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 12 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
12 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 327 289 302
Rank change year-on-year
-38 +13
Contract jobs citing Data Cleansing 81 128 106
As % of all contract IT jobs located in London 0.38% 0.60% 0.48%
As % of the Processes & Methodologies category 0.46% 0.75% 0.60%
Number of daily rates quoted 53 84 57
Average daily rate £450 £453 £375
Average daily rate % change year-on-year
-0.55% +20.66%
90% offered a daily rate of more than £284 £292 £194
10% offered a daily rate of more than £648 £575 £500
UK excluding London average daily rate £400 £388 £400
% change year-on-year
+3.22% -3.12%
Number of hourly rates quoted 3 1 1
Average hourly rate £16.00 £16.00 £21.00
Average hourly rate % change year-on-year
- -23.80%
UK excluding London average hourly rate £13.50 £36.00 £17.00
% change year-on-year
-62.50% +111.76%
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
17658 17038 17712
As % of all contract IT jobs located in London 83.38% 80.34% 80.46%
Number of daily rates quoted 12589 12189 12162
Average daily rate £475 £450 £438
Average daily rate % change year-on-year
+5.55% +2.85%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 215 200 245
Average hourly rate £22.00 £21.50 £24.00
Average hourly rate % change year-on-year
+2.32% -10.41%
90% offered a hourly rate of more than £12.50 £11.00 £14.50
10% offered a hourly rate of more than £51.39 £47.50 £70.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 12 February 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 average contractor rates quoted in IT jobs citing Data Cleansing within the London region over the 3 months to 12 February 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
(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 +24 13 £344 -21.42% 3
Brentford +8 5 £450 +14.28%
Croydon - 2 - -
Feltham - 2 £401 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 12 February 2016, 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 79 (49.38%) Migration
2 60 (37.50%) Data Migration
3 48 (30.00%) Data Quality
4 43 (26.88%) SQL
5 39 (24.38%) Finance
5 39 (24.38%) Data Analysis
6 35 (21.88%) Microsoft
7 29 (18.13%) ETL
8 25 (15.63%) Data Modelling
8 25 (15.63%) Business Intelligence
9 24 (15.00%) SQL Server
9 24 (15.00%) MS Excel
10 21 (13.13%) Project Management
11 20 (12.50%) Agile Software Development
11 20 (12.50%) Data Management
12 19 (11.88%) Stakeholder Management
12 19 (11.88%) SAP
13 18 (11.25%) PRINCE2
13 18 (11.25%) QA
14 17 (10.63%) Banking
14 17 (10.63%) Validation
15 16 (10.00%) Reference Data
16 15 (9.38%) Analytical Skills
16 15 (9.38%) Oracle
16 15 (9.38%) CRM
16 15 (9.38%) Data Warehouse
17 13 (8.13%) Hadoop
17 13 (8.13%) Management Information System
18 12 (7.50%) VBA
18 12 (7.50%) Investment Banking

Data Cleansing
Top Related IT Skills in London by Category

For the 6 months to 12 February 2016, 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 8 (5.00%) Elasticsearch
1 8 (5.00%) SAS
2 7 (4.38%) Apache Spark
3 3 (1.88%) CMS
3 3 (1.88%) Confluence
4 2 (1.25%) Apache
4 2 (1.25%) Apache Pig
5 1 (0.63%) JBoss
5 1 (0.63%) MS Project Server
5 1 (0.63%) Node.js
5 1 (0.63%) SharePoint
Applications
1 24 (15.00%) MS Excel
2 7 (4.38%) MS Office
3 5 (3.13%) MS Visio
4 3 (1.88%) MS Project
5 1 (0.63%) Spreadsheet
Business Applications
1 10 (6.25%) Dynamics CRM
2 8 (5.00%) Markit EDM
3 5 (3.13%) Oracle ERP
4 4 (2.50%) Oracle EBS
5 2 (1.25%) Cognos TM1
5 2 (1.25%) Oracle EBS R12
5 2 (1.25%) Oracle Financials
5 2 (1.25%) Oracle Procure-to-Pay
5 2 (1.25%) Unica
6 1 (0.63%) Dynamics AX
6 1 (0.63%) Oracle 11i
6 1 (0.63%) PeopleSoft Financials
6 1 (0.63%) PeopleSoft HCM
6 1 (0.63%) PeopleSoft HRMS
6 1 (0.63%) SAP BPC
6 1 (0.63%) SAP MDM
6 1 (0.63%) SAP MM
Cloud Services
1 4 (2.50%) Office 365
2 2 (1.25%) Amazon AWS
Communications & Networking
1 5 (3.13%) SNA
2 2 (1.25%) SSH
Database & Business Intelligence
1 24 (15.00%) SQL Server
2 15 (9.38%) Data Warehouse
3 13 (8.13%) Hadoop
4 12 (7.50%) Big Data
5 10 (6.25%) MS Access
5 10 (6.25%) Relational Database
6 9 (5.63%) Apache Hive
6 9 (5.63%) CouchDB
7 8 (5.00%) MongoDB
7 8 (5.00%) Oracle Database
7 8 (5.00%) SAP Data Services
8 7 (4.38%) Impala
8 7 (4.38%) MySQL
8 7 (4.38%) Spark SQL
8 7 (4.38%) Sqoop
9 5 (3.13%) Data Mining
9 5 (3.13%) NoSQL
9 5 (3.13%) SQL Server Integration Services
9 5 (3.13%) SQL Server Reporting Services
10 4 (2.50%) RDBMS
Development Applications
1 6 (3.75%) LSMW
2 3 (1.88%) Git (software)
2 3 (1.88%) JIRA
2 3 (1.88%) Subversion
2 3 (1.88%) Talend Open Studio
3 1 (0.63%) Balsamiq Mockups
3 1 (0.63%) Eclipse
General
1 39 (24.38%) Finance
2 17 (10.63%) Banking
3 12 (7.50%) Investment Banking
4 9 (5.63%) Marketing
5 8 (5.00%) Legal
6 7 (4.38%) Retail
7 6 (3.75%) Pharmaceutical
8 2 (1.25%) Billing
8 2 (1.25%) Financial Institution
8 2 (1.25%) Telecoms
9 1 (0.63%) Advertising
9 1 (0.63%) Law
9 1 (0.63%) Retail Banking
Job Titles
1 55 (34.38%) Analyst
2 35 (21.88%) Data Analyst
3 25 (15.63%) Developer
4 23 (14.38%) Consultant
5 20 (12.50%) Project Manager
6 18 (11.25%) Business Analyst
6 18 (11.25%) Data Consultant
7 14 (8.75%) Data Business Analyst
8 12 (7.50%) SAP Consultant
8 12 (7.50%) SAP Data Consultant
9 10 (6.25%) Scala Developer
10 8 (5.00%) Implementation Manager
11 7 (4.38%) Asset Management Analyst
11 7 (4.38%) Asset Management Business Analyst
11 7 (4.38%) Data Manager
11 7 (4.38%) Data Migration Lead
11 7 (4.38%) Solvency II Business Analyst
12 6 (3.75%) Data Migration Consultant
12 6 (3.75%) Data Migration Manager
12 6 (3.75%) Migration Manager
Libraries, Frameworks & Software Standards
1 7 (4.38%) Lucene
2 6 (3.75%) AngularJS
3 5 (3.13%) HTML
3 5 (3.13%) HTML5
4 4 (2.50%) .NET
4 4 (2.50%) BAPI
4 4 (2.50%) D3.js
4 4 (2.50%) GraphX
4 4 (2.50%) REST
5 3 (1.88%) SOAP
6 2 (1.25%) MDX
7 1 (0.63%) Express
7 1 (0.63%) Hibernate
7 1 (0.63%) Java EE
7 1 (0.63%) Middleware
7 1 (0.63%) Web Services
Miscellaneous
1 16 (10.00%) Reference Data
2 15 (9.38%) Analytical Skills
3 13 (8.13%) Management Information System
4 9 (5.63%) Data Integration
5 8 (5.00%) Foreign Exchange (FX)
5 8 (5.00%) Learning Management System
6 7 (4.38%) Data Extraction
7 5 (3.13%) Data Conversion
8 4 (2.50%) Computer Science
8 4 (2.50%) Mobile App
8 4 (2.50%) Smart Meter
9 3 (1.88%) User Experience
9 3 (1.88%) Visualisation
10 2 (1.25%) PMI
10 2 (1.25%) Social Network
11 1 (0.63%) e-Learning
11 1 (0.63%) Equities
11 1 (0.63%) Fixed Income
11 1 (0.63%) Mainframe
11 1 (0.63%) NHS
Operating Systems
1 8 (5.00%) Unix
2 1 (0.63%) Linux
2 1 (0.63%) Windows
Processes & Methodologies
1 79 (49.38%) Migration
2 60 (37.50%) Data Migration
3 39 (24.38%) Data Analysis
4 29 (18.13%) ETL
5 25 (15.63%) Business Intelligence
5 25 (15.63%) Data Modelling
6 21 (13.13%) Project Management
7 20 (12.50%) Agile Software Development
7 20 (12.50%) Data Management
8 19 (11.88%) Stakeholder Management
9 18 (11.25%) PRINCE2
10 17 (10.63%) Validation
11 15 (9.38%) CRM
12 11 (6.88%) Asset Management
12 11 (6.88%) ERP
13 10 (6.25%) Analytics
14 9 (5.63%) Data Mapping
14 9 (5.63%) Data Transformation
14 9 (5.63%) Parallel Processing
14 9 (5.63%) Test Scripting
Programming Languages
1 43 (26.88%) SQL
2 12 (7.50%) VBA
3 11 (6.88%) Shell Script
4 10 (6.25%) Scala
5 8 (5.00%) Java
6 6 (3.75%) ABAP
7 5 (3.13%) T-SQL
8 4 (2.50%) C#
9 3 (1.88%) AWK
9 3 (1.88%) Lua
9 3 (1.88%) Perl
9 3 (1.88%) Python
9 3 (1.88%) sed
10 2 (1.25%) R
11 1 (0.63%) C
11 1 (0.63%) PL/SQL
11 1 (0.63%) VB
11 1 (0.63%) X++
Qualifications
1 7 (4.38%) Degree
2 4 (2.50%) APMP
2 4 (2.50%) PRINCE2 Practitioner
3 3 (1.88%) PMI Certification
3 3 (1.88%) PMP
4 2 (1.25%) DV Cleared
4 2 (1.25%) PRINCE2 Certification
4 2 (1.25%) SC Cleared
4 2 (1.25%) Security Cleared
Quality Assurance & Compliance
1 48 (30.00%) Data Quality
2 18 (11.25%) QA
3 8 (5.00%) Solvency II
4 2 (1.25%) COREP
5 1 (0.63%) PCI DSS
System Software
1 7 (4.38%) Apache Flume
Systems Management
1 3 (1.88%) DBAmp
1 3 (1.88%) Jitterbit
Vendors
1 35 (21.88%) Microsoft
2 19 (11.88%) SAP
3 15 (9.38%) Oracle
4 8 (5.00%) Bloomberg
5 7 (4.38%) IBM
6 4 (2.50%) Palantir
6 4 (2.50%) Salesforce.com
6 4 (2.50%) Tableau
7 3 (1.88%) Cognos
7 3 (1.88%) Sybase
7 3 (1.88%) Talend
8 2 (1.25%) Cloudera
8 2 (1.25%) Hortonworks
8 2 (1.25%) Northgate
8 2 (1.25%) Siebel
8 2 (1.25%) WorldPay
9 1 (0.63%) GoldenSource
9 1 (0.63%) Google
9 1 (0.63%) Informatica
9 1 (0.63%) PeopleSoft
London
Eutopia Solutions Ltd
Rate: £400 - £420 per day + Negotiable
Posted: 19 hours ago
London
Nigel Frank International Ltd
Rate: £300 - £400 per day
Posted: 2 days ago
West London
PCR
Rate: £400 per day
Posted: 2 days ago
London
Experis Ltd
Rate: £250.00 - £300.00 per day
Posted: 2 days ago
London
Aston Carter
Rate: £300 - £600 per day
Posted: 3 days ago