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 9 February 2016 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
9 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 137 168 194
Rank change year-on-year
+31 +26
Contract jobs citing Data Cleansing 13 24 11
As % of all contract IT jobs located in the City of London 0.41% 0.47% 0.18%
As % of the Processes & Methodologies category 0.49% 0.58% 0.23%
Number of daily rates quoted 10 17 7
Average daily rate £344 £438 £375
Average daily rate % change year-on-year
-21.42% +16.66%
90% offered a daily rate of more than £223 £308 £145
10% offered a daily rate of more than £581 £504 £468
UK excluding London average daily rate £400 £391 £400
% change year-on-year
+2.23% -2.18%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £13.50 £22.25 £17.00
% change year-on-year
-39.32% +30.88%
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
2644 4145 4733
As % of all contract IT jobs located in the City of London 84.02% 80.94% 79.55%
Number of daily rates quoted 2095 3226 3431
Average daily rate £488 £450 £450
Average daily rate % change year-on-year
+8.33% -
90% offered a daily rate of more than £325 £315 £293
10% offered a daily rate of more than £625 £613 £625
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 30 36 51
Average hourly rate £24.00 £23.10 £27.25
Average hourly rate % change year-on-year
+3.91% -15.24%
90% offered a hourly rate of more than £13.00 £12.50 £16.50
10% offered a hourly rate of more than £53.00 £45.50 £77.50
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 9 February 2016.

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 9 February 2016, 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 16 (50.00%) SQL
2 15 (46.88%) Migration
3 9 (28.13%) Data Warehouse
4 8 (25.00%) Data Migration
5 7 (21.88%) Marketing
5 7 (21.88%) Data Quality
5 7 (21.88%) VBA
5 7 (21.88%) Microsoft
5 7 (21.88%) Legal
6 6 (18.75%) ETL
6 6 (18.75%) Data Integration
7 5 (15.63%) MS Excel
7 5 (15.63%) SQL Server
7 5 (15.63%) Business Intelligence
7 5 (15.63%) Information Security
7 5 (15.63%) Data Management
8 4 (12.50%) Information Management
8 4 (12.50%) Risk Assessment
8 4 (12.50%) Data Modelling
8 4 (12.50%) GIS
8 4 (12.50%) Workflow
8 4 (12.50%) Finance
8 4 (12.50%) CRM
8 4 (12.50%) SAS
8 4 (12.50%) ERP
8 4 (12.50%) WFM
8 4 (12.50%) Data Analysis
8 4 (12.50%) Information Architecture
8 4 (12.50%) Information Governance
8 4 (12.50%) Mobile App

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

For the 6 months to 9 February 2016, 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 (12.50%) SAS
2 3 (9.38%) CMS
2 3 (9.38%) Elasticsearch
3 1 (3.13%) Apache Spark
3 1 (3.13%) MS Project Server
Applications
1 5 (15.63%) MS Excel
2 2 (6.25%) MS Project
3 1 (3.13%) MS Office
3 1 (3.13%) MS Visio
Business Applications
1 2 (6.25%) Dynamics CRM
1 2 (6.25%) Unica
Cloud Services
1 2 (6.25%) Amazon AWS
Database & Business Intelligence
1 9 (28.13%) Data Warehouse
2 5 (15.63%) SQL Server
3 4 (12.50%) GIS
4 3 (9.38%) Big Data
4 3 (9.38%) Hadoop
4 3 (9.38%) MongoDB
4 3 (9.38%) SQL Server Integration Services
5 2 (6.25%) Amazon Redshift
5 2 (6.25%) Apache Hive
5 2 (6.25%) CouchDB
5 2 (6.25%) Impala
5 2 (6.25%) Spark SQL
5 2 (6.25%) SQL Server Analysis Services
5 2 (6.25%) SQL Server Reporting Services
5 2 (6.25%) Sqoop
6 1 (3.13%) Base SAS
6 1 (3.13%) Microsoft Analysis Services
6 1 (3.13%) PowerPivot
6 1 (3.13%) Relational Database
6 1 (3.13%) SAS EBI
Development Applications
1 2 (6.25%) Talend Open Studio
General
1 7 (21.88%) Legal
1 7 (21.88%) Marketing
2 4 (12.50%) Finance
3 2 (6.25%) Billing
3 2 (6.25%) Retail
3 2 (6.25%) Telecoms
4 1 (3.13%) Banking
4 1 (3.13%) Financial Institution
4 1 (3.13%) Law
Job Titles
1 17 (53.13%) Analyst
2 13 (40.63%) Data Analyst
3 7 (21.88%) Project Manager
4 4 (12.50%) Developer
4 4 (12.50%) Governance Manager
4 4 (12.50%) Project Governance Manager
5 3 (9.38%) Consultant
5 3 (9.38%) CRM Analyst
5 3 (9.38%) Data Consultant
5 3 (9.38%) Scala Developer
6 2 (6.25%) SAS Analyst
7 1 (3.13%) Billing Project Manager
7 1 (3.13%) Business Intelligence Analyst
7 1 (3.13%) Business Intelligence Developer
7 1 (3.13%) CRM Project Manager
7 1 (3.13%) Data Programmer
7 1 (3.13%) IT Project Manager
7 1 (3.13%) Senior Billing Project Manager
7 1 (3.13%) Senior IT Manager
7 1 (3.13%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 2 (6.25%) Lucene
1 2 (6.25%) MDX
1 2 (6.25%) REST
1 2 (6.25%) SOAP
2 1 (3.13%) GraphX
2 1 (3.13%) Web Services
Miscellaneous
1 6 (18.75%) Data Integration
2 4 (12.50%) Mobile App
3 3 (9.38%) Analytical Skills
4 2 (6.25%) Management Information System
5 1 (3.13%) Data Conversion
5 1 (3.13%) Data Extraction
Operating Systems
1 3 (9.38%) Unix
Processes & Methodologies
1 15 (46.88%) Migration
2 8 (25.00%) Data Migration
3 6 (18.75%) ETL
4 5 (15.63%) Business Intelligence
4 5 (15.63%) Data Management
4 5 (15.63%) Information Security
5 4 (12.50%) Analytics
5 4 (12.50%) CRM
5 4 (12.50%) Data Analysis
5 4 (12.50%) Data Modelling
5 4 (12.50%) ERP
5 4 (12.50%) Information Architecture
5 4 (12.50%) Information Governance
5 4 (12.50%) Information Management
5 4 (12.50%) Risk Assessment
5 4 (12.50%) WFM
5 4 (12.50%) Workflow
6 3 (9.38%) BDD
6 3 (9.38%) Data Governance
6 3 (9.38%) SDLC
Programming Languages
1 16 (50.00%) SQL
2 7 (21.88%) VBA
3 3 (9.38%) Scala
3 3 (9.38%) Shell Script
4 2 (6.25%) T-SQL
Quality Assurance & Compliance
1 7 (21.88%) Data Quality
2 3 (9.38%) QA
3 1 (3.13%) PCI DSS
System Software
1 2 (6.25%) Apache Flume
Systems Management
1 2 (6.25%) DBAmp
1 2 (6.25%) Jitterbit
Vendors
1 7 (21.88%) Microsoft
2 2 (6.25%) IBM
2 2 (6.25%) Salesforce.com
2 2 (6.25%) Talend
3 1 (3.13%) Google
3 1 (3.13%) Tableau
3 1 (3.13%) WorldPay