The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 149 138 111
Rank change year-on-year
-11 -27
Contract jobs citing Data Cleansing 8 12 21
As % of all contract IT jobs located in the North West 0.21% 0.33% 0.69%
As % of the Processes & Methodologies category 0.26% 0.43% 0.92%
Number of daily rates quoted 5 8 17
Median daily rate £263 £319 £390
Median daily rate % change year-on-year
-17.64% -18.26%
90% offered a daily rate of more than £154 £255 £285
10% offered a daily rate of more than £343 £548 £460
UK excluding London median daily rate £400 £350 £375
% change year-on-year
+14.28% -6.66%
Number of hourly rates quoted 0 2 0
Median hourly rate - £40.17 -
UK excluding London median hourly rate £16.00 £33.00 £14.75
% change year-on-year
-51.51% +123.72%
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 North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
3058 2800 2274
As % of all contract IT jobs located in the North West 81.11% 76.94% 74.85%
Number of daily rates quoted 1936 1658 1212
Median daily rate £415 £385 £388
Median daily rate % change year-on-year
+7.79% -0.64%
90% offered a daily rate of more than £300 £275 £260
10% offered a daily rate of more than £570 £550 £540
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 70 121 94
Median hourly rate £31.25 £34.00 £28.75
Median hourly rate % change year-on-year
-8.08% +18.26%
90% offered a hourly rate of more than £12.58 £14.50 £15.00
10% offered a hourly rate of more than £52.75 £53.67 £45.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Cleansing
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 the North West

Data Cleansing
Daily Rate Trend in the North West

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

Data Cleansing Daily Rate Trend in the North West

Data Cleansing
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the North West region over the 3 months to 28 June 2016.

Data Cleansing Daily Rate Histogram in the North West

Data Cleansing
Hourly Rate Trend in the North West

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

Data Cleansing Hourly Rate Trend in the North West

Data Cleansing
Contract Job Locations in the North West

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 North West region over the 3 months to 28 June 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
Manchester -13 4 £269 -17.30% 2
Merseyside -1 3 £155 -50.40%
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 28 June 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 North West region with a requirement for Data Cleansing.

1 9 (42.86%) Data Quality
2 7 (33.33%) Migration
3 6 (28.57%) Validation
3 6 (28.57%) Data Management
4 5 (23.81%) Stakeholder Management
5 4 (19.05%) Finance
5 4 (19.05%) SAP
5 4 (19.05%) Data Modelling
5 4 (19.05%) Master Data Management
5 4 (19.05%) Data Governance
5 4 (19.05%) Data Migration
6 3 (14.29%) Reference Data
6 3 (14.29%) MS PowerPoint
6 3 (14.29%) Credit Risk
6 3 (14.29%) Metadata Management
6 3 (14.29%) Data Structures
6 3 (14.29%) ETL
6 3 (14.29%) MS Excel
6 3 (14.29%) Oracle
6 3 (14.29%) Microsoft
6 3 (14.29%) Taxonomies
7 2 (9.52%) Degree
7 2 (9.52%) Data Analysis
7 2 (9.52%) Agile Software Development
7 2 (9.52%) Telecoms
7 2 (9.52%) Project Management
7 2 (9.52%) Pharmaceutical
7 2 (9.52%) ERP
7 2 (9.52%) SQL
7 2 (9.52%) SAS

Data Cleansing
Top Related IT Skills in the North West 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 (9.52%) SAS
Applications
1 3 (14.29%) MS Excel
1 3 (14.29%) MS PowerPoint
2 1 (4.76%) MS Office
2 1 (4.76%) MS Project
2 1 (4.76%) SPSS
Business Applications
1 1 (4.76%) Dynamics AX
1 1 (4.76%) Maximo
1 1 (4.76%) Oracle EBS R12
1 1 (4.76%) Oracle ERP
1 1 (4.76%) Unit4 Business World
Database & Business Intelligence
1 1 (4.76%) Oracle Database
1 1 (4.76%) Oracle Reports
1 1 (4.76%) SQL Server
Development Applications
1 1 (4.76%) SQL Server Management Studio (SSMS)
1 1 (4.76%) Team Foundation Server
1 1 (4.76%) Toad
1 1 (4.76%) Visual Studio
General
1 4 (19.05%) Finance
2 2 (9.52%) Pharmaceutical
2 2 (9.52%) Telecoms
3 1 (4.76%) Billing
3 1 (4.76%) Manufacturing
3 1 (4.76%) Retail
Job Titles
1 10 (47.62%) Analyst
2 6 (28.57%) Data Analyst
3 4 (19.05%) Data Manager
4 3 (14.29%) Business Analyst
5 2 (9.52%) Data Migration Manager
5 2 (9.52%) Data Quality Analyst
5 2 (9.52%) Master Data Analyst
5 2 (9.52%) Master Data Expert
5 2 (9.52%) Migration Analyst
5 2 (9.52%) Migration Manager
5 2 (9.52%) Network Analyst
5 2 (9.52%) Quality Analyst
6 1 (4.76%) Data Business Analyst
6 1 (4.76%) Data Migration Business Analyst
6 1 (4.76%) Data Migration Tester
6 1 (4.76%) ETL Tester
6 1 (4.76%) Junior Analyst
6 1 (4.76%) OSS Business Analyst
6 1 (4.76%) SAP Data Manager
6 1 (4.76%) Teradata Developer
Libraries, Frameworks & Software Standards
1 1 (4.76%) Oracle Fusion
Miscellaneous
1 3 (14.29%) Credit Risk
1 3 (14.29%) Data Structures
1 3 (14.29%) Reference Data
1 3 (14.29%) Taxonomies
2 2 (9.52%) Analytical Skills
2 2 (9.52%) Data Extraction
3 1 (4.76%) Data Conversion
3 1 (4.76%) Data Protection Act
3 1 (4.76%) Management Information System
3 1 (4.76%) Statistics
3 1 (4.76%) User Experience
3 1 (4.76%) Visualisation
Operating Systems
1 1 (4.76%) Windows
1 1 (4.76%) Windows Server 2012
Processes & Methodologies
1 7 (33.33%) Migration
2 6 (28.57%) Data Management
2 6 (28.57%) Validation
3 5 (23.81%) Stakeholder Management
4 4 (19.05%) Data Governance
4 4 (19.05%) Data Migration
4 4 (19.05%) Data Modelling
4 4 (19.05%) Master Data Management
5 3 (14.29%) ETL
5 3 (14.29%) Metadata Management
6 2 (9.52%) Agile Software Development
6 2 (9.52%) Data Analysis
6 2 (9.52%) Data Mapping
6 2 (9.52%) ERP
6 2 (9.52%) Project Management
6 2 (9.52%) User Acceptance Testing
7 1 (4.76%) Business Transformation
7 1 (4.76%) Data Architecture
7 1 (4.76%) Data Protection
7 1 (4.76%) Stakeholder Engagement
Programming Languages
1 2 (9.52%) SQL
2 1 (4.76%) T-SQL
Qualifications
1 2 (9.52%) Degree
Quality Assurance & Compliance
1 9 (42.86%) Data Quality
2 1 (4.76%) QA
Vendors
1 4 (19.05%) SAP
2 3 (14.29%) Microsoft
2 3 (14.29%) Oracle
3 1 (4.76%) Alteryx
3 1 (4.76%) Apple
3 1 (4.76%) Citrix
3 1 (4.76%) Google
3 1 (4.76%) Salesforce.com
3 1 (4.76%) Tableau
3 1 (4.76%) Teradata