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 26 August 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
26 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 467 480 413
Rank change year-on-year
+13 -67
Contract jobs citing Data Cleansing 161 151 191
As % of all contract IT jobs located in England 0.32% 0.29% 0.37%
As % of the Processes & Methodologies category 0.39% 0.35% 0.48%
Number of daily rates quoted 105 93 111
Median daily rate £400 £375 £375
Median daily rate % change year-on-year
+6.66% -
90% offered a daily rate of more than £200 £206 £200
10% offered a daily rate of more than £575 £500 £525
UK excluding London median daily rate £389 £350 £331
% change year-on-year
+11.14% +5.66%
Number of hourly rates quoted 3 6 5
Median hourly rate £33.79 £17.00 £15.39
Median hourly rate % change year-on-year
+98.76% +10.49%
UK excluding London median hourly rate - £15.50 £15.39
% change year-on-year
- +0.74%
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
41713 42607 40208
As % of all contract IT jobs located in England 83.05% 80.44% 78.83%
Number of daily rates quoted 27776 28210 25375
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1001 1151 1119
Median hourly rate £29.50 £31.44 £23.00
Median hourly rate % change year-on-year
-6.17% +36.69%
90% offered a hourly rate of more than £12.58 £12.93 £12.50
10% offered a hourly rate of more than £52.00 £51.30 £45.00
UK excluding London median hourly rate £30.00 £33.00 £25.75
% change year-on-year
-9.09% +28.15%

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 26 August 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 26 August 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 -12 73 £400 +4.57% 14
South East +18 29 £250 -37.88% 8
East Midlands +10 14 £375 -16.66%
South West +9 12 £366 +17.20% 3
East of England +23 11 £375 -1.96%
West Midlands -30 8 £450 +50.00% 4
North West +5 4 £382 +17.38% 1
Yorkshire -6 3 £375 +25.00%
North East - 2 £463 -
Midlands - 1 £450 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 26 August 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.

1 171 (56.25%) Migration
2 138 (45.39%) Data Migration
3 117 (38.49%) Data Quality
4 98 (32.24%) SQL
5 80 (26.32%) Data Modelling
6 72 (23.68%) Finance
7 70 (23.03%) ETL
8 65 (21.38%) SAP
9 63 (20.72%) Data Analysis
10 56 (18.42%) Validation
11 52 (17.11%) Data Mapping
12 51 (16.78%) Data Management
13 46 (15.13%) SQL Server
14 43 (14.14%) Oracle
15 42 (13.82%) Data Architecture
16 37 (12.17%) Data Governance
17 35 (11.51%) MS Excel
17 35 (11.51%) Data Warehouse
18 34 (11.18%) Data Transformation
19 33 (10.86%) Data Extraction
20 32 (10.53%) Analytics
21 30 (9.87%) Master Data Management
21 30 (9.87%) Data Conversion
21 30 (9.87%) CRM
21 30 (9.87%) Microsoft
22 29 (9.54%) Business Intelligence
23 24 (7.89%) User Acceptance Testing
23 24 (7.89%) ERP
24 23 (7.57%) Analytical Skills
25 22 (7.24%) Informatica

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 9 (2.96%) SAS
2 6 (1.97%) SharePoint
3 3 (0.99%) Confluence
4 2 (0.66%) Apache Spark
5 1 (0.33%) BizTalk Server
5 1 (0.33%) Documentum
5 1 (0.33%) Tomcat
Applications
1 35 (11.51%) MS Excel
2 13 (4.28%) Spreadsheet
3 9 (2.96%) MS Office
4 7 (2.30%) MS PowerPoint
5 6 (1.97%) MS Project
5 6 (1.97%) MS Visio
6 1 (0.33%) SPSS
Business Applications
1 16 (5.26%) Oracle EBS R12
2 15 (4.93%) Oracle EBS
3 12 (3.95%) Dynamics CRM
4 9 (2.96%) Unit4 Business World
5 6 (1.97%) Maximo
5 6 (1.97%) SAP CRM
5 6 (1.97%) SAP FI
5 6 (1.97%) SAP HR
6 5 (1.64%) Oracle Financials
6 5 (1.64%) Salesforce.com CRM
7 4 (1.32%) SAP ERP
8 3 (0.99%) Oracle Assets
8 3 (0.99%) Oracle Cash Management
8 3 (0.99%) Oracle ERP
8 3 (0.99%) Oracle General Ledger
8 3 (0.99%) Oracle Payables
8 3 (0.99%) Oracle Procure-to-Pay
8 3 (0.99%) Oracle Receivables
8 3 (0.99%) SAP APO
8 3 (0.99%) SAP PM
Cloud Services
1 11 (3.62%) SuccessFactors
2 5 (1.64%) Amazon AWS
3 3 (0.99%) Google Apps
3 3 (0.99%) SaaS
4 2 (0.66%) Google Cloud Platform
Communications & Networking
1 4 (1.32%) TACACS
2 3 (0.99%) Firewall
3 2 (0.66%) ATM
3 2 (0.66%) Intranet
4 1 (0.33%) Extranet
4 1 (0.33%) Internet
4 1 (0.33%) Wireless
Database & Business Intelligence
1 46 (15.13%) SQL Server
2 35 (11.51%) Data Warehouse
3 20 (6.58%) SAP Data Services
4 17 (5.59%) SQL Server Integration Services
5 14 (4.61%) Big Data
6 13 (4.28%) SQL Server 2008
6 13 (4.28%) SQL Server Reporting Services
7 11 (3.62%) Data Mining
7 11 (3.62%) PostgreSQL
8 9 (2.96%) DB2
8 9 (2.96%) MySQL
8 9 (2.96%) SQL Server Analysis Services
9 8 (2.63%) BusinessObjects
9 8 (2.63%) JasperReports
9 8 (2.63%) Relational Database
10 6 (1.97%) Amazon Redshift
10 6 (1.97%) NoSQL
10 6 (1.97%) Qlik Sense
11 5 (1.64%) Enterprise Data Warehouse
11 5 (1.64%) SQL Server 2014
Development Applications
1 18 (5.92%) LSMW
2 6 (1.97%) JIRA
2 6 (1.97%) Talend Open Studio
3 4 (1.32%) ERwin
3 4 (1.32%) Team Foundation Server
4 2 (0.66%) SQL Server Management Studio (SSMS)
4 2 (0.66%) Visual Studio
5 1 (0.33%) Oracle Forms
General
1 72 (23.68%) Finance
2 13 (4.28%) Marketing
3 11 (3.62%) Manufacturing
4 10 (3.29%) Retail
5 8 (2.63%) Banking
6 7 (2.30%) Law
7 6 (1.97%) Legal
7 6 (1.97%) Pharmaceutical
8 3 (0.99%) Retail Banking
9 2 (0.66%) Financial Institution
9 2 (0.66%) Local Government
9 2 (0.66%) Publishing
9 2 (0.66%) Telecoms
10 1 (0.33%) Advertising
10 1 (0.33%) Automotive
10 1 (0.33%) Back Office
10 1 (0.33%) Electronics
10 1 (0.33%) Front Office
10 1 (0.33%) Private Banking
Job Titles
1 137 (45.07%) Analyst
2 97 (31.91%) Data Analyst
3 40 (13.16%) Architect
4 35 (11.51%) Consultant
5 28 (9.21%) Developer
6 27 (8.88%) Business Analyst
6 27 (8.88%) Data Architect
7 25 (8.22%) Migration Analyst
8 23 (7.57%) Data Migration Analyst
9 20 (6.58%) Data Consultant
10 17 (5.59%) Data Manager
11 16 (5.26%) Data Migration Lead
12 14 (4.61%) SQL Analyst
13 12 (3.95%) Data Migration Consultant
13 12 (3.95%) Financial Analyst
13 12 (3.95%) Migration Consultant
13 12 (3.95%) SAP Consultant
13 12 (3.95%) SAP Data Consultant
13 12 (3.95%) Software Architect
14 11 (3.62%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 8 (2.63%) BAPI
2 6 (1.97%) XML
3 4 (1.32%) MDX
4 3 (0.99%) .NET
5 2 (0.66%) HTML
5 2 (0.66%) Middleware
6 1 (0.33%) Oracle Fusion
6 1 (0.33%) REST
6 1 (0.33%) SOAP
6 1 (0.33%) Spring
6 1 (0.33%) Web Services
Miscellaneous
1 33 (10.86%) Data Extraction
2 30 (9.87%) Data Conversion
3 23 (7.57%) Analytical Skills
4 21 (6.91%) Data Structures
5 20 (6.58%) Data Integration
5 20 (6.58%) Management Information System
6 10 (3.29%) Reference Data
7 7 (2.30%) Credit Risk
8 5 (1.64%) Visualisation
9 4 (1.32%) AS400
9 4 (1.32%) FMCG
10 3 (0.99%) Data Protection Act
10 3 (0.99%) New Media
10 3 (0.99%) Statistics
10 3 (0.99%) Taxonomies
11 2 (0.66%) Client/Server
11 2 (0.66%) e-Learning
11 2 (0.66%) Learning Management System
11 2 (0.66%) Reinsurance
11 2 (0.66%) Virtual Team
Operating Systems
1 9 (2.96%) Windows
2 5 (1.64%) Unix
3 2 (0.66%) Linux
3 2 (0.66%) Solaris
4 1 (0.33%) Windows Server
Processes & Methodologies
1 171 (56.25%) Migration
2 138 (45.39%) Data Migration
3 80 (26.32%) Data Modelling
4 70 (23.03%) ETL
5 63 (20.72%) Data Analysis
6 56 (18.42%) Validation
7 52 (17.11%) Data Mapping
8 51 (16.78%) Data Management
9 42 (13.82%) Data Architecture
10 37 (12.17%) Data Governance
11 34 (11.18%) Data Transformation
12 32 (10.53%) Analytics
13 30 (9.87%) CRM
13 30 (9.87%) Master Data Management
14 29 (9.54%) Business Intelligence
15 24 (7.89%) ERP
15 24 (7.89%) User Acceptance Testing
16 18 (5.92%) Data Validation
17 17 (5.59%) Agile Software Development
18 15 (4.93%) Quality Management
Programming Languages
1 98 (32.24%) SQL
2 19 (6.25%) T-SQL
3 9 (2.96%) PL/SQL
4 8 (2.63%) C
4 8 (2.63%) VBA
5 4 (1.32%) ABAP
5 4 (1.32%) VB
6 3 (0.99%) JavaScript
6 3 (0.99%) Python
6 3 (0.99%) R
7 2 (0.66%) Java
8 1 (0.33%) C#
8 1 (0.33%) COBOL
8 1 (0.33%) PowerShell
8 1 (0.33%) VBScript
Qualifications
1 13 (4.28%) Security Cleared
2 9 (2.96%) Degree
2 9 (2.96%) SC Cleared
3 4 (1.32%) BPSS Clearance
4 2 (0.66%) ACCA
4 2 (0.66%) CIMA
5 1 (0.33%) CTC Cleared
5 1 (0.33%) DBS Check
5 1 (0.33%) DV Cleared
5 1 (0.33%) ITIL Foundation Certificate
5 1 (0.33%) PMP
Quality Assurance & Compliance
1 117 (38.49%) Data Quality
2 15 (4.93%) QA
3 6 (1.97%) GxP
3 6 (1.97%) Sarbanes-Oxley
4 2 (0.66%) Disclosure Scotland
4 2 (0.66%) EMIR
4 2 (0.66%) FATCA
4 2 (0.66%) GCP
4 2 (0.66%) Solvency II
System Software
1 3 (0.99%) Active Directory
1 3 (0.99%) Hyper-V
1 3 (0.99%) VMware Infrastructure
Systems Management
1 3 (0.99%) Control-M
2 2 (0.66%) Oracle EDQ
2 2 (0.66%) SCOM
Vendors
1 65 (21.38%) SAP
2 43 (14.14%) Oracle
3 30 (9.87%) Microsoft
4 22 (7.24%) Informatica
5 13 (4.28%) Salesforce.com
6 9 (2.96%) IBM
7 7 (2.30%) Tableau
8 6 (1.97%) Google
8 6 (1.97%) Talend
9 4 (1.32%) Teradata
10 3 (0.99%) Alteryx
10 3 (0.99%) VMware
11 2 (0.66%) Calypso
11 2 (0.66%) CODA
11 2 (0.66%) Cognos
11 2 (0.66%) HP
11 2 (0.66%) JD Edwards
11 2 (0.66%) Yardi
12 1 (0.33%) Bloomberg
12 1 (0.33%) Siebel
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Rate: £300 per day
Posted: 2 days ago
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Rate: £500.00 - £525.00 per day + 12 months +
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iKas International
Rate: £600 - £700 per day
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