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 30 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
30 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 350 303 347
Rank change year-on-year
-47 +44
Contract jobs citing Data Cleansing 67 117 84
As % of all contract IT jobs located in London 0.31% 0.52% 0.36%
As % of the Processes & Methodologies category 0.37% 0.64% 0.45%
Number of daily rates quoted 44 74 47
Median daily rate £389 £425 £425
Median daily rate % change year-on-year
-8.52% -
90% offered a daily rate of more than £216 £336 £325
10% offered a daily rate of more than £534 £587 £575
UK excluding London median daily rate £425 £375 £375
% change year-on-year
+13.33% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £10.22 -
UK excluding London median hourly rate £16.00 £33.67 £15.00
% change year-on-year
-52.47% +124.43%
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
18191 18320 18823
As % of all contract IT jobs located in London 83.91% 80.97% 80.52%
Number of daily rates quoted 13326 12907 13499
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 £625 £600
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 149 259 237
Median hourly rate £21.64 £22.00 £21.75
Median hourly rate % change year-on-year
-1.63% +1.14%
90% offered a hourly rate of more than £12.50 £11.00 £12.85
10% offered a hourly rate of more than £43.75 £80.00 £53.50
UK excluding London median hourly rate £32.50 £30.00 £30.00
% change year-on-year
+8.33% -

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 30 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 30 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 +25 14 £463 +30.28% 2
Hayes - 5 £350 -
New Malden - 2 - -
Feltham - 1 £440 -
Kingston Upon Thames - 1 - -
Docklands, London - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 30 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 87 (60.00%) Migration
2 69 (47.59%) Data Migration
3 62 (42.76%) Data Quality
4 50 (34.48%) SQL
5 38 (26.21%) Data Analysis
6 34 (23.45%) Data Modelling
6 34 (23.45%) Microsoft
7 29 (20.00%) MS Excel
8 28 (19.31%) Finance
9 25 (17.24%) Data Management
10 19 (13.10%) ETL
10 19 (13.10%) Data Warehouse
11 17 (11.72%) CRM
12 16 (11.03%) PRINCE2
13 15 (10.34%) Business Intelligence
13 15 (10.34%) Banking
13 15 (10.34%) Reference Data
14 14 (9.66%) Master Data Management
14 14 (9.66%) Data Mapping
14 14 (9.66%) Project Management
14 14 (9.66%) SAP
14 14 (9.66%) SQL Server
15 13 (8.97%) Management Information System
15 13 (8.97%) Learning Management System
16 12 (8.28%) QA
17 11 (7.59%) Data Transformation
17 11 (7.59%) Data Governance
17 11 (7.59%) Data Integration
17 11 (7.59%) Data Extraction
17 11 (7.59%) ERP

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 5 (3.45%) SAS
2 4 (2.76%) Apache Spark
3 3 (2.07%) Elasticsearch
4 1 (0.69%) Apache
4 1 (0.69%) Apache Pig
4 1 (0.69%) SharePoint
Applications
1 29 (20.00%) MS Excel
2 7 (4.83%) MS Office
3 4 (2.76%) MS Project
3 4 (2.76%) Spreadsheet
4 1 (0.69%) MS PowerPoint
4 1 (0.69%) MS Visio
Business Applications
1 8 (5.52%) Dynamics CRM
2 6 (4.14%) Markit EDM
3 3 (2.07%) SAP HR
3 3 (2.07%) SAP Payroll
4 2 (1.38%) Oracle EBS R12
4 2 (1.38%) Oracle ERP
4 2 (1.38%) Oracle Procure-to-Pay
4 2 (1.38%) Salesforce.com CRM
5 1 (0.69%) Dynamics AX
5 1 (0.69%) Oracle 11i
5 1 (0.69%) Oracle EBS
5 1 (0.69%) Oracle Financials
5 1 (0.69%) SAP MDM
5 1 (0.69%) SAP MM
5 1 (0.69%) Unit4 Business World
Cloud Services
1 4 (2.76%) Amazon AWS
2 1 (0.69%) Microsoft Azure
2 1 (0.69%) Office 365
Communications & Networking
1 2 (1.38%) SNA
Database & Business Intelligence
1 19 (13.10%) Data Warehouse
2 14 (9.66%) SQL Server
3 10 (6.90%) MS Access
4 9 (6.21%) MySQL
5 8 (5.52%) DB2
5 8 (5.52%) JasperReports
5 8 (5.52%) PostgreSQL
6 7 (4.83%) SAP Data Services
6 7 (4.83%) SQL Server Reporting Services
7 6 (4.14%) Amazon Redshift
7 6 (4.14%) Big Data
7 6 (4.14%) Relational Database
8 5 (3.45%) Data Mining
8 5 (3.45%) Hadoop
8 5 (3.45%) SQL Server 2008
8 5 (3.45%) SQL Server Analysis Services
8 5 (3.45%) SQL Server Integration Services
9 4 (2.76%) SAP HANA
10 3 (2.07%) Apache Hive
10 3 (2.07%) CouchDB
Development Applications
1 3 (2.07%) LSMW
2 2 (1.38%) ERwin
3 1 (0.69%) Talend Open Studio
General
1 28 (19.31%) Finance
2 15 (10.34%) Banking
3 8 (5.52%) Investment Banking
4 6 (4.14%) Legal
5 5 (3.45%) Marketing
5 5 (3.45%) Retail
6 4 (2.76%) Law
6 4 (2.76%) Pharmaceutical
7 3 (2.07%) Advertising
8 2 (1.38%) Financial Institution
8 2 (1.38%) Local Government
8 2 (1.38%) Publishing
9 1 (0.69%) Billing
9 1 (0.69%) Manufacturing
9 1 (0.69%) Retail Banking
9 1 (0.69%) Telecoms
Job Titles
1 73 (50.34%) Analyst
2 51 (35.17%) Data Analyst
3 20 (13.79%) Consultant
4 17 (11.72%) Business Analyst
5 15 (10.34%) Data Migration Analyst
5 15 (10.34%) Developer
5 15 (10.34%) Migration Analyst
6 13 (8.97%) Data Consultant
7 12 (8.28%) Data Business Analyst
8 8 (5.52%) Architect
9 7 (4.83%) Data Quality Analyst
9 7 (4.83%) Excel Analyst
9 7 (4.83%) SAP Consultant
9 7 (4.83%) SAP Data Consultant
10 6 (4.14%) Data Migration Consultant
10 6 (4.14%) Migration Consultant
10 6 (4.14%) Project Manager
10 6 (4.14%) Solvency II Business Analyst
10 6 (4.14%) SQL Analyst
11 5 (3.45%) Software Architect
Libraries, Frameworks & Software Standards
1 4 (2.76%) MDX
2 3 (2.07%) HTML
3 2 (1.38%) AngularJS
3 2 (1.38%) BAPI
3 2 (1.38%) GraphX
3 2 (1.38%) HTML5
3 2 (1.38%) Lucene
4 1 (0.69%) .NET
4 1 (0.69%) .NET Framework
4 1 (0.69%) ASP.NET
4 1 (0.69%) ASP.NET MVC
4 1 (0.69%) CSS
4 1 (0.69%) D3.js
4 1 (0.69%) ODBC
4 1 (0.69%) REST
4 1 (0.69%) SOAP
4 1 (0.69%) XML
Miscellaneous
1 15 (10.34%) Reference Data
2 13 (8.97%) Learning Management System
2 13 (8.97%) Management Information System
3 11 (7.59%) Data Extraction
3 11 (7.59%) Data Integration
4 9 (6.21%) Analytical Skills
4 9 (6.21%) Foreign Exchange (FX)
5 6 (4.14%) Data Conversion
6 5 (3.45%) Data Structures
7 4 (2.76%) Smart Meter
8 3 (2.07%) Reinsurance
9 2 (1.38%) Algorithms
9 2 (1.38%) Credit Risk
9 2 (1.38%) e-Learning
9 2 (1.38%) New Media
9 2 (1.38%) Visualisation
10 1 (0.69%) AS400
10 1 (0.69%) Computer Science
10 1 (0.69%) Equities
10 1 (0.69%) Fixed Income
Operating Systems
1 3 (2.07%) Unix
1 3 (2.07%) Windows
2 1 (0.69%) Linux
Processes & Methodologies
1 87 (60.00%) Migration
2 69 (47.59%) Data Migration
3 38 (26.21%) Data Analysis
4 34 (23.45%) Data Modelling
5 25 (17.24%) Data Management
6 19 (13.10%) ETL
7 17 (11.72%) CRM
8 16 (11.03%) PRINCE2
9 15 (10.34%) Business Intelligence
10 14 (9.66%) Data Mapping
10 14 (9.66%) Master Data Management
10 14 (9.66%) Project Management
11 11 (7.59%) Data Governance
11 11 (7.59%) Data Transformation
11 11 (7.59%) ERP
12 10 (6.90%) Agile Software Development
12 10 (6.90%) Data Architecture
12 10 (6.90%) Validation
13 9 (6.21%) Analytics
14 8 (5.52%) Test Scripting
Programming Languages
1 50 (34.48%) SQL
2 8 (5.52%) VBA
3 7 (4.83%) T-SQL
4 4 (2.76%) JavaScript
4 4 (2.76%) Scala
5 3 (2.07%) Java
5 3 (2.07%) Shell Script
6 2 (1.38%) VB
7 1 (0.69%) ABAP
7 1 (0.69%) C#
7 1 (0.69%) PowerShell
7 1 (0.69%) R
7 1 (0.69%) X++
Qualifications
1 5 (3.45%) Degree
2 2 (1.38%) ACCA
2 2 (1.38%) CIMA
3 1 (0.69%) APMP
3 1 (0.69%) PMI Certification
3 1 (0.69%) PMP
3 1 (0.69%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 62 (42.76%) Data Quality
2 12 (8.28%) QA
3 6 (4.14%) Solvency II
4 1 (0.69%) PCI DSS
System Software
1 2 (1.38%) Apache Flume
2 1 (0.69%) Active Directory
Systems Management
1 2 (1.38%) Oracle EDQ
Vendors
1 34 (23.45%) Microsoft
2 14 (9.66%) SAP
3 9 (6.21%) Oracle
4 5 (3.45%) Bloomberg
4 5 (3.45%) Tableau
5 4 (2.76%) Informatica
6 3 (2.07%) Salesforce.com
7 2 (1.38%) WorldPay
8 1 (0.69%) Alteryx
8 1 (0.69%) Cloudera
8 1 (0.69%) Google
8 1 (0.69%) Hortonworks
8 1 (0.69%) IBM
8 1 (0.69%) Infor
8 1 (0.69%) Murex
8 1 (0.69%) Northgate
8 1 (0.69%) Palantir
8 1 (0.69%) Sage
8 1 (0.69%) Siebel
8 1 (0.69%) Talend
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 3 days ago
City of London
Venturi
Rate: £400 - £500 per day
Posted: 13 days ago
London
Venturi
Rate: £375 - £450 per day
Posted: 21 days ago