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 30 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
30 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 148 143 119
Rank change year-on-year
-5 -24
Contract jobs citing Data Cleansing 7 12 14
As % of all contract IT jobs located in the North West 0.19% 0.31% 0.46%
As % of the Processes & Methodologies category 0.24% 0.40% 0.62%
Number of daily rates quoted 5 10 9
Median daily rate £375 £306 £350
Median daily rate % change year-on-year
+22.44% -12.50%
90% offered a daily rate of more than £315 £146 £318
10% offered a daily rate of more than £478 £533 £452
UK excluding London median daily rate £375 £350 £331
% change year-on-year
+7.14% +5.66%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.00 -
UK excluding London median hourly rate - £15.50 £15.00
% change year-on-year
- +3.33%
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
2969 3005 2249
As % of all contract IT jobs located in the North West 81.43% 78.34% 74.45%
Number of daily rates quoted 1849 1784 1215
Median daily rate £410 £400 £375
Median daily rate % change year-on-year
+2.50% +6.66%
90% offered a daily rate of more than £281 £275 £256
10% offered a daily rate of more than £525 £575 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 94 124 105
Median hourly rate £23.50 £40.00 £27.50
Median hourly rate % change year-on-year
-41.25% +45.45%
90% offered a hourly rate of more than £12.58 £15.00 £13.00
10% offered a hourly rate of more than £59.31 £58.63 £47.30
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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 30 July 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 30 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
Manchester -9 4 £406 +85.71% 3
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 30 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 North West region with a requirement for Data Cleansing.

1 11 (52.38%) Data Quality
2 7 (33.33%) Migration
3 6 (28.57%) Finance
4 5 (23.81%) Data Management
4 5 (23.81%) Validation
4 5 (23.81%) Data Migration
5 4 (19.05%) Master Data Management
5 4 (19.05%) Data Governance
5 4 (19.05%) Stakeholder Management
5 4 (19.05%) SAP
5 4 (19.05%) Data Modelling
6 3 (14.29%) MS Excel
6 3 (14.29%) ERP
6 3 (14.29%) Unit4 Business World
6 3 (14.29%) MS PowerPoint
6 3 (14.29%) Taxonomies
6 3 (14.29%) Credit Risk
6 3 (14.29%) Data Structures
6 3 (14.29%) System Integration Testing
6 3 (14.29%) Metadata Management
6 3 (14.29%) Reference Data
6 3 (14.29%) User Acceptance Testing
7 2 (9.52%) Analytical Skills
7 2 (9.52%) Degree
7 2 (9.52%) Data Mapping
7 2 (9.52%) Project Management
7 2 (9.52%) Pharmaceutical
7 2 (9.52%) ETL
7 2 (9.52%) SAS
7 2 (9.52%) Microsoft

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 3 (14.29%) Unit4 Business World
2 1 (4.76%) Dynamics AX
2 1 (4.76%) Maximo
2 1 (4.76%) Oracle EBS R12
2 1 (4.76%) Oracle ERP
Database & Business Intelligence
1 1 (4.76%) Oracle Reports
General
1 6 (28.57%) Finance
2 2 (9.52%) Pharmaceutical
3 1 (4.76%) Manufacturing
Job Titles
1 8 (38.10%) Analyst
2 6 (28.57%) Data Analyst
2 6 (28.57%) Data Manager
3 4 (19.05%) Data Migration Manager
3 4 (19.05%) Migration Manager
4 2 (9.52%) Data Quality Analyst
4 2 (9.52%) Master Data Analyst
4 2 (9.52%) Master Data Expert
4 2 (9.52%) Quality Analyst
5 1 (4.76%) Consultant
5 1 (4.76%) Data Migration Analyst
5 1 (4.76%) ETL Developer
5 1 (4.76%) Implementation Consultant
5 1 (4.76%) Junior Analyst
5 1 (4.76%) PMO Administrator
5 1 (4.76%) PMO Analyst
5 1 (4.76%) Project Administrator
5 1 (4.76%) Project Analyst
5 1 (4.76%) Report Analyst
5 1 (4.76%) SAP Manager
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
3 1 (4.76%) Data Conversion
3 1 (4.76%) Data Extraction
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
Processes & Methodologies
1 7 (33.33%) Migration
2 5 (23.81%) Data Management
2 5 (23.81%) Data Migration
2 5 (23.81%) Validation
3 4 (19.05%) Data Governance
3 4 (19.05%) Data Modelling
3 4 (19.05%) Master Data Management
3 4 (19.05%) Stakeholder Management
4 3 (14.29%) ERP
4 3 (14.29%) Metadata Management
4 3 (14.29%) System Integration Testing
4 3 (14.29%) User Acceptance Testing
5 2 (9.52%) Change Management
5 2 (9.52%) Data Mapping
5 2 (9.52%) ETL
5 2 (9.52%) Project Management
6 1 (4.76%) GAP Analysis
6 1 (4.76%) ITIL
6 1 (4.76%) Quality Management
6 1 (4.76%) Risk Management
Programming Languages
1 1 (4.76%) SQL
Qualifications
1 2 (9.52%) Degree
Quality Assurance & Compliance
1 11 (52.38%) Data Quality
Vendors
1 4 (19.05%) SAP
2 2 (9.52%) Microsoft
2 2 (9.52%) 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%) JD Edwards
3 1 (4.76%) Salesforce.com
3 1 (4.76%) Tableau
3 1 (4.76%) Teradata
Liverpool, Merseyside
Uniting Ambition
Rate: 500 - 550
Posted: 4 days ago