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 average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 29 April 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.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 98 89 77
Rank change year-on-year
-9 -12
Contract jobs citing Data Cleansing 6 8 12
As % of all contract IT jobs located in Manchester 0.33% 0.48% 0.87%
As % of the Processes & Methodologies category 0.41% 0.63% 1.16%
Number of daily rates quoted 5 2 10
Average daily rate £400 £488 £300
Average daily rate % change year-on-year
-17.94% +62.50%
90% offered a daily rate of more than £248 £398 £148
10% offered a daily rate of more than £470 £578 £600
UK excluding London average daily rate £425 £400 £395
% change year-on-year
+6.25% +1.26%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £16.00 £47.33 £17.25
% change year-on-year
-66.19% +174.37%
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
1479 1271 1036
As % of all contract IT jobs located in Manchester 81.67% 76.66% 75.07%
Number of daily rates quoted 899 684 543
Average daily rate £400 £375 £360
Average daily rate % change year-on-year
+6.66% +4.16%
90% offered a daily rate of more than £295 £275 £246
10% offered a daily rate of more than £530 £500 £475
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 13 29 39
Average hourly rate £18.99 £16.16 £17.50
Average hourly rate % change year-on-year
+17.46% -7.64%
90% offered a hourly rate of more than £13.65 £12.00 £11.69
10% offered a hourly rate of more than £40.00 £37.50 £37.37
UK excluding London average hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

Data Cleansing
Jobs Demand Trend in Manchester

This chart provides a 3-month moving total of IT contractor jobs citing Data Cleansing across the Manchester region as a proportion of the total demand within 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
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Manchester region over the 3 months to 29 April 2016.

Data Cleansing Daily Rate Histogram 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 29 April 2016, IT contractor jobs across the Manchester 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 9 (56.25%) Validation
2 8 (50.00%) Migration
2 8 (50.00%) SQL
2 8 (50.00%) Data Quality
3 7 (43.75%) Data Migration
4 6 (37.50%) Data Management
4 6 (37.50%) Oracle
5 5 (31.25%) SQL Server
5 5 (31.25%) T-SQL
5 5 (31.25%) ETL
5 5 (31.25%) Toad
5 5 (31.25%) Data Analysis
5 5 (31.25%) Software Testing
5 5 (31.25%) QA
5 5 (31.25%) User Acceptance Testing
5 5 (31.25%) Data Extraction
5 5 (31.25%) Oracle Database
6 4 (25.00%) MS Excel
6 4 (25.00%) Stakeholder Management
7 3 (18.75%) Microsoft
7 3 (18.75%) Windows
7 3 (18.75%) Visual Studio
7 3 (18.75%) Agile Software Development
7 3 (18.75%) Retail
7 3 (18.75%) Data Modelling
7 3 (18.75%) MS PowerPoint
7 3 (18.75%) Dynamics AX
7 3 (18.75%) Taxonomies
7 3 (18.75%) Team Foundation Server
7 3 (18.75%) Waterfall

Data Cleansing
Top Related IT Skills in Manchester by Category

For the 6 months to 29 April 2016, IT contractor jobs across the Manchester 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 2 (12.50%) SAS
Applications
1 4 (25.00%) MS Excel
2 3 (18.75%) MS PowerPoint
3 1 (6.25%) SPSS
Business Applications
1 3 (18.75%) Dynamics AX
2 1 (6.25%) Oracle 11i
2 1 (6.25%) Oracle Applications
2 1 (6.25%) Oracle EBS
Database & Business Intelligence
1 5 (31.25%) Oracle Database
1 5 (31.25%) SQL Server
2 2 (12.50%) MS Access
2 2 (12.50%) Relational Database
3 1 (6.25%) RDBMS
3 1 (6.25%) SAP Data Services
3 1 (6.25%) SAP HANA
Development Applications
1 5 (31.25%) Toad
2 3 (18.75%) SQL Server Management Studio (SSMS)
2 3 (18.75%) Team Foundation Server
2 3 (18.75%) Visual Studio
General
1 3 (18.75%) Retail
2 1 (6.25%) Telecoms
Job Titles
1 9 (56.25%) Analyst
2 8 (50.00%) Data Analyst
3 4 (25.00%) Data Migration Analyst
3 4 (25.00%) Migration Analyst
3 4 (25.00%) Test Analyst
4 3 (18.75%) Data Manager
4 3 (18.75%) Data Migration Tester
4 3 (18.75%) ETL Tester
4 3 (18.75%) Tester
5 2 (12.50%) Data Quality Analyst
5 2 (12.50%) ETL Analyst
5 2 (12.50%) Quality Analyst
5 2 (12.50%) SQL Analyst
5 2 (12.50%) SQL Data Analyst
5 2 (12.50%) Test Data Analyst
6 1 (6.25%) Data Consultant
6 1 (6.25%) Data Migration Consultant
6 1 (6.25%) SAP Data Consultant
6 1 (6.25%) SAP Data Migration Consultant
6 1 (6.25%) SAP Migration Consultant
Libraries, Frameworks & Software Standards
1 1 (6.25%) Grails
Miscellaneous
1 5 (31.25%) Data Extraction
2 3 (18.75%) Credit Risk
2 3 (18.75%) Data Structures
2 3 (18.75%) Reference Data
2 3 (18.75%) Taxonomies
3 1 (6.25%) Data Integration
3 1 (6.25%) Data Protection Act
3 1 (6.25%) Visualisation
Operating Systems
1 3 (18.75%) Windows
1 3 (18.75%) Windows Server 2012
Processes & Methodologies
1 9 (56.25%) Validation
2 8 (50.00%) Migration
3 7 (43.75%) Data Migration
4 6 (37.50%) Data Management
5 5 (31.25%) Data Analysis
5 5 (31.25%) ETL
5 5 (31.25%) Software Testing
5 5 (31.25%) User Acceptance Testing
6 4 (25.00%) Stakeholder Management
7 3 (18.75%) Agile Software Development
7 3 (18.75%) Business Transformation
7 3 (18.75%) Data Governance
7 3 (18.75%) Data Modelling
7 3 (18.75%) Kalman Filter
7 3 (18.75%) Master Data Management
7 3 (18.75%) Metadata Management
7 3 (18.75%) Technical Analysis
7 3 (18.75%) Test Management
7 3 (18.75%) Waterfall
8 1 (6.25%) Strategic Planning
Programming Languages
1 8 (50.00%) SQL
2 5 (31.25%) T-SQL
3 1 (6.25%) Groovy
3 1 (6.25%) Java
3 1 (6.25%) PL/SQL
Quality Assurance & Compliance
1 8 (50.00%) Data Quality
2 5 (31.25%) QA
3 1 (6.25%) Disclosure Scotland
System Software
1 2 (12.50%) Microsoft Virtual Server
Vendors
1 6 (37.50%) Oracle
2 3 (18.75%) Microsoft
3 1 (6.25%) SAP
3 1 (6.25%) Tableau
Manchester, Lancashire
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