The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 26 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
26 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 100 96 73
Rank change year-on-year
-4 -23
Contract jobs citing Data Cleansing 4 3 10
As % of all contract IT jobs located in Manchester 0.22% 0.18% 0.80%
As % of the Processes & Methodologies category 0.27% 0.24% 1.08%
Number of daily rates quoted 2 2 8
Median daily rate £269 £219 £350
Median daily rate % change year-on-year
+22.85% -37.50%
90% offered a daily rate of more than £264 £134 £325
10% offered a daily rate of more than £274 £304 £415
UK excluding London median daily rate £375 £338 £350
% change year-on-year
+11.11% -3.57%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £15.50 £15.00
% change year-on-year
- +3.33%
Data Cleansing
North West

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

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1478 1244 928
As % of all contract IT jobs located in Manchester 80.41% 76.60% 73.94%
Number of daily rates quoted 910 759 527
Median daily rate £400 £375 £350
Median daily rate % change year-on-year
+6.66% +7.14%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £525 £535 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 33 32 30
Median hourly rate £15.00 £19.50 £23.50
Median hourly rate % change year-on-year
-23.07% -17.02%
90% offered a hourly rate of more than £11.10 £11.50 £11.50
10% offered a hourly rate of more than £45.00 £40.00 £47.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Cleansing
Jobs Demand Trend in Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Data Cleansing
Daily Rate Trend in Manchester

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

Data Cleansing Daily Rate Trend in Manchester

Data Cleansing
Hourly Rate Trend in Manchester

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

Data Cleansing Hourly Rate Trend in Manchester

Data Cleansing
Top 30 Related IT Skills in Manchester

For the 6 months to 26 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 Manchester region with a requirement for Data Cleansing.

1 6 (60.00%) Validation
2 5 (50.00%) Data Quality
3 4 (40.00%) Data Management
4 3 (30.00%) Migration
4 3 (30.00%) Stakeholder Management
4 3 (30.00%) Taxonomies
4 3 (30.00%) MS Excel
4 3 (30.00%) Data Modelling
4 3 (30.00%) Data Governance
4 3 (30.00%) Data Structures
4 3 (30.00%) Master Data Management
4 3 (30.00%) Metadata Management
4 3 (30.00%) Credit Risk
4 3 (30.00%) Reference Data
5 2 (20.00%) Data Extraction
5 2 (20.00%) Data Mapping
5 2 (20.00%) Data Migration
5 2 (20.00%) SAS
5 2 (20.00%) Microsoft
5 2 (20.00%) ERP
5 2 (20.00%) SQL
5 2 (20.00%) Oracle
5 2 (20.00%) MS PowerPoint
6 1 (10.00%) Agile Software Development
6 1 (10.00%) Retail
6 1 (10.00%) Oracle ERP
6 1 (10.00%) Maximo
6 1 (10.00%) Dynamics AX
6 1 (10.00%) Data Protection Act
6 1 (10.00%) Data Analysis

Data Cleansing
Top Related IT Skills in Manchester 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 2 (20.00%) SAS
Applications
1 3 (30.00%) MS Excel
2 2 (20.00%) MS PowerPoint
3 1 (10.00%) MS Office
3 1 (10.00%) SPSS
Business Applications
1 1 (10.00%) Dynamics AX
1 1 (10.00%) Maximo
1 1 (10.00%) Oracle EBS R12
1 1 (10.00%) Oracle ERP
Database & Business Intelligence
1 1 (10.00%) Oracle Database
1 1 (10.00%) Oracle Reports
1 1 (10.00%) SQL Server
Development Applications
1 1 (10.00%) SQL Server Management Studio (SSMS)
1 1 (10.00%) Team Foundation Server
1 1 (10.00%) Toad
1 1 (10.00%) Visual Studio
General
1 1 (10.00%) Retail
Job Titles
1 5 (50.00%) Analyst
2 4 (40.00%) Data Analyst
3 2 (20.00%) Data Manager
3 2 (20.00%) Data Quality Analyst
3 2 (20.00%) Quality Analyst
4 1 (10.00%) Business Analyst
4 1 (10.00%) Data Business Analyst
4 1 (10.00%) Data Migration Analyst
4 1 (10.00%) Data Migration Business Analyst
4 1 (10.00%) Data Migration Tester
4 1 (10.00%) ETL Tester
4 1 (10.00%) Junior
4 1 (10.00%) Junior Analyst
4 1 (10.00%) Migration Analyst
4 1 (10.00%) Report Analyst
4 1 (10.00%) Support Specialist
4 1 (10.00%) Tester
Libraries, Frameworks & Software Standards
1 1 (10.00%) Oracle Fusion
Miscellaneous
1 3 (30.00%) Credit Risk
1 3 (30.00%) Data Structures
1 3 (30.00%) Reference Data
1 3 (30.00%) Taxonomies
2 2 (20.00%) Data Extraction
3 1 (10.00%) Analytical Skills
3 1 (10.00%) Data Protection Act
3 1 (10.00%) Visualisation
Operating Systems
1 1 (10.00%) Windows
1 1 (10.00%) Windows Server 2012
Processes & Methodologies
1 6 (60.00%) Validation
2 4 (40.00%) Data Management
3 3 (30.00%) Data Governance
3 3 (30.00%) Data Modelling
3 3 (30.00%) Master Data Management
3 3 (30.00%) Metadata Management
3 3 (30.00%) Migration
3 3 (30.00%) Stakeholder Management
4 2 (20.00%) Data Mapping
4 2 (20.00%) Data Migration
4 2 (20.00%) ERP
5 1 (10.00%) Data Analysis
5 1 (10.00%) Data Protection
5 1 (10.00%) Data Visualisation
5 1 (10.00%) Risk Management
5 1 (10.00%) Software Testing
5 1 (10.00%) Test Management
5 1 (10.00%) Test Scripting
5 1 (10.00%) User Acceptance Testing
5 1 (10.00%) Waterfall
Programming Languages
1 2 (20.00%) SQL
2 1 (10.00%) T-SQL
Quality Assurance & Compliance
1 5 (50.00%) Data Quality
2 1 (10.00%) QA
Vendors
1 2 (20.00%) Microsoft
1 2 (20.00%) Oracle
2 1 (10.00%) Tableau