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 24 January 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
24 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 79 88 -
Rank change year-on-year
+9 -
Contract jobs citing Data Cleansing 3 8 0
As % of all contract IT jobs located in Leeds 0.27% 0.56% -
As % of the Processes & Methodologies category 0.32% 0.66% -
Number of daily rates quoted 3 7 0
Median daily rate £350 £400 -
Median daily rate % change year-on-year
-12.50% -
UK excluding London median daily rate £413 £400 £363
% change year-on-year
+3.12% +10.34%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £10.00 £22.25
% change year-on-year
- -55.05%

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
926 1216 916
As % of all contract IT jobs located in Leeds 84.18% 85.27% 85.69%
Number of daily rates quoted 608 831 672
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 £300 £300 £275
10% offered a daily rate of more than £550 £566 £560
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 14 18 7
Median hourly rate £13.00 £15.75 £16.00
Median hourly rate % change year-on-year
-17.46% -1.56%
90% offered a hourly rate of more than £11.77 £12.01 £11.75
10% offered a hourly rate of more than £15.86 £45.45 £31.20
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 24 January 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 6 (100.00%) Data Modelling
2 5 (83.33%) Business Intelligence
3 3 (50.00%) ActiveX
3 3 (50.00%) VBA
3 3 (50.00%) SAP
3 3 (50.00%) Banking
3 3 (50.00%) Data Analysis
3 3 (50.00%) Data Architecture
3 3 (50.00%) Analytical Skills
3 3 (50.00%) Logical Data Model
3 3 (50.00%) Physical Data Model
3 3 (50.00%) Data Governance
3 3 (50.00%) Data Quality
4 2 (33.33%) Analytics
4 2 (33.33%) Database Theory
4 2 (33.33%) Information Exploitation
4 2 (33.33%) Stakeholder Engagement
4 2 (33.33%) VB
4 2 (33.33%) Tandem
4 2 (33.33%) Retail Banking
4 2 (33.33%) User Acceptance Testing
4 2 (33.33%) Retail
4 2 (33.33%) DAO
4 2 (33.33%) ADO
4 2 (33.33%) Finance
4 2 (33.33%) MS Excel
4 2 (33.33%) MS Access
4 2 (33.33%) Data Warehouse
4 2 (33.33%) IBM
4 2 (33.33%) Microsoft

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 3 (50.00%) Banking
2 2 (33.33%) Finance
2 2 (33.33%) Retail
2 2 (33.33%) Retail Banking
Job Titles
1 3 (50.00%) Analyst
1 3 (50.00%) Data Analyst
1 3 (50.00%) Developer
2 2 (33.33%) Banking Analyst
2 2 (33.33%) Business Intelligence Developer
3 1 (16.67%) Access Developer
3 1 (16.67%) Access VBA Developer
3 1 (16.67%) Business Developer
3 1 (16.67%) Excel Developer
3 1 (16.67%) Excel VBA Developer
3 1 (16.67%) Senior Analyst
3 1 (16.67%) Senior Data Analyst
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 3 (50.00%) Analytical Skills
2 2 (33.33%) Tandem
3 1 (16.67%) Management Information System
Processes & Methodologies
1 6 (100.00%) Data Modelling
2 5 (83.33%) Business Intelligence
3 3 (50.00%) Data Analysis
3 3 (50.00%) Data Architecture
3 3 (50.00%) Data Governance
3 3 (50.00%) Logical Data Model
3 3 (50.00%) Physical Data Model
4 2 (33.33%) Analytics
4 2 (33.33%) Database Theory
4 2 (33.33%) Information Exploitation
4 2 (33.33%) Stakeholder Engagement
4 2 (33.33%) User Acceptance Testing
5 1 (16.67%) Continuous Improvement
5 1 (16.67%) Data Mapping
5 1 (16.67%) Enterprise Architecture
5 1 (16.67%) Information Architecture
5 1 (16.67%) Root Cause Analysis
Programming Languages
1 3 (50.00%) VBA
2 2 (33.33%) VB
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
Vendors
1 3 (50.00%) SAP
2 2 (33.33%) IBM
2 2 (33.33%) Informatica
2 2 (33.33%) Microsoft