The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the London region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 29 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
29 Jul 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 325 316 347
Rank change year-on-year
-9 +31
Contract jobs citing Data Cleansing 89 104 73
As % of all contract IT jobs located in London 0.38% 0.44% 0.30%
As % of the Processes & Methodologies category 0.48% 0.56% 0.38%
Number of daily rates quoted 51 64 49
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£400 £410 £370
Average daily rate % change year-on-year
-2.43% +10.81%
90% offered a daily rate of more than £275 £283 £255
10% offered a daily rate of more than £500 £536 £550
UK excluding London average daily rate £350 £344 £308
% change year-on-year
+1.81% +11.78%
Number of hourly rates quoted 2 0 1
Average hourly rate £15.61 - £16.75
UK excluding London average hourly rate £15.50 £15.00 £12.00
% change year-on-year
+3.33% +25.00%
Data Cleansing
England

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18668 18664 19051
As % of all contract IT jobs located in London 79.27% 79.03% 78.57%
Number of daily rates quoted 13353 13049 13235
Average daily rate £450 £445 £450
Average daily rate % change year-on-year
+1.12% -1.11%
90% offered a daily rate of more than £313 £300 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 220 227 267
Average hourly rate £21.50 £20.00 £28.00
Average hourly rate % change year-on-year
+7.50% -28.57%
90% offered a hourly rate of more than £13.00 £14.00 £14.65
10% offered a hourly rate of more than £76.00 £53.50 £52.50
UK excluding London average hourly rate £30.00 £26.98 £31.00
% change year-on-year
+11.21% -12.98%

Data Cleansing
Jobs Demand Trend in London

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

Data Cleansing Jobs Demand Trend in London

Data Cleansing
Daily Rate Trend in London

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

Data Cleansing Daily Rate Trend in London

Data Cleansing
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the London region over the 3 months to 29 July 2015.

Data Cleansing Daily Rate Histogram in London

Data Cleansing
Hourly Rate Trend in London

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

Data Cleansing Hourly Rate Trend in London

Data Cleansing
Contract Job Locations in London

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 London region over the 3 months to 29 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
City of London +7 26 £394 -8.69% 10
Brentford +4 3 £390 +11.42%
Canary Wharf - 2 £470 -
Uxbridge - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 29 July 2015, IT contractor jobs across the London 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.

1 119 (58.05%) Migration
2 109 (53.17%) Data Migration
3 92 (44.88%) SQL
4 70 (34.15%) Finance
5 59 (28.78%) ETL
6 50 (24.39%) Data Analysis
7 49 (23.90%) Data Warehouse
7 49 (23.90%) SAP
8 41 (20.00%) Business Intelligence
9 39 (19.02%) CRM
10 31 (15.12%) Data Modelling
10 31 (15.12%) Validation
10 31 (15.12%) Dynamics CRM
11 29 (14.15%) Data Management
11 29 (14.15%) Project Management
12 27 (13.17%) MS Excel
13 26 (12.68%) Analytical Skills
14 21 (10.24%) Oracle
15 20 (9.76%) T-SQL
15 20 (9.76%) Microsoft
15 20 (9.76%) Data Mapping
15 20 (9.76%) Data Quality
16 19 (9.27%) SQL Server
17 18 (8.78%) SQL Server Integration Services
18 17 (8.29%) Banking
18 17 (8.29%) Analytics
18 17 (8.29%) Data Integration
19 16 (7.80%) Marketing
19 16 (7.80%) ERP
19 16 (7.80%) Foreign Exchange (FX)

Data Cleansing
Top Related IT Skills in London by Category

For the 6 months to 29 July 2015, IT contractor jobs across the London 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 10 (4.88%) SAS
2 3 (1.46%) Elasticsearch
2 3 (1.46%) Apache Spark
3 2 (0.98%) Confluence
4 1 (0.49%) Apache Pig
4 1 (0.49%) Tomcat
4 1 (0.49%) SharePoint
4 1 (0.49%) Oracle Workflow
4 1 (0.49%) IBM HTTP Server
4 1 (0.49%) Jetty
4 1 (0.49%) IPython
Applications
1 27 (13.17%) MS Excel
2 9 (4.39%) MS PowerPoint
3 3 (1.46%) MS Visio
3 3 (1.46%) MS Project
4 2 (0.98%) MS Office
Business Applications
1 31 (15.12%) Dynamics CRM
2 10 (4.88%) Markit EDM
3 8 (3.90%) SAP MM
4 7 (3.41%) SAP PP
4 7 (3.41%) SAP WM
4 7 (3.41%) SAP PM
5 6 (2.93%) Summit
5 6 (2.93%) SAP ERP
6 4 (1.95%) Oracle EBS R12
7 3 (1.46%) SAP SD
7 3 (1.46%) SAP APO
7 3 (1.46%) Cognos Controller
8 2 (0.98%) Cognos TM1
8 2 (0.98%) SimCorp Dimension
8 2 (0.98%) SAP FI
8 2 (0.98%) Oracle EBS
9 1 (0.49%) Oracle Applications
9 1 (0.49%) SAP Payroll
9 1 (0.49%) SAP HR
9 1 (0.49%) SAP Oil and Gas
Cloud Services
1 3 (1.46%) Amazon AWS
2 1 (0.49%) PaaS
Communications & Networking
1 5 (2.44%) Broadband
2 1 (0.49%) Kerberos
2 1 (0.49%) TCP/IP
2 1 (0.49%) SNA
2 1 (0.49%) Firewall
2 1 (0.49%) NAS
Database & Business Intelligence
1 49 (23.90%) Data Warehouse
2 19 (9.27%) SQL Server
3 18 (8.78%) SQL Server Integration Services
4 12 (5.85%) Oracle BI EE
5 9 (4.39%) Relational Database
6 6 (2.93%) Oracle Reports
7 5 (2.44%) Data Mining
7 5 (2.44%) SQL Server Reporting Services
7 5 (2.44%) Oracle ODI
8 4 (1.95%) Oracle Database
8 4 (1.95%) Amazon Redshift
8 4 (1.95%) QlikView
8 4 (1.95%) Hadoop
8 4 (1.95%) Big Data
8 4 (1.95%) DB2
8 4 (1.95%) MySQL
9 3 (1.46%) PostgreSQL
9 3 (1.46%) PowerCenter
9 3 (1.46%) SQL Server Analysis Services
10 2 (0.98%) Business Intelligence Development Studio
Development Applications
1 9 (4.39%) ERwin
1 9 (4.39%) JIRA
2 4 (1.95%) Git (software)
3 2 (0.98%) Subversion
3 2 (0.98%) Talend Open Studio
4 1 (0.49%) Oracle APEX
4 1 (0.49%) Maven
4 1 (0.49%) LSMW
4 1 (0.49%) Jenkins
4 1 (0.49%) Robomongo
4 1 (0.49%) RStudio
General
1 70 (34.15%) Finance
2 17 (8.29%) Banking
3 16 (7.80%) Marketing
4 11 (5.37%) Portuguese Language
4 11 (5.37%) Manufacturing
5 10 (4.88%) Back Office
6 8 (3.90%) Retail
6 8 (3.90%) Spanish Language
7 6 (2.93%) Financial Institution
7 6 (2.93%) Legal
7 6 (2.93%) Telecoms
8 5 (2.44%) Front Office
9 3 (1.46%) General Ledger
10 2 (0.98%) Investment Banking
10 2 (0.98%) Advertising
10 2 (0.98%) Pharmaceutical
11 1 (0.49%) Electronics
11 1 (0.49%) Billing
Job Titles
1 78 (38.05%) Analyst
2 49 (23.90%) Data Analyst
3 40 (19.51%) Developer
4 29 (14.15%) Consultant
5 20 (9.76%) Business Analyst
6 15 (7.32%) Data Consultant
7 12 (5.85%) Project Manager
8 11 (5.37%) SAP Manager
8 11 (5.37%) ETL Developer
9 10 (4.88%) OBIEE Consultant
10 9 (4.39%) Data Manager
11 8 (3.90%) Test Analyst
11 8 (3.90%) SAP Consultant
12 7 (3.41%) Senior Consultant
12 7 (3.41%) Data Migration Analyst
12 7 (3.41%) SQL Developer
12 7 (3.41%) Data Modeller
12 7 (3.41%) SAP Data Consultant
12 7 (3.41%) SAP Project Manager
13 6 (2.93%) Data Migration Manager
Libraries, Frameworks & Software Standards
1 5 (2.44%) HTML
2 3 (1.46%) .NET
2 3 (1.46%) CGI
3 2 (0.98%) XML
3 2 (0.98%) CSS
3 2 (0.98%) REST
3 2 (0.98%) Lucene
4 1 (0.49%) Spring
4 1 (0.49%) MDX
4 1 (0.49%) Oracle Fusion
4 1 (0.49%) HTML5
4 1 (0.49%) D3.js
4 1 (0.49%) Kafka
4 1 (0.49%) AngularJS
4 1 (0.49%) RHadoop
4 1 (0.49%) MLlib
4 1 (0.49%) Spark Streaming
4 1 (0.49%) GraphX
4 1 (0.49%) Apache Tika
4 1 (0.49%) JDBC
Miscellaneous
1 26 (12.68%) Analytical Skills
2 17 (8.29%) Data Integration
3 16 (7.80%) Foreign Exchange (FX)
4 11 (5.37%) Equities
5 10 (4.88%) Data Structures
6 9 (4.39%) Management Information System
7 7 (3.41%) Contract for Difference
8 4 (1.95%) Derivative
8 4 (1.95%) Fixed Income
9 3 (1.46%) Reference Data
9 3 (1.46%) FMCG
10 2 (0.98%) Data Conversion
10 2 (0.98%) NHS
10 2 (0.98%) Taxonomies
10 2 (0.98%) Ontologies
11 1 (0.49%) Statistics
11 1 (0.49%) Mathematics
11 1 (0.49%) Social Network
11 1 (0.49%) Fat Client
11 1 (0.49%) Thin Client
Operating Systems
1 11 (5.37%) UNIX
2 8 (3.90%) Linux
3 3 (1.46%) Windows
4 2 (0.98%) Ubuntu
4 2 (0.98%) Windows Server 2008
4 2 (0.98%) CentOS
5 1 (0.49%) AIX
5 1 (0.49%) Windows 2000
5 1 (0.49%) Windows Server 2003
Processes & Methodologies
1 119 (58.05%) Migration
2 109 (53.17%) Data Migration
3 59 (28.78%) ETL
4 50 (24.39%) Data Analysis
5 41 (20.00%) Business Intelligence
6 39 (19.02%) CRM
7 31 (15.12%) Data Modelling
7 31 (15.12%) Validation
8 29 (14.15%) Data Management
8 29 (14.15%) Project Management
9 20 (9.76%) Data Mapping
10 17 (8.29%) Analytics
11 16 (7.80%) ERP
12 15 (7.32%) Data Governance
13 13 (6.34%) Stakeholder Management
14 11 (5.37%) Agile Software Development
14 11 (5.37%) Data Reconciliation
15 10 (4.88%) Integration Testing
16 9 (4.39%) Business Analysis
16 9 (4.39%) Enterprise Data Management
Programming Languages
1 92 (44.88%) SQL
2 20 (9.76%) T-SQL
3 8 (3.90%) Java
4 6 (2.93%) JavaScript
4 6 (2.93%) PHP
4 6 (2.93%) Shell Script
5 5 (2.44%) Python
6 4 (1.95%) VBA
6 4 (1.95%) PL/SQL
7 3 (1.46%) Scala
8 2 (0.98%) Bash Shell
8 2 (0.98%) C++
8 2 (0.98%) Spark SQL
9 1 (0.49%) C
9 1 (0.49%) Perl
9 1 (0.49%) VBScript
9 1 (0.49%) VB.NET
9 1 (0.49%) R
9 1 (0.49%) Jython
Qualifications
1 8 (3.90%) Degree
2 3 (1.46%) Security Cleared
3 2 (0.98%) SC Cleared
4 1 (0.49%) ISEB
4 1 (0.49%) PMP
4 1 (0.49%) PMI Certification
4 1 (0.49%) ISTQB
Quality Assurance & Compliance
1 20 (9.76%) Data Quality
2 10 (4.88%) QA
3 5 (2.44%) GAAP
3 5 (2.44%) FATCA
3 5 (2.44%) EMIR
4 3 (1.46%) SLA
5 1 (0.49%) Solvency II
System Software
1 1 (0.49%) NFS
1 1 (0.49%) Active Directory
1 1 (0.49%) Terminal Services
1 1 (0.49%) Apache ZooKeeper
1 1 (0.49%) Apache Flume
1 1 (0.49%) HDFS
1 1 (0.49%) GPFS
Systems Management
1 2 (0.98%) Puppet
1 2 (0.98%) Salt
2 1 (0.49%) Kibana
2 1 (0.49%) Chukwa
2 1 (0.49%) Hadoop YARN
2 1 (0.49%) Jitterbit
2 1 (0.49%) DBAmp
2 1 (0.49%) logstash
2 1 (0.49%) Tivoli
2 1 (0.49%) HP Quality Center
Vendors
1 49 (23.90%) SAP
2 21 (10.24%) Oracle
3 20 (9.76%) Microsoft
4 11 (5.37%) IBM
5 9 (4.39%) Cognos
6 5 (2.44%) Sun
6 5 (2.44%) Calypso
7 4 (1.95%) Sybase
7 4 (1.95%) DataFlux
7 4 (1.95%) Tableau
8 3 (1.46%) WorldPay
8 3 (1.46%) Informatica
9 2 (0.98%) Red Hat
9 2 (0.98%) Salesforce.com
9 2 (0.98%) HP
9 2 (0.98%) SaltStack
9 2 (0.98%) Atlassian
9 2 (0.98%) GoldenSource
9 2 (0.98%) SimCorp
9 2 (0.98%) Talend
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Rate: £400 - £500 per day + Negotiable
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Rate: £0.00 per annum
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