The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 83 93 -
Rank change year-on-year
+10 -
Contract jobs citing Data Cleansing 4 3 0
As % of all contract IT jobs located in Leeds 0.36% 0.21% -
As % of the Processes & Methodologies category 0.43% 0.25% -
Number of daily rates quoted 3 3 0
Median daily rate £350 £350 -
UK excluding London median daily rate £413 £400 £364
% change year-on-year
+3.12% +9.96%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £13.50 -

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

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
932 1191 1008
As % of all contract IT jobs located in Leeds 84.42% 84.65% 86.97%
Number of daily rates quoted 607 821 715
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £313 £300 £265
10% offered a daily rate of more than £550 £575 £560
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 12 18 12
Median hourly rate £13.25 £15.25 £18.00
Median hourly rate % change year-on-year
-13.11% -15.27%
90% offered a hourly rate of more than £11.73 £10.20 £11.75
10% offered a hourly rate of more than £15.87 £19.44 £29.80
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

Data Cleansing
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds 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 Leeds

Data Cleansing
Daily Rate Trend in Leeds

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

Data Cleansing Daily Rate Trend in Leeds

Data Cleansing
Hourly Rate Trend in Leeds

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

Data Cleansing Hourly Rate Trend in Leeds

Data Cleansing
Top 30 Related IT Skills in Leeds

For the 6 months to 20 February 2017, 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 Leeds region with a requirement for Data Cleansing.

1 5 (83.33%) Data Modelling
1 5 (83.33%) Business Intelligence
2 3 (50.00%) VBA
2 3 (50.00%) SAP
2 3 (50.00%) ActiveX
3 2 (33.33%) MS Excel
3 2 (33.33%) MS Access
3 2 (33.33%) Data Warehouse
3 2 (33.33%) ADO
3 2 (33.33%) IBM
3 2 (33.33%) Microsoft
3 2 (33.33%) Informatica
3 2 (33.33%) Finance
3 2 (33.33%) Tandem
3 2 (33.33%) Banking
3 2 (33.33%) DAO
3 2 (33.33%) Data Analysis
3 2 (33.33%) User Acceptance Testing
3 2 (33.33%) Data Architecture
3 2 (33.33%) Analytics
3 2 (33.33%) Analytical Skills
3 2 (33.33%) Logical Data Model
3 2 (33.33%) Physical Data Model
3 2 (33.33%) Database Theory
3 2 (33.33%) Information Exploitation
3 2 (33.33%) Data Governance
3 2 (33.33%) Data Quality
3 2 (33.33%) Stakeholder Engagement
3 2 (33.33%) VB
4 1 (16.67%) Continuous Improvement

Data Cleansing
Top Related IT Skills in Leeds 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:

Applications
1 2 (33.33%) MS Excel
Database & Business Intelligence
1 2 (33.33%) Data Warehouse
1 2 (33.33%) MS Access
General
1 2 (33.33%) Banking
1 2 (33.33%) Finance
2 1 (16.67%) Retail
2 1 (16.67%) Retail Banking
Job Titles
1 3 (50.00%) Analyst
1 3 (50.00%) Developer
2 2 (33.33%) Business Intelligence Developer
2 2 (33.33%) Data Analyst
3 1 (16.67%) Access Developer
3 1 (16.67%) Access VBA Developer
3 1 (16.67%) Banking Analyst
3 1 (16.67%) Business Analyst
3 1 (16.67%) Business Developer
3 1 (16.67%) Excel Developer
3 1 (16.67%) Excel VBA Developer
3 1 (16.67%) VBA Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) ActiveX
2 2 (33.33%) ADO
2 2 (33.33%) DAO
Miscellaneous
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Tandem
2 1 (16.67%) Management Information System
Processes & Methodologies
1 5 (83.33%) Business Intelligence
1 5 (83.33%) Data Modelling
2 2 (33.33%) Analytics
2 2 (33.33%) Data Analysis
2 2 (33.33%) Data Architecture
2 2 (33.33%) Data Governance
2 2 (33.33%) Database Theory
2 2 (33.33%) Information Exploitation
2 2 (33.33%) Logical Data Model
2 2 (33.33%) Physical Data Model
2 2 (33.33%) Stakeholder Engagement
2 2 (33.33%) User Acceptance Testing
3 1 (16.67%) Business Analysis
3 1 (16.67%) Business Analytics
3 1 (16.67%) Continuous Improvement
3 1 (16.67%) Data Integration
3 1 (16.67%) Data Mapping
3 1 (16.67%) Information Architecture
3 1 (16.67%) Root Cause Analysis
3 1 (16.67%) Stakeholder Management
Programming Languages
1 3 (50.00%) VBA
2 2 (33.33%) VB
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
2 1 (16.67%) IFRS
2 1 (16.67%) IFRS 9
Vendors
1 3 (50.00%) SAP
2 2 (33.33%) IBM
2 2 (33.33%) Informatica
2 2 (33.33%) Microsoft