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 contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 5 May 2016 with a comparison to the same period over 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.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 354 317 326
Rank change year-on-year
-37 +9
Contract jobs citing Data Cleansing 72 111 102
As % of all contract IT jobs located in London 0.32% 0.50% 0.44%
As % of the Processes & Methodologies category 0.38% 0.61% 0.54%
Number of daily rates quoted 45 77 57
Median daily rate £390 £450 £388
Median daily rate % change year-on-year
-13.33% +16.12%
90% offered a daily rate of more than £224 £335 £275
10% offered a daily rate of more than £550 £700 £558
UK excluding London median daily rate £425 £375 £390
% change year-on-year
+13.33% -3.84%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.67 £17.25
% change year-on-year
-52.47% +95.15%
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
19066 18075 18797
As % of all contract IT jobs located in London 83.63% 80.81% 80.66%
Number of daily rates quoted 13912 12626 13373
Median daily rate £475 £450 £430
Median daily rate % change year-on-year
+5.55% +4.65%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £613 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 156 259 231
Median hourly rate £22.00 £20.50 £22.50
Median hourly rate % change year-on-year
+7.31% -8.88%
90% offered a hourly rate of more than £12.75 £11.00 £13.00
10% offered a hourly rate of more than £52.50 £82.50 £50.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

Data Cleansing
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Data Cleansing as a proportion of all IT contracts with a match in 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 5 May 2016.

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 median contractor rates quoted in IT jobs citing Data Cleansing within the London region over the 3 months to 5 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +18 9 £475 +31.03% 4
Feltham - 3 £440 -
Hayes - 3 £313 - 1
New Malden - 2 - -
Docklands, London - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 5 May 2016, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Data Cleansing.

1 89 (56.33%) Migration
2 71 (44.94%) Data Migration
3 63 (39.87%) Data Quality
4 49 (31.01%) SQL
5 40 (25.32%) Data Analysis
6 36 (22.78%) Data Modelling
7 35 (22.15%) Microsoft
8 33 (20.89%) Finance
9 29 (18.35%) MS Excel
10 26 (16.46%) Data Management
11 20 (12.66%) SAP
12 18 (11.39%) Reference Data
13 17 (10.76%) Banking
13 17 (10.76%) PRINCE2
13 17 (10.76%) CRM
13 17 (10.76%) Data Warehouse
13 17 (10.76%) ETL
14 16 (10.13%) QA
15 15 (9.49%) Agile Software Development
16 14 (8.86%) Master Data Management
16 14 (8.86%) SQL Server
17 13 (8.23%) Project Management
17 13 (8.23%) Data Mapping
17 13 (8.23%) Analytics
17 13 (8.23%) Data Governance
17 13 (8.23%) Learning Management System
18 12 (7.59%) Data Extraction
18 12 (7.59%) Business Intelligence
18 12 (7.59%) VBA
18 12 (7.59%) MySQL

Data Cleansing
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (4.43%) SAS
2 6 (3.80%) Elasticsearch
3 5 (3.16%) Apache Spark
4 3 (1.90%) Confluence
5 2 (1.27%) Apache
5 2 (1.27%) Apache Pig
6 1 (0.63%) JBoss
6 1 (0.63%) Node.js
6 1 (0.63%) SharePoint
Applications
1 29 (18.35%) MS Excel
2 7 (4.43%) MS Office
3 4 (2.53%) MS Project
4 3 (1.90%) Spreadsheet
5 2 (1.27%) MS Visio
Business Applications
1 9 (5.70%) Dynamics CRM
1 9 (5.70%) Markit EDM
2 3 (1.90%) SAP HR
2 3 (1.90%) SAP Payroll
3 2 (1.27%) Oracle EBS R12
3 2 (1.27%) Oracle ERP
3 2 (1.27%) Oracle Procure-to-Pay
4 1 (0.63%) Dynamics AX
4 1 (0.63%) Oracle 11i
4 1 (0.63%) Oracle EBS
4 1 (0.63%) Oracle Financials
4 1 (0.63%) SAP MDM
4 1 (0.63%) SAP MM
Cloud Services
1 4 (2.53%) Amazon AWS
2 3 (1.90%) Office 365
3 1 (0.63%) Microsoft Azure
Communications & Networking
1 3 (1.90%) SNA
2 2 (1.27%) SSH
Database & Business Intelligence
1 17 (10.76%) Data Warehouse
2 14 (8.86%) SQL Server
3 12 (7.59%) MySQL
4 11 (6.96%) Big Data
5 10 (6.33%) Hadoop
5 10 (6.33%) MS Access
6 9 (5.70%) Data Mining
7 8 (5.06%) DB2
7 8 (5.06%) JasperReports
7 8 (5.06%) PostgreSQL
7 8 (5.06%) SAP Data Services
8 7 (4.43%) Apache Hive
8 7 (4.43%) CouchDB
9 6 (3.80%) Amazon Redshift
9 6 (3.80%) MongoDB
9 6 (3.80%) Relational Database
10 5 (3.16%) Impala
10 5 (3.16%) NoSQL
10 5 (3.16%) Spark SQL
10 5 (3.16%) Sqoop
Development Applications
1 5 (3.16%) LSMW
2 3 (1.90%) Git (software)
2 3 (1.90%) JIRA
2 3 (1.90%) Subversion
3 2 (1.27%) ERwin
4 1 (0.63%) Balsamiq Mockups
4 1 (0.63%) Eclipse
General
1 33 (20.89%) Finance
2 17 (10.76%) Banking
3 10 (6.33%) Investment Banking
4 5 (3.16%) Marketing
4 5 (3.16%) Pharmaceutical
5 4 (2.53%) Legal
6 3 (1.90%) Advertising
7 2 (1.27%) Financial Institution
7 2 (1.27%) Law
7 2 (1.27%) Publishing
7 2 (1.27%) Retail
8 1 (0.63%) Billing
8 1 (0.63%) Local Government
8 1 (0.63%) Manufacturing
8 1 (0.63%) Retail Banking
8 1 (0.63%) Telecoms
Job Titles
1 71 (44.94%) Analyst
2 50 (31.65%) Data Analyst
3 21 (13.29%) Consultant
4 17 (10.76%) Business Analyst
5 16 (10.13%) Data Consultant
6 15 (9.49%) Data Migration Analyst
6 15 (9.49%) Developer
6 15 (9.49%) Migration Analyst
7 14 (8.86%) Data Business Analyst
8 11 (6.96%) Project Manager
9 10 (6.33%) Architect
9 10 (6.33%) SAP Consultant
9 10 (6.33%) SAP Data Consultant
10 8 (5.06%) Data Migration Consultant
10 8 (5.06%) Migration Consultant
10 8 (5.06%) Scala Developer
10 8 (5.06%) Solvency II Business Analyst
11 7 (4.43%) Data Quality Analyst
11 7 (4.43%) Excel Analyst
12 6 (3.80%) CRM Analyst
Libraries, Frameworks & Software Standards
1 5 (3.16%) Lucene
2 4 (2.53%) AngularJS
2 4 (2.53%) HTML
3 3 (1.90%) BAPI
3 3 (1.90%) HTML5
4 2 (1.27%) D3.js
4 2 (1.27%) GraphX
5 1 (0.63%) .NET
5 1 (0.63%) .NET Framework
5 1 (0.63%) ASP.NET
5 1 (0.63%) ASP.NET MVC
5 1 (0.63%) CSS
5 1 (0.63%) Express
5 1 (0.63%) Hibernate
5 1 (0.63%) Java EE
5 1 (0.63%) MDX
5 1 (0.63%) ODBC
5 1 (0.63%) REST
5 1 (0.63%) XML
Miscellaneous
1 18 (11.39%) Reference Data
2 13 (8.23%) Learning Management System
3 12 (7.59%) Data Extraction
3 12 (7.59%) Management Information System
4 11 (6.96%) Data Integration
5 9 (5.70%) Foreign Exchange (FX)
6 8 (5.06%) Analytical Skills
7 7 (4.43%) Data Conversion
8 6 (3.80%) Data Structures
9 4 (2.53%) Smart Meter
9 4 (2.53%) Visualisation
10 3 (1.90%) Reinsurance
11 2 (1.27%) Algorithms
11 2 (1.27%) Computer Science
11 2 (1.27%) Credit Risk
11 2 (1.27%) e-Learning
11 2 (1.27%) FMCG
11 2 (1.27%) Mobile App
11 2 (1.27%) New Media
12 1 (0.63%) Equities
Operating Systems
1 6 (3.80%) Unix
2 3 (1.90%) Windows
3 1 (0.63%) Linux
Processes & Methodologies
1 89 (56.33%) Migration
2 71 (44.94%) Data Migration
3 40 (25.32%) Data Analysis
4 36 (22.78%) Data Modelling
5 26 (16.46%) Data Management
6 17 (10.76%) CRM
6 17 (10.76%) ETL
6 17 (10.76%) PRINCE2
7 15 (9.49%) Agile Software Development
8 14 (8.86%) Master Data Management
9 13 (8.23%) Analytics
9 13 (8.23%) Data Governance
9 13 (8.23%) Data Mapping
9 13 (8.23%) Project Management
10 12 (7.59%) Business Intelligence
11 11 (6.96%) Asset Management
12 10 (6.33%) Data Architecture
12 10 (6.33%) Test Scripting
12 10 (6.33%) Validation
13 9 (5.70%) ERP
Programming Languages
1 49 (31.01%) SQL
2 12 (7.59%) VBA
3 9 (5.70%) Shell Script
4 8 (5.06%) Scala
5 6 (3.80%) Java
6 4 (2.53%) JavaScript
6 4 (2.53%) T-SQL
7 3 (1.90%) ABAP
7 3 (1.90%) AWK
7 3 (1.90%) Lua
7 3 (1.90%) Perl
7 3 (1.90%) Python
7 3 (1.90%) sed
7 3 (1.90%) VB
8 2 (1.27%) R
9 1 (0.63%) C
9 1 (0.63%) C#
9 1 (0.63%) PowerShell
9 1 (0.63%) X++
Qualifications
1 6 (3.80%) Degree
2 2 (1.27%) ACCA
2 2 (1.27%) APMP
2 2 (1.27%) CIMA
2 2 (1.27%) DV Cleared
2 2 (1.27%) PRINCE2 Practitioner
2 2 (1.27%) SC Cleared
2 2 (1.27%) Security Cleared
3 1 (0.63%) PMI Certification
3 1 (0.63%) PMP
Quality Assurance & Compliance
1 63 (39.87%) Data Quality
2 16 (10.13%) QA
3 9 (5.70%) Solvency II
4 1 (0.63%) PCI DSS
System Software
1 5 (3.16%) Apache Flume
2 1 (0.63%) Active Directory
Systems Management
1 2 (1.27%) Oracle EDQ
Vendors
1 35 (22.15%) Microsoft
2 20 (12.66%) SAP
3 11 (6.96%) Oracle
4 8 (5.06%) Bloomberg
5 4 (2.53%) Tableau
6 3 (1.90%) Informatica
6 3 (1.90%) Sybase
7 2 (1.27%) Cloudera
7 2 (1.27%) Hortonworks
7 2 (1.27%) Northgate
7 2 (1.27%) Palantir
7 2 (1.27%) WorldPay
8 1 (0.63%) GoldenSource
8 1 (0.63%) Google
8 1 (0.63%) IBM
8 1 (0.63%) Murex
8 1 (0.63%) Sage
8 1 (0.63%) Siebel
City, London
Venturi
Rate: £400 - £450 per day
Posted: 16 hours ago
London
Computer People
Rate: £400.00 - £500.00 per day
Posted: Yesterday
Hayes, Middlesex
Sanderson
Rate: £300 - £400 per day
Posted: 5 days ago
London
Vivid Resourcing
Rate: £75k - 80k per year
Posted: 26 days ago