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 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 359 347 322
Rank change year-on-year
-12 -25
Contract jobs citing Data Cleansing 73 86 100
As % of all contract IT jobs located in London 0.33% 0.36% 0.44%
As % of the Processes & Methodologies category 0.39% 0.45% 0.53%
Number of daily rates quoted 43 49 61
Median daily rate £400 £410 £410
Median daily rate % change year-on-year
-2.43% -
90% offered a daily rate of more than £255 £295 £275
10% offered a daily rate of more than £550 £500 £540
UK excluding London median daily rate £375 £338 £350
% change year-on-year
+11.11% -3.57%
Number of hourly rates quoted 2 2 0
Median hourly rate £33.79 £15.61 -
Median hourly rate % change year-on-year
+116.46% -
UK excluding London median hourly rate - £15.50 £15.00
% change year-on-year
- +3.33%
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
18896 19265 18726
As % of all contract IT jobs located in London 85.27% 81.63% 81.67%
Number of daily rates quoted 13649 13768 13140
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
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 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 140 232 227
Median hourly rate £22.38 £21.50 £20.16
Median hourly rate % change year-on-year
+4.10% +6.64%
90% offered a hourly rate of more than £12.50 £13.00 £14.00
10% offered a hourly rate of more than £46.73 £64.25 £53.50
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

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 24 July 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 24 July 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 +38 14 £431 +15.00% 3
Hayes - 5 £350 -
Croydon - 2 £538 -
Canary Wharf +4 1 - -
Uxbridge +2 1 - - 1
Brentford +1 1 - -
Kingston Upon Thames - 1 - -
Docklands, London - 1 £540 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 24 July 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 79 (52.67%) Migration
2 71 (47.33%) Data Quality
3 66 (44.00%) Data Migration
4 55 (36.67%) SQL
5 46 (30.67%) Data Modelling
6 34 (22.67%) Data Analysis
7 33 (22.00%) Data Management
8 30 (20.00%) Finance
9 25 (16.67%) Microsoft
10 24 (16.00%) ETL
10 24 (16.00%) MS Excel
11 23 (15.33%) Data Warehouse
11 23 (15.33%) Master Data Management
12 21 (14.00%) Data Transformation
12 21 (14.00%) Data Architecture
13 20 (13.33%) Data Governance
14 19 (12.67%) Data Mapping
15 16 (10.67%) CRM
15 16 (10.67%) Business Intelligence
15 16 (10.67%) Informatica
16 15 (10.00%) SQL Server
16 15 (10.00%) SAP
16 15 (10.00%) Data Conversion
17 14 (9.33%) Oracle
17 14 (9.33%) Validation
17 14 (9.33%) Data Structures
18 12 (8.00%) Management Information System
18 12 (8.00%) PRINCE2
18 12 (8.00%) ERP
18 12 (8.00%) Reference Data

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 6 (4.00%) SAS
2 2 (1.33%) Apache Spark
3 1 (0.67%) Confluence
3 1 (0.67%) SharePoint
3 1 (0.67%) Tomcat
Applications
1 24 (16.00%) MS Excel
2 6 (4.00%) MS Office
2 6 (4.00%) MS Project
2 6 (4.00%) MS Visio
2 6 (4.00%) Spreadsheet
3 1 (0.67%) MS PowerPoint
Business Applications
1 5 (3.33%) Markit EDM
1 5 (3.33%) Salesforce.com CRM
2 4 (2.67%) Dynamics CRM
3 3 (2.00%) Oracle EBS
3 3 (2.00%) SAP HR
3 3 (2.00%) SAP Payroll
4 2 (1.33%) Cognos Business Intelligence
4 2 (1.33%) Oracle EBS R12
4 2 (1.33%) Oracle ERP
4 2 (1.33%) Summit
5 1 (0.67%) Dynamics AX
5 1 (0.67%) Dynamics NAV
5 1 (0.67%) Oracle 11i
5 1 (0.67%) Oracle Financials
5 1 (0.67%) SAP MDM
5 1 (0.67%) SAP MM
5 1 (0.67%) Unit4 Business World
Cloud Services
1 4 (2.67%) Amazon AWS
2 3 (2.00%) Google Apps
3 1 (0.67%) Microsoft Azure
3 1 (0.67%) Office 365
3 1 (0.67%) SaaS
3 1 (0.67%) SuccessFactors
Communications & Networking
1 3 (2.00%) Firewall
2 1 (0.67%) Intranet
Database & Business Intelligence
1 23 (15.33%) Data Warehouse
2 15 (10.00%) SQL Server
3 10 (6.67%) MySQL
4 9 (6.00%) PostgreSQL
4 9 (6.00%) SQL Server Reporting Services
5 8 (5.33%) DB2
5 8 (5.33%) JasperReports
5 8 (5.33%) SQL Server Analysis Services
5 8 (5.33%) SQL Server Integration Services
6 7 (4.67%) MS Access
6 7 (4.67%) Relational Database
6 7 (4.67%) SQL Server 2008
7 6 (4.00%) Amazon Redshift
8 4 (2.67%) Big Data
8 4 (2.67%) Data Mining
8 4 (2.67%) QlikView
8 4 (2.67%) SQL Server 2014
8 4 (2.67%) SQL Server 2016
9 3 (2.00%) Base SAS
9 3 (2.00%) Snowflake Schema
Development Applications
1 5 (3.33%) LSMW
2 4 (2.67%) JIRA
3 2 (1.33%) ERwin
3 2 (1.33%) Talend Open Studio
4 1 (0.67%) SQL Server Management Studio (SSMS)
General
1 30 (20.00%) Finance
2 8 (5.33%) Banking
3 7 (4.67%) Law
3 7 (4.67%) Marketing
3 7 (4.67%) Retail
4 6 (4.00%) Legal
5 3 (2.00%) Financial Institution
6 2 (1.33%) Advertising
6 2 (1.33%) Investment Banking
6 2 (1.33%) Local Government
6 2 (1.33%) Pharmaceutical
6 2 (1.33%) Publishing
7 1 (0.67%) Back Office
7 1 (0.67%) Billing
7 1 (0.67%) Manufacturing
7 1 (0.67%) Private Banking
7 1 (0.67%) Retail Banking
7 1 (0.67%) Telecoms
Job Titles
1 68 (45.33%) Analyst
2 42 (28.00%) Data Analyst
3 20 (13.33%) Business Analyst
4 19 (12.67%) Architect
5 17 (11.33%) Developer
6 13 (8.67%) Data Migration Analyst
6 13 (8.67%) Migration Analyst
7 12 (8.00%) Software Architect
8 11 (7.33%) Consultant
8 11 (7.33%) Data Migration Lead
9 10 (6.67%) Data Business Analyst
10 8 (5.33%) Data Consultant
11 7 (4.67%) Excel Analyst
12 6 (4.00%) Data Architect
12 6 (4.00%) Data Migration Consultant
12 6 (4.00%) ETL Developer
12 6 (4.00%) Migration Consultant
12 6 (4.00%) SAP Data Migration Lead
12 6 (4.00%) SQL Analyst
12 6 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (3.33%) MDX
2 2 (1.33%) .NET
3 1 (0.67%) .NET Framework
3 1 (0.67%) ASP.NET
3 1 (0.67%) ASP.NET MVC
3 1 (0.67%) CSS
3 1 (0.67%) HTML
3 1 (0.67%) ODBC
3 1 (0.67%) REST
3 1 (0.67%) SOAP
3 1 (0.67%) XML
Miscellaneous
1 15 (10.00%) Data Conversion
2 14 (9.33%) Data Structures
3 12 (8.00%) Management Information System
3 12 (8.00%) Reference Data
4 11 (7.33%) Analytical Skills
5 9 (6.00%) Learning Management System
6 8 (5.33%) Data Integration
7 6 (4.00%) Data Extraction
8 3 (2.00%) Foreign Exchange (FX)
8 3 (2.00%) Visualisation
9 2 (1.33%) Algorithms
9 2 (1.33%) Client/Server
9 2 (1.33%) Credit Risk
9 2 (1.33%) e-Learning
9 2 (1.33%) New Media
9 2 (1.33%) Reinsurance
10 1 (0.67%) Computer Science
10 1 (0.67%) Data Protection Act
10 1 (0.67%) FMCG
10 1 (0.67%) PACS
Operating Systems
1 7 (4.67%) Windows
2 2 (1.33%) Unix
Processes & Methodologies
1 79 (52.67%) Migration
2 66 (44.00%) Data Migration
3 46 (30.67%) Data Modelling
4 34 (22.67%) Data Analysis
5 33 (22.00%) Data Management
6 24 (16.00%) ETL
7 23 (15.33%) Master Data Management
8 21 (14.00%) Data Architecture
8 21 (14.00%) Data Transformation
9 20 (13.33%) Data Governance
10 19 (12.67%) Data Mapping
11 16 (10.67%) Business Intelligence
11 16 (10.67%) CRM
12 14 (9.33%) Validation
13 12 (8.00%) ERP
13 12 (8.00%) PRINCE2
14 10 (6.67%) Analytics
14 10 (6.67%) User Acceptance Testing
15 9 (6.00%) Quality Management
16 8 (5.33%) Project Management
Programming Languages
1 55 (36.67%) SQL
2 11 (7.33%) T-SQL
3 6 (4.00%) VBA
4 5 (3.33%) PL/SQL
5 4 (2.67%) JavaScript
6 3 (2.00%) ABAP
6 3 (2.00%) VB
7 2 (1.33%) Java
7 2 (1.33%) Python
8 1 (0.67%) C#
8 1 (0.67%) PowerShell
8 1 (0.67%) R
8 1 (0.67%) X++
Qualifications
1 8 (5.33%) Degree
2 3 (2.00%) Security Cleared
3 2 (1.33%) ACCA
3 2 (1.33%) BPSS Clearance
3 2 (1.33%) CIMA
4 1 (0.67%) APMP
4 1 (0.67%) CTC Cleared
4 1 (0.67%) PMP
4 1 (0.67%) PRINCE2 Practitioner
4 1 (0.67%) SC Cleared
Quality Assurance & Compliance
1 71 (47.33%) Data Quality
2 10 (6.67%) QA
3 5 (3.33%) Solvency II
4 2 (1.33%) EMIR
4 2 (1.33%) FATCA
5 1 (0.67%) Disclosure Scotland
5 1 (0.67%) PCI DSS
System Software
1 4 (2.67%) Active Directory
2 3 (2.00%) Hyper-V
2 3 (2.00%) VMware Infrastructure
Systems Management
1 3 (2.00%) Control-M
2 2 (1.33%) Oracle EDQ
Vendors
1 25 (16.67%) Microsoft
2 16 (10.67%) Informatica
3 15 (10.00%) SAP
4 14 (9.33%) Oracle
5 7 (4.67%) Salesforce.com
6 6 (4.00%) Tableau
7 5 (3.33%) IBM
8 4 (2.67%) Bloomberg
9 3 (2.00%) Google
9 3 (2.00%) Teradata
9 3 (2.00%) VMware
10 2 (1.33%) Calypso
10 2 (1.33%) CODA
10 2 (1.33%) Cognos
10 2 (1.33%) Talend
11 1 (0.67%) Alteryx
11 1 (0.67%) Infoflex
11 1 (0.67%) Murex
11 1 (0.67%) Sage
11 1 (0.67%) WorldPay
Uxbridge, Middlesex
Lorien Resourcing
Posted: 4 days ago