The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the City of 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 6 May 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
6 May 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 163 192 186
Rank change year-on-year
+29 -6
Contract jobs citing Data Cleansing 30 20 17
As % of all contract IT jobs located in the City of London 0.54% 0.32% 0.27%
As % of the Processes & Methodologies category 0.70% 0.42% 0.36%
Number of daily rates quoted 30 12 14
Average daily rate
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£363 £475 £375
Average daily rate % change year-on-year
-23.72% +26.73%
90% offered a daily rate of more than £300 £248 £286
10% offered a daily rate of more than £480 £598 £563
UK excluding London average daily rate £365 £390 £400
% change year-on-year
-6.41% -2.50%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £20.00
UK excluding London average hourly rate £33.67 £17.00 £16.00
% change year-on-year
+98.02% +6.25%
Data Cleansing
London

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
4267 4781 4727
As % of all contract IT jobs located in the City of London 77.46% 77.24% 76.45%
Number of daily rates quoted 3338 3539 3582
Average daily rate £470 £450 £450
Average daily rate % change year-on-year
+4.44% -
90% offered a daily rate of more than £325 £300 £313
10% offered a daily rate of more than £615 £625 £600
UK excluding London average daily rate £388 £375 £363
% change year-on-year
+3.33% +3.44%
Number of hourly rates quoted 40 44 54
Average hourly rate £24.23 £22.25 £93.75
Average hourly rate % change year-on-year
+8.89% -76.26%
90% offered a hourly rate of more than £13.50 £13.00 £19.00
10% offered a hourly rate of more than £94.75 £47.50 £135.00
UK excluding London average hourly rate £30.00 £30.00 £32.00
% change year-on-year
- -6.25%

Data Cleansing
Jobs Demand Trend in the City of London

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

Data Cleansing Jobs Demand Trend in the City of London

Data Cleansing
Daily Rate Trend in the City of London

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

Data Cleansing Daily Rate Trend in the City of London

Data Cleansing
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the City of London region over the 3 months to 6 May 2015.

Data Cleansing Daily Rate Histogram in the City of London

Data Cleansing
Hourly Rate Trend in the City of London

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

Data Cleansing Hourly Rate Trend in the City of London

Data Cleansing
Top 30 Related IT Skills in the City of London

For the 6 months to 6 May 2015, IT contractor jobs across the City of 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 32 (58.18%) Migration
2 28 (50.91%) SQL
3 26 (47.27%) Finance
3 26 (47.27%) Data Migration
4 18 (32.73%) Data Warehouse
5 15 (27.27%) Business Intelligence
6 13 (23.64%) ETL
7 10 (18.18%) Analytical Skills
8 9 (16.36%) Performance Tuning
8 9 (16.36%) Analytics
8 9 (16.36%) CRM
8 9 (16.36%) T-SQL
8 9 (16.36%) SQL Server
8 9 (16.36%) Validation
8 9 (16.36%) Data Management
8 9 (16.36%) Data Analysis
9 8 (14.55%) Marketing
9 8 (14.55%) Oracle
9 8 (14.55%) MS Excel
10 7 (12.73%) Microsoft
10 7 (12.73%) SQL Server Integration Services
10 7 (12.73%) SQL Server Reporting Services
10 7 (12.73%) Data Integration
11 6 (10.91%) Oracle BI EE
11 6 (10.91%) Banking
11 6 (10.91%) Dynamics CRM
11 6 (10.91%) Sun
11 6 (10.91%) GAAP
11 6 (10.91%) Cognos
11 6 (10.91%) Data Modelling

Data Cleansing
Top Related IT Skills in the City of London by Category

For the 6 months to 6 May 2015, IT contractor jobs across the City of 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 4 (7.27%) SAS
Applications
1 8 (14.55%) MS Excel
2 4 (7.27%) MS PowerPoint
3 2 (3.64%) MS Office
4 1 (1.82%) Spreadsheet
4 1 (1.82%) PowerPivot
Business Applications
1 6 (10.91%) Dynamics CRM
2 5 (9.09%) Oracle EBS R12
3 4 (7.27%) Cognos TM1
3 4 (7.27%) Cognos Business Intelligence
4 2 (3.64%) Cognos Controller
4 2 (3.64%) Oracle General Ledger
5 1 (1.82%) Markit EDM
5 1 (1.82%) SAP ERP
5 1 (1.82%) SAP SD
5 1 (1.82%) SAP MM
5 1 (1.82%) SAP PP
5 1 (1.82%) HFM
Cloud Services
1 1 (1.82%) PaaS
1 1 (1.82%) FinancialForce.com
Database & Business Intelligence
1 18 (32.73%) Data Warehouse
2 9 (16.36%) SQL Server
3 7 (12.73%) SQL Server Reporting Services
3 7 (12.73%) SQL Server Integration Services
4 6 (10.91%) Oracle BI EE
5 3 (5.45%) Data Mart
6 2 (3.64%) Data Mining
6 2 (3.64%) Informix
6 2 (3.64%) Oracle Reports
7 1 (1.82%) MS Access
7 1 (1.82%) OLAP
7 1 (1.82%) OLTP
7 1 (1.82%) SQL Server 2008
7 1 (1.82%) Relational Database
7 1 (1.82%) QlikView
7 1 (1.82%) SQL Server Analysis Services
Development Applications
1 1 (1.82%) Talend Open Studio
General
1 26 (47.27%) Finance
2 8 (14.55%) Marketing
3 6 (10.91%) Banking
4 5 (9.09%) Legal
5 2 (3.64%) General Ledger
5 2 (3.64%) Front Office
5 2 (3.64%) Telecoms
6 1 (1.82%) Law
6 1 (1.82%) Retail
6 1 (1.82%) Spanish Language
Job Titles
1 30 (54.55%) Analyst
2 18 (32.73%) Data Analyst
3 9 (16.36%) Consultant
4 6 (10.91%) Developer
4 6 (10.91%) Senior Consultant
4 6 (10.91%) Business Analyst
4 6 (10.91%) OBIEE Consultant
5 5 (9.09%) Test Analyst
6 4 (7.27%) SQL Developer
6 4 (7.27%) Data Manager
7 3 (5.45%) Financial Analyst
7 3 (5.45%) Excel Developer
7 3 (5.45%) Data Migration Manager
8 2 (3.64%) Business Manager
8 2 (3.64%) Operations Analyst
8 2 (3.64%) Data Consultant
8 2 (3.64%) SAS Analyst
8 2 (3.64%) Support Analyst
8 2 (3.64%) Support Specialist
9 1 (1.82%) Administrator
Libraries, Frameworks & Software Standards
1 1 (1.82%) HTML
1 1 (1.82%) .NET
1 1 (1.82%) SOAP
1 1 (1.82%) XML
1 1 (1.82%) MDX
1 1 (1.82%) REST
Miscellaneous
1 10 (18.18%) Analytical Skills
2 7 (12.73%) Data Integration
3 3 (5.45%) Foreign Exchange (FX)
4 1 (1.82%) NHS
4 1 (1.82%) Management Information System
4 1 (1.82%) Fixed Income
4 1 (1.82%) Equities
4 1 (1.82%) Mathematics
4 1 (1.82%) Reference Data
4 1 (1.82%) Data Extraction
4 1 (1.82%) FMCG
4 1 (1.82%) Data Structures
Operating Systems
1 2 (3.64%) UNIX
1 2 (3.64%) AIX
2 1 (1.82%) Windows
Processes & Methodologies
1 32 (58.18%) Migration
2 26 (47.27%) Data Migration
3 15 (27.27%) Business Intelligence
4 13 (23.64%) ETL
5 9 (16.36%) Validation
5 9 (16.36%) CRM
5 9 (16.36%) Data Management
5 9 (16.36%) Data Analysis
5 9 (16.36%) Analytics
5 9 (16.36%) Performance Tuning
6 6 (10.91%) Data Modelling
7 5 (9.09%) Agile Software Development
7 5 (9.09%) Customer Analytics
7 5 (9.09%) Customer Insight
8 3 (5.45%) Master Data Management
8 3 (5.45%) Procure-to-pay
8 3 (5.45%) Data Mapping
8 3 (5.45%) User Acceptance Testing
8 3 (5.45%) System Testing
8 3 (5.45%) ERP
Programming Languages
1 28 (50.91%) SQL
2 9 (16.36%) T-SQL
3 5 (9.09%) VBA
4 4 (7.27%) PL/SQL
5 3 (5.45%) VB
6 2 (3.64%) AWK
7 1 (1.82%) Java
7 1 (1.82%) VB.NET
Qualifications
1 2 (3.64%) ISTQB
1 2 (3.64%) SC Cleared
1 2 (3.64%) Security Cleared
1 2 (3.64%) ISTQB Advanced Certification
2 1 (1.82%) Degree
Quality Assurance & Compliance
1 6 (10.91%) GAAP
2 4 (7.27%) Data Quality
3 2 (3.64%) Solvency II
4 1 (1.82%) QA
Systems Management
1 1 (1.82%) Jitterbit
1 1 (1.82%) DBAmp
Vendors
1 8 (14.55%) Oracle
2 7 (12.73%) Microsoft
3 6 (10.91%) Sun
3 6 (10.91%) Cognos
4 4 (7.27%) IBM
5 3 (5.45%) SAP
6 2 (3.64%) Sybase
6 2 (3.64%) Salesforce.com
6 2 (3.64%) DataFlux
7 1 (1.82%) Tableau
7 1 (1.82%) Talend
7 1 (1.82%) ServiceNow
7 1 (1.82%) BT
7 1 (1.82%) Metastorm
7 1 (1.82%) GoldenSource
7 1 (1.82%) Chordiant
7 1 (1.82%) Hyperion
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