The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 27 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
27 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 469 444 420
Rank change year-on-year
-25 -24
Contract jobs citing Data Cleansing 162 171 173
As % of all contract IT jobs located in England 0.32% 0.33% 0.36%
As % of the Processes & Methodologies category 0.39% 0.41% 0.45%
Number of daily rates quoted 100 107 105
Median daily rate £375 £375 £375
90% offered a daily rate of more than £200 £275 £235
10% offered a daily rate of more than £500 £510 £500
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 3 4 4
Median hourly rate £33.79 £16.75 £14.94
Median hourly rate % change year-on-year
+101.73% +12.09%
UK excluding London median hourly rate - £15.50 £15.00
% change year-on-year
- +3.33%
Data Cleansing
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41433 41340 38406
As % of all contract IT jobs located in England 83.05% 79.98% 78.92%
Number of daily rates quoted 27617 27390 24287
Median daily rate £448 £420 £403
Median daily rate % change year-on-year
+6.54% +4.34%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 956 1081 1104
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £13.00 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.19 £45.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Data Cleansing
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Data Cleansing
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Cleansing across the England region.

Data Cleansing Daily Rate Trend in England

Data Cleansing
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the England region over the 3 months to 27 July 2016.

Data Cleansing Daily Rate Histogram in England

Data Cleansing
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing across the England region.

Data Cleansing Hourly Rate Trend in England

Data Cleansing
Contract Job Locations in England

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 England region over the 3 months to 27 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
London -7 76 £400 -1.23% 11
South East +15 29 £350 -30.69% 7
East of England +28 17 £400 +6.66%
South West +5 9 £375 +20.00% 3
North West -8 9 £275 -12.00% 4
East Midlands -4 8 £375 -16.66%
West Midlands -48 7 £425 +33.33%
Yorkshire -8 2 £288 -1.28%
North East - 2 £463 -
Midlands - 1 £275 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 27 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 England region with a requirement for Data Cleansing.

1 177 (55.14%) Migration
2 147 (45.79%) Data Migration
3 128 (39.88%) Data Quality
4 109 (33.96%) SQL
5 91 (28.35%) Data Modelling
6 82 (25.55%) Finance
7 68 (21.18%) ETL
8 67 (20.87%) Data Analysis
9 61 (19.00%) Data Mapping
10 57 (17.76%) SAP
11 52 (16.20%) SQL Server
11 52 (16.20%) Validation
12 49 (15.26%) Data Management
13 46 (14.33%) Oracle
14 42 (13.08%) MS Excel
14 42 (13.08%) Data Architecture
15 38 (11.84%) Data Transformation
16 36 (11.21%) Microsoft
17 34 (10.59%) Data Warehouse
18 33 (10.28%) Data Governance
19 31 (9.66%) Master Data Management
19 31 (9.66%) Data Extraction
20 30 (9.35%) CRM
20 30 (9.35%) Business Intelligence
21 29 (9.03%) User Acceptance Testing
21 29 (9.03%) Analytics
22 27 (8.41%) ERP
23 25 (7.79%) T-SQL
23 25 (7.79%) Data Conversion
24 22 (6.85%) Management Information System

Data Cleansing
Top Related IT Skills in England 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 10 (3.12%) SAS
2 7 (2.18%) SharePoint
3 3 (0.93%) Confluence
4 2 (0.62%) Apache Spark
5 1 (0.31%) BizTalk Server
5 1 (0.31%) Documentum
5 1 (0.31%) Tomcat
Applications
1 42 (13.08%) MS Excel
2 12 (3.74%) Spreadsheet
3 8 (2.49%) MS Office
4 7 (2.18%) MS Visio
5 6 (1.87%) MS PowerPoint
5 6 (1.87%) MS Project
6 1 (0.31%) SPSS
Business Applications
1 14 (4.36%) Oracle EBS R12
2 13 (4.05%) Oracle EBS
3 11 (3.43%) Dynamics CRM
4 7 (2.18%) Oracle Financials
4 7 (2.18%) SAP HR
4 7 (2.18%) Unit4 Business World
5 6 (1.87%) Maximo
6 5 (1.56%) Markit EDM
6 5 (1.56%) Oracle ERP
6 5 (1.56%) Salesforce.com CRM
7 4 (1.25%) SAP CRM
7 4 (1.25%) SAP FI
8 3 (0.93%) Oracle Assets
8 3 (0.93%) Oracle Cash Management
8 3 (0.93%) Oracle General Ledger
8 3 (0.93%) Oracle Payables
8 3 (0.93%) Oracle Receivables
8 3 (0.93%) SAP APO
8 3 (0.93%) SAP Payroll
9 2 (0.62%) SAP ERP
Cloud Services
1 11 (3.43%) SuccessFactors
2 4 (1.25%) Amazon AWS
3 3 (0.93%) Google Apps
4 2 (0.62%) Google Cloud Platform
5 1 (0.31%) Microsoft Azure
5 1 (0.31%) Office 365
5 1 (0.31%) SaaS
Communications & Networking
1 4 (1.25%) TACACS
2 3 (0.93%) Firewall
3 2 (0.62%) ATM
3 2 (0.62%) Intranet
4 1 (0.31%) Extranet
Database & Business Intelligence
1 52 (16.20%) SQL Server
2 34 (10.59%) Data Warehouse
3 20 (6.23%) SQL Server Integration Services
4 15 (4.67%) Big Data
4 15 (4.67%) SQL Server Reporting Services
5 12 (3.74%) SAP Data Services
5 12 (3.74%) SQL Server 2008
6 11 (3.43%) Data Mining
6 11 (3.43%) PostgreSQL
6 11 (3.43%) SQL Server Analysis Services
7 10 (3.12%) DB2
7 10 (3.12%) MS Access
8 9 (2.80%) MySQL
9 8 (2.49%) JasperReports
9 8 (2.49%) NoSQL
10 7 (2.18%) BusinessObjects
10 7 (2.18%) Relational Database
11 6 (1.87%) Amazon Redshift
11 6 (1.87%) Qlik Sense
12 5 (1.56%) Enterprise Data Warehouse
Development Applications
1 13 (4.05%) LSMW
2 6 (1.87%) JIRA
3 5 (1.56%) ERwin
3 5 (1.56%) Team Foundation Server
4 4 (1.25%) Talend Open Studio
5 3 (0.93%) SQL Server Management Studio (SSMS)
5 3 (0.93%) Visual Studio
6 1 (0.31%) Toad
General
1 82 (25.55%) Finance
2 15 (4.67%) Marketing
3 12 (3.74%) Retail
4 9 (2.80%) Manufacturing
5 8 (2.49%) Banking
6 7 (2.18%) Law
6 7 (2.18%) Legal
6 7 (2.18%) Pharmaceutical
7 3 (0.93%) Financial Institution
7 3 (0.93%) Telecoms
8 2 (0.62%) Advertising
8 2 (0.62%) Billing
8 2 (0.62%) Local Government
8 2 (0.62%) Publishing
8 2 (0.62%) Retail Banking
9 1 (0.31%) Automotive
9 1 (0.31%) Back Office
9 1 (0.31%) Electronics
9 1 (0.31%) Front Office
9 1 (0.31%) Private Banking
Job Titles
1 152 (47.35%) Analyst
2 109 (33.96%) Data Analyst
3 36 (11.21%) Architect
4 33 (10.28%) Business Analyst
5 32 (9.97%) Consultant
6 28 (8.72%) Developer
6 28 (8.72%) Migration Analyst
7 25 (7.79%) Data Migration Analyst
8 23 (7.17%) Data Architect
9 21 (6.54%) Data Manager
10 20 (6.23%) Data Consultant
11 18 (5.61%) SQL Analyst
12 16 (4.98%) Data Business Analyst
13 14 (4.36%) Data Migration Consultant
13 14 (4.36%) Migration Consultant
13 14 (4.36%) SQL Data Analyst
14 12 (3.74%) Data Migration Lead
14 12 (3.74%) Software Architect
15 11 (3.43%) Migration Manager
15 11 (3.43%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 12 (3.74%) XML
2 5 (1.56%) BAPI
2 5 (1.56%) MDX
3 4 (1.25%) .NET
4 3 (0.93%) HTML
5 2 (0.62%) Middleware
5 2 (0.62%) ODBC
6 1 (0.31%) .NET Framework
6 1 (0.31%) ASP.NET
6 1 (0.31%) ASP.NET MVC
6 1 (0.31%) CSS
6 1 (0.31%) Oracle Fusion
6 1 (0.31%) REST
6 1 (0.31%) SOAP
Miscellaneous
1 31 (9.66%) Data Extraction
2 25 (7.79%) Data Conversion
3 22 (6.85%) Analytical Skills
3 22 (6.85%) Management Information System
4 21 (6.54%) Data Structures
5 18 (5.61%) Data Integration
6 14 (4.36%) Reference Data
7 7 (2.18%) Learning Management System
8 6 (1.87%) Visualisation
9 5 (1.56%) Credit Risk
10 4 (1.25%) AS400
10 4 (1.25%) FMCG
10 4 (1.25%) New Media
11 3 (0.93%) Data Protection Act
11 3 (0.93%) e-Learning
11 3 (0.93%) Statistics
11 3 (0.93%) Taxonomies
12 2 (0.62%) Algorithms
12 2 (0.62%) Client/Server
12 2 (0.62%) Reinsurance
Operating Systems
1 9 (2.80%) Windows
2 4 (1.25%) Unix
3 1 (0.31%) Windows Server
3 1 (0.31%) Windows Server 2012
Processes & Methodologies
1 177 (55.14%) Migration
2 147 (45.79%) Data Migration
3 91 (28.35%) Data Modelling
4 68 (21.18%) ETL
5 67 (20.87%) Data Analysis
6 61 (19.00%) Data Mapping
7 52 (16.20%) Validation
8 49 (15.26%) Data Management
9 42 (13.08%) Data Architecture
10 38 (11.84%) Data Transformation
11 33 (10.28%) Data Governance
12 31 (9.66%) Master Data Management
13 30 (9.35%) Business Intelligence
13 30 (9.35%) CRM
14 29 (9.03%) Analytics
14 29 (9.03%) User Acceptance Testing
15 27 (8.41%) ERP
16 17 (5.30%) Physical Data Model
17 16 (4.98%) Data Validation
18 15 (4.67%) Test Scripting
Programming Languages
1 109 (33.96%) SQL
2 25 (7.79%) T-SQL
3 9 (2.80%) PL/SQL
3 9 (2.80%) VBA
4 7 (2.18%) C
5 4 (1.25%) JavaScript
5 4 (1.25%) VB
6 3 (0.93%) ABAP
6 3 (0.93%) R
7 2 (0.62%) C#
7 2 (0.62%) Java
7 2 (0.62%) PowerShell
7 2 (0.62%) Python
8 1 (0.31%) COBOL
8 1 (0.31%) MATLAB
8 1 (0.31%) Shell Script
8 1 (0.31%) VBScript
Qualifications
1 12 (3.74%) Degree
2 11 (3.43%) Security Cleared
3 9 (2.80%) SC Cleared
4 3 (0.93%) BPSS Clearance
5 2 (0.62%) ACCA
5 2 (0.62%) CIMA
6 1 (0.31%) APMP
6 1 (0.31%) CTC Cleared
6 1 (0.31%) DBS Check
6 1 (0.31%) DV Cleared
6 1 (0.31%) ITIL Foundation Certificate
6 1 (0.31%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 128 (39.88%) Data Quality
2 22 (6.85%) QA
3 5 (1.56%) GxP
3 5 (1.56%) Sarbanes-Oxley
3 5 (1.56%) Solvency II
4 2 (0.62%) Disclosure Scotland
4 2 (0.62%) EMIR
4 2 (0.62%) FATCA
4 2 (0.62%) GCP
5 1 (0.31%) ISO/IEC 27001
5 1 (0.31%) PCI DSS
System Software
1 4 (1.25%) Active Directory
2 3 (0.93%) Hyper-V
2 3 (0.93%) VMware Infrastructure
Systems Management
1 4 (1.25%) Control-M
1 4 (1.25%) Oracle EDQ
2 2 (0.62%) SCOM
Vendors
1 57 (17.76%) SAP
2 46 (14.33%) Oracle
3 36 (11.21%) Microsoft
4 17 (5.30%) Informatica
5 13 (4.05%) Salesforce.com
6 9 (2.80%) IBM
6 9 (2.80%) Tableau
7 6 (1.87%) Google
8 4 (1.25%) Bloomberg
8 4 (1.25%) Talend
8 4 (1.25%) Teradata
9 3 (0.93%) Cognos
9 3 (0.93%) HP
9 3 (0.93%) VMware
10 2 (0.62%) Alteryx
10 2 (0.62%) Calypso
10 2 (0.62%) CODA
10 2 (0.62%) Sage
11 1 (0.31%) Callidus
11 1 (0.31%) Yardi
South West London
Interaction Recruitment PLC
Rate: £300 per year
Posted: Yesterday
Liverpool, Merseyside
Uniting Ambition
Rate: 500 - 550
Posted: 19 hours ago
Gloucestershire
Lawrence Harvey
Rate: £550 - £600 per day
Posted: 5 days ago
England
Opal Tree Solutions
Rate: £420 - £500 per day
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Uxbridge, Middlesex
Lorien Resourcing
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