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 4 May 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
4 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 150 145 116
Rank change year-on-year
-5 -29
Contract jobs citing Data Cleansing 14 16 24
As % of all contract IT jobs located in the North West 0.35% 0.41% 0.77%
As % of the Processes & Methodologies category 0.42% 0.53% 1.02%
Number of daily rates quoted 11 5 18
Median daily rate £325 £525 £325
Median daily rate % change year-on-year
-38.09% +61.53%
90% offered a daily rate of more than £160 £345 £203
10% offered a daily rate of more than £550 £570 £502
UK excluding London median daily rate £420 £375 £390
% change year-on-year
+12.00% -3.84%
Number of hourly rates quoted 0 2 0
Median hourly rate - £47.33 -
UK excluding London median hourly rate £16.00 £33.67 £17.25
% change year-on-year
-52.47% +95.15%
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
3303 3046 2358
As % of all contract IT jobs located in the North West 81.68% 77.96% 75.46%
Number of daily rates quoted 2056 1686 1232
Median daily rate £415 £400 £375
Median daily rate % change year-on-year
+3.75% +6.66%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £570 £550 £535
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 85 145 130
Median hourly rate £36.00 £37.00 £28.50
Median hourly rate % change year-on-year
-2.70% +29.82%
90% offered a hourly rate of more than £16.00 £14.50 £12.76
10% offered a hourly rate of more than £47.86 £60.00 £45.00
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

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 4 May 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 4 May 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 -10 6 £400 -17.94% 2
Cheshire -12 4 £550 +4.76%
Merseyside - 3 £155 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 4 May 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 12 (46.15%) Data Quality
2 11 (42.31%) Migration
3 9 (34.62%) Validation
3 9 (34.62%) Data Migration
4 8 (30.77%) Data Management
4 8 (30.77%) SQL
4 8 (30.77%) Oracle
5 6 (23.08%) ETL
5 6 (23.08%) Data Analysis
5 6 (23.08%) User Acceptance Testing
6 5 (19.23%) QA
6 5 (19.23%) Data Extraction
6 5 (19.23%) Oracle Database
6 5 (19.23%) Software Testing
6 5 (19.23%) Stakeholder Management
6 5 (19.23%) Finance
6 5 (19.23%) SQL Server
6 5 (19.23%) T-SQL
6 5 (19.23%) SAP
6 5 (19.23%) Toad
7 4 (15.38%) Microsoft
7 4 (15.38%) MS Excel
7 4 (15.38%) Data Modelling
7 4 (15.38%) MS PowerPoint
7 4 (15.38%) Agile Software Development
7 4 (15.38%) Master Data Management
7 4 (15.38%) Data Governance
8 3 (11.54%) Waterfall
8 3 (11.54%) Reference Data
8 3 (11.54%) Team Foundation Server

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 (7.69%) SAS
Applications
1 4 (15.38%) MS Excel
1 4 (15.38%) MS PowerPoint
2 1 (3.85%) MS Project
2 1 (3.85%) SPSS
Business Applications
1 3 (11.54%) Dynamics AX
2 2 (7.69%) Oracle EBS
3 1 (3.85%) Oracle 11i
3 1 (3.85%) Oracle Applications
3 1 (3.85%) Oracle Financials
3 1 (3.85%) Unit4 Business World
Database & Business Intelligence
1 5 (19.23%) Oracle Database
1 5 (19.23%) SQL Server
2 2 (7.69%) MS Access
2 2 (7.69%) Relational Database
3 1 (3.85%) Oracle Reports
3 1 (3.85%) RDBMS
3 1 (3.85%) SAP Data Services
3 1 (3.85%) SAP HANA
Development Applications
1 5 (19.23%) Toad
2 3 (11.54%) SQL Server Management Studio (SSMS)
2 3 (11.54%) Team Foundation Server
2 3 (11.54%) Visual Studio
General
1 5 (19.23%) Finance
2 3 (11.54%) Retail
3 2 (7.69%) Pharmaceutical
3 2 (7.69%) Telecoms
4 1 (3.85%) Billing
4 1 (3.85%) Manufacturing
Job Titles
1 14 (53.85%) Analyst
2 10 (38.46%) Data Analyst
3 5 (19.23%) Data Manager
3 5 (19.23%) Migration Analyst
4 4 (15.38%) Data Migration Analyst
4 4 (15.38%) Test Analyst
5 3 (11.54%) Data Migration Tester
5 3 (11.54%) ETL Tester
5 3 (11.54%) Tester
6 2 (7.69%) Business Analyst
6 2 (7.69%) Data Migration Manager
6 2 (7.69%) Data Quality Analyst
6 2 (7.69%) ETL Analyst
6 2 (7.69%) Master Data Analyst
6 2 (7.69%) Master Data Expert
6 2 (7.69%) Migration Manager
6 2 (7.69%) Quality Analyst
6 2 (7.69%) SQL Analyst
6 2 (7.69%) SQL Data Analyst
6 2 (7.69%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 1 (3.85%) Grails
Miscellaneous
1 5 (19.23%) Data Extraction
2 3 (11.54%) Credit Risk
2 3 (11.54%) Data Structures
2 3 (11.54%) Reference Data
2 3 (11.54%) Taxonomies
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Data Conversion
3 1 (3.85%) Data Integration
3 1 (3.85%) Data Protection Act
3 1 (3.85%) Management Information System
3 1 (3.85%) Statistics
3 1 (3.85%) User Experience
3 1 (3.85%) Visualisation
Operating Systems
1 3 (11.54%) Windows
1 3 (11.54%) Windows Server 2012
Processes & Methodologies
1 11 (42.31%) Migration
2 9 (34.62%) Data Migration
2 9 (34.62%) Validation
3 8 (30.77%) Data Management
4 6 (23.08%) Data Analysis
4 6 (23.08%) ETL
4 6 (23.08%) User Acceptance Testing
5 5 (19.23%) Software Testing
5 5 (19.23%) Stakeholder Management
6 4 (15.38%) Agile Software Development
6 4 (15.38%) Data Governance
6 4 (15.38%) Data Modelling
6 4 (15.38%) Master Data Management
7 3 (11.54%) Business Transformation
7 3 (11.54%) Kalman Filter
7 3 (11.54%) Metadata Management
7 3 (11.54%) Project Management
7 3 (11.54%) Technical Analysis
7 3 (11.54%) Test Management
7 3 (11.54%) Waterfall
Programming Languages
1 8 (30.77%) SQL
2 5 (19.23%) T-SQL
3 1 (3.85%) Groovy
3 1 (3.85%) Java
3 1 (3.85%) PL/SQL
Qualifications
1 2 (7.69%) Degree
Quality Assurance & Compliance
1 12 (46.15%) Data Quality
2 5 (19.23%) QA
3 1 (3.85%) Disclosure Scotland
System Software
1 2 (7.69%) Microsoft Virtual Server
Vendors
1 8 (30.77%) Oracle
2 5 (19.23%) SAP
3 4 (15.38%) Microsoft
4 1 (3.85%) Apple
4 1 (3.85%) Citrix
4 1 (3.85%) Google
4 1 (3.85%) Tableau
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