (9.22%) ERP
24 31 (8.66%) SQL Server Reporting Services
25 26 (7.26%) Data Structures
26 25 (6.98%) Data Governance
26 25 (6.98%) Analytics
27 24 (6.70%) Retail

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 31 July 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 13 (3.63%) SAS
2 7 (1.96%) SharePoint
3 3 (0.84%) Elasticsearch
3 3 (0.84%) Apache Spark
4 2 (0.56%) IBM Notes
4 2 (0.56%) Oracle Workflow
4 2 (0.56%) Confluence
5 1 (0.28%) Apache Pig
5 1 (0.28%) IBM HTTP Server
5 1 (0.28%) Jetty
5 1 (0.28%) Tomcat
5 1 (0.28%) BizTalk Server
5 1 (0.28%) IPython
5 1 (0.28%) Oracle Self-Service HR
Applications
1 59 (16.48%) MS Excel
2 13 (3.63%) MS PowerPoint
3 12 (3.35%) PowerPivot
4 11 (3.07%) MS Office
5 6 (1.68%) Spreadsheet
6 5 (1.40%) MS Visio
7 4 (1.12%) MS Project
8 1 (0.28%) SPSS
Business Applications
1 39 (10.89%) Dynamics CRM
2 11 (3.07%) SAP ERP
3 9 (2.51%) Markit EDM
4 8 (2.23%) SAP MM
4 8 (2.23%) SAP PP
4 8 (2.23%) Oracle EBS
5 7 (1.96%) SAP PM
5 7 (1.96%) SAP WM
6 6 (1.68%) Summit
7 5 (1.40%) SAP APO
8 4 (1.12%) Oracle EBS R12
9 3 (0.84%) SAP FI
9 3 (0.84%) SAP HR
9 3 (0.84%) SAP SD
9 3 (0.84%) Cognos Controller
10 2 (0.56%) Dynamics AX
10 2 (0.56%) Oracle Payables
10 2 (0.56%) Oracle Procure-to-Pay
10 2 (0.56%) Oracle Financials
10 2 (0.56%) Cognos TM1
Cloud Services
1 3 (0.84%) Amazon AWS
2 1 (0.28%) PaaS
2 1 (0.28%) SuccessFactors
Communications & Networking
1 5 (1.40%) Broadband
2 3 (0.84%) TCP/IP
2 3 (0.84%) Firewall
2 3 (0.84%) NAS
3 1 (0.28%) Unified Communications
3 1 (0.28%) Telepresence
3 1 (0.28%) SNA
3 1 (0.28%) SAN
3 1 (0.28%) Intranet
3 1 (0.28%) SMS
3 1 (0.28%) VoIP
3 1 (0.28%) FTP
3 1 (0.28%) Kerberos
Database & Business Intelligence
1 69 (19.27%) Data Warehouse
2 56 (15.64%) SQL Server
3 49 (13.69%) SQL Server Integration Services
4 31 (8.66%) SQL Server Reporting Services
5 15 (4.19%) SQL Server Analysis Services
5 15 (4.19%) QlikView
6 14 (3.91%) Relational Database
7 12 (3.35%) Oracle BI EE
7 12 (3.35%) SQL Server 2008
8 11 (3.07%) MS Access
9 7 (1.96%) Oracle Reports
9 7 (1.96%) Data Mining
9 7 (1.96%) SQL Server 2012
10 6 (1.68%) Oracle ODI
11 5 (1.40%) Oracle Database
11 5 (1.40%) Big Data
11 5 (1.40%) MySQL
11 5 (1.40%) SQL Server 2005
12 4 (1.12%) Hadoop
12 4 (1.12%) DB2
Development Applications
1 10 (2.79%) JIRA
2 9 (2.51%) ERwin
3 4 (1.12%) Git (software)
4 3 (0.84%) SQL Server Management Studio (SSMS)
4 3 (0.84%) Talend Open Studio
5 2 (0.56%) LSMW
5 2 (0.56%) Subversion
6 1 (0.28%) Maven
6 1 (0.28%) Axure RP
6 1 (0.28%) Jenkins
6 1 (0.28%) Oracle APEX
6 1 (0.28%) Robomongo
6 1 (0.28%) RStudio
General
1 98 (27.37%) Finance
2 24 (6.70%) Retail
3 21 (5.87%) Banking
4 18 (5.03%) Marketing
5 14 (3.91%) Manufacturing
6 10 (2.79%) Portuguese Language
7 9 (2.51%) Back Office
8 8 (2.23%) Financial Institution
8 8 (2.23%) Legal
8 8 (2.23%) Spanish Language
9 7 (1.96%) Front Office
9 7 (1.96%) Telecoms
10 5 (1.40%) Billing
11 4 (1.12%) General Ledger
12 3 (0.84%) Pharmaceutical
13 2 (0.56%) Investment Banking
13 2 (0.56%) Advertising
13 2 (0.56%) French Language
14 1 (0.28%) Retail Banking
14 1 (0.28%) Mandarin Language
Job Titles
1 145 (40.50%) Analyst
2 86 (24.02%) Data Analyst
3 55 (15.36%) Developer
4 38 (10.61%) Consultant
5 25 (6.98%) Project Manager
5 25 (6.98%) Business Analyst
6 21 (5.87%) Data Manager
7 19 (5.31%) Data Consultant
8 17 (4.75%) Architect
9 16 (4.47%) Data Migration Analyst
10 15 (4.19%) SAP Manager
11 12 (3.35%) ETL Developer
12 11 (3.07%) Test Analyst
12 11 (3.07%) Administrator
12 11 (3.07%) SAP Consultant
12 11 (3.07%) SQL Developer
13 10 (2.79%) OBIEE Consultant
14 9 (2.51%) SAP Data Consultant
15 8 (2.23%) Data Migration Manager
15 8 (2.23%) SAP Data Manager
Libraries, Frameworks & Software Standards
1 12 (3.35%) .NET
2 5 (1.40%) HTML
3 3 (0.84%) XML
3 3 (0.84%) CGI
4 2 (0.56%) CSS
4 2 (0.56%) REST
4 2 (0.56%) Lucene
4 2 (0.56%) MDX
5 1 (0.28%) Oracle Fusion
5 1 (0.28%) HTML5
5 1 (0.28%) Spring
5 1 (0.28%) .NET Framework
5 1 (0.28%) D3.js
5 1 (0.28%) Kafka
5 1 (0.28%) AngularJS
5 1 (0.28%) RHadoop
5 1 (0.28%) MLlib
5 1 (0.28%) Spark Streaming
5 1 (0.28%) GraphX
5 1 (0.28%) Apache Tika
Miscellaneous
1 43 (12.01%) Analytical Skills
2 26 (7.26%) Data Structures
3 22 (6.15%) Management Information System
4 20 (5.59%) Data Integration
5 15 (4.19%) Foreign Exchange (FX)
6 11 (3.07%) NHS
7 10 (2.79%) Equities
7 10 (2.79%) Data Extraction
8 6 (1.68%) Contract for Difference
9 5 (1.40%) Computer Science
10 4 (1.12%) FMCG
10 4 (1.12%) Mathematics
10 4 (1.12%) Derivative
10 4 (1.12%) Statistics
10 4 (1.12%) Fixed Income
11 3 (0.84%) Clustering
11 3 (0.84%) GIS
11 3 (0.84%) Taxonomies
11 3 (0.84%) Applied Mathematics
11 3 (0.84%) Reference Data
Operating Systems
1 11 (3.07%) Linux
1 11 (3.07%) UNIX
2 8 (2.23%) Windows
3 4 (1.12%) Windows Server 2008
4 3 (0.84%) Windows 2000
4 3 (0.84%) Windows Server 2003
4 3 (0.84%) Ubuntu
5 2 (0.56%) CentOS
6 1 (0.28%) AIX
Processes & Methodologies
1 209 (58.38%) Migration
2 184 (51.40%) Data Migration
3 97 (27.09%) ETL
4 80 (22.35%) Data Analysis
5 66 (18.44%) Business Intelligence
6 56 (15.64%) Validation
7 54 (15.08%) CRM
8 53 (14.80%) Data Modelling
9 52 (14.53%) Data Management
10 41 (11.45%) Project Management
11 34 (9.50%) Data Mapping
12 33 (9.22%) ERP
13 25 (6.98%) Data Governance
13 25 (6.98%) Analytics
14 20 (5.59%) Data Validation
14 20 (5.59%) Stakeholder Management
15 18 (5.03%) Business Analysis
16 17 (4.75%) Asset Management
16 17 (4.75%) Master Data Management
17 16 (4.47%) Data Reconciliation
Programming Languages
1 157 (43.85%) SQL
2 42 (11.73%) T-SQL
3 14 (3.91%) VBA
4 11 (3.07%) PL/SQL
5 8 (2.23%) Java
5 8 (2.23%) Shell Script
6 7 (1.96%) JavaScript
7 6 (1.68%) PHP
7 6 (1.68%) C#
7 6 (1.68%) Python
8 4 (1.12%) COBOL
9 3 (0.84%) VBScript
9 3 (0.84%) Scala
10 2 (0.56%) Apex Code
10 2 (0.56%) Bash Shell
10 2 (0.56%) Spark SQL
10 2 (0.56%) C++
11 1 (0.28%) C
11 1 (0.28%) Perl
11 1 (0.28%) VB.NET
Qualifications
1 15 (4.19%) Degree
2 8 (2.23%) Security Cleared
3 5 (1.40%) SC Cleared
4 4 (1.12%) ISEB
4 4 (1.12%) ISTQB
5 2 (0.56%) PMI Certification
5 2 (0.56%) BC Cleared
6 1 (0.28%) APMP
6 1 (0.28%) PMP
Quality Assurance & Compliance
1 34 (9.50%) Data Quality
2 12 (3.35%) QA
3 10 (2.79%) SLA
4 5 (1.40%) GAAP
4 5 (1.40%) FATCA
4 5 (1.40%) EMIR
5 1 (0.28%) Solvency II
System Software
1 4 (1.12%) Active Directory
2 3 (0.84%) Terminal Services
3 2 (0.56%) VMware Infrastructure
3 2 (0.56%) VMware ESXi
4 1 (0.28%) Apache ZooKeeper
4 1 (0.28%) Apache Flume
4 1 (0.28%) HDFS
4 1 (0.28%) GPFS
4 1 (0.28%) NFS
Systems Management
1 3 (0.84%) Tivoli
2 2 (0.56%) Puppet
2 2 (0.56%) Salt
3 1 (0.28%) Kibana
3 1 (0.28%) Chukwa
3 1 (0.28%) Hadoop YARN
3 1 (0.28%) Jitterbit
3 1 (0.28%) DBAmp
3 1 (0.28%) Cisco CUCM
3 1 (0.28%) Oracle EDQ
3 1 (0.28%) logstash
3 1 (0.28%) Systems Management Server (SMS)
3 1 (0.28%) SCCM
3 1 (0.28%) HP Quality Center
Vendors
1 75 (20.95%) SAP
2 58 (16.20%) Microsoft
3 37 (10.34%) Oracle
4 16 (4.47%) IBM
5 10 (2.79%) Cognos
6 6 (1.68%) Informatica
6 6 (1.68%) Salesforce.com
6 6 (1.68%) Tableau
7 5 (1.40%) VMware
7 5 (1.40%) Sun
7 5 (1.40%) Calypso
7 5 (1.40%) Netezza
8 4 (1.12%) DataFlux
8 4 (1.12%) Sybase
8 4 (1.12%) Citrix
8 4 (1.12%) Cadence
9 3 (0.84%) Talend
9 3 (0.84%) NetApp
9 3 (0.84%) HP
9 3 (0.84%) Red Hat
City, London
Nigel Frank International Ltd
Rate: £450 - £500 per day
Posted: Yesterday
City, London
Testing Circle Ltd
Rate: £200 per day
Posted: 2 days ago
London
Vivid Resourcing Ltd
Rate: Competitive Market Rates
Posted: 2 days ago
London
Engage PSG
Posted: 3 days ago
South West
Total Recruitment Specialists Limited / TRG / Total recruitment group
Rate: £150 - £200 Per Day
Posted: 3 days ago
Surrey
Volt
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Rate: £350 - £400 per day
Posted: 4 days ago
Kent
Proactive Appointments
Rate: From £200 to £255 per day
Posted: 4 days ago
North West
Investigo Search & Selection
Rate: £350 - £400 per day
Posted: 4 days ago
London
Montash
Rate: £400 - £500 per day
Posted: 5 days ago
City, London
Montash
Rate: £400 per day
Posted: 5 days ago
London
Montash
Rate: £400 - £500 per day
Posted: 6 days ago
London
Montash
Rate: £400 - £500 per day + Negotiable
Posted: 6 days ago
City of London
Computer Futures
Rate: £300 - £650 per day
Posted: 24 days ago
Bradford
Hays IT - Uk Posting account
Rate: £350.00 - £400.00 per annum
Posted: 25 days ago