The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 115 127 129
Rank change year-on-year
+12 +2
Contract jobs citing Data Cleansing 12 23 1
As % of all contract IT jobs located in Yorkshire 0.50% 0.75% 0.037%
As % of the Processes & Methodologies category 0.61% 0.89% 0.047%
Number of daily rates quoted 9 17 0
Median daily rate £388 £400 -
Median daily rate % change year-on-year
-3.12% -
UK excluding London median daily rate £419 £400 £350
% change year-on-year
+4.68% +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1953 2582 2111
As % of all contract IT jobs located in Yorkshire 81.31% 83.78% 78.62%
Number of daily rates quoted 1290 1721 1386
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £288 £280 £275
10% offered a daily rate of more than £550 £550 £538
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 65 96 54
Median hourly rate £16.25 £15.50 £16.34
Median hourly rate % change year-on-year
+4.83% -5.14%
90% offered a hourly rate of more than £9.50 £10.58 £10.50
10% offered a hourly rate of more than £32.50 £45.00 £42.50
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

Data Cleansing
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire 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 Yorkshire

Data Cleansing
Daily Rate Trend in Yorkshire

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

Data Cleansing Daily Rate Trend in Yorkshire

Data Cleansing
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Yorkshire region over the 3 months to 10 December 2016.

Data Cleansing Daily Rate Histogram in Yorkshire

Data Cleansing
Hourly Rate Trend in Yorkshire

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

Data Cleansing Hourly Rate Trend in Yorkshire

Data Cleansing
Contract Job Locations in Yorkshire

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 Yorkshire region over the 3 months to 10 December 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
West Yorkshire +9 4 £363 -14.70%
South Yorkshire -16 4 £388 +10.71%
East Yorkshire - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in Yorkshire

For the 6 months to 10 December 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 Yorkshire region with a requirement for Data Cleansing.

1 10 (58.82%) Data Modelling
2 7 (41.18%) Migration
3 6 (35.29%) Business Intelligence
3 6 (35.29%) Retail
3 6 (35.29%) Data Migration
4 5 (29.41%) Banking
4 5 (29.41%) Data Analysis
4 5 (29.41%) Finance
4 5 (29.41%) Microsoft
4 5 (29.41%) SQL
4 5 (29.41%) Logical Data Model
5 4 (23.53%) VBA
5 4 (23.53%) SAP
5 4 (23.53%) ERP
5 4 (23.53%) ActiveX
5 4 (23.53%) Retail Banking
6 3 (17.65%) Data Mapping
6 3 (17.65%) Data Architecture
6 3 (17.65%) Knowledge Management
6 3 (17.65%) Business Analysis
6 3 (17.65%) Document Management
6 3 (17.65%) DAO
6 3 (17.65%) Stakeholder Management
6 3 (17.65%) MS Excel
6 3 (17.65%) MS Access
6 3 (17.65%) ADO
6 3 (17.65%) VB
6 3 (17.65%) Physical Data Model
6 3 (17.65%) Database Theory
6 3 (17.65%) Stakeholder Engagement

Data Cleansing
Top Related IT Skills in Yorkshire 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 (11.76%) SharePoint
Applications
1 3 (17.65%) MS Excel
2 2 (11.76%) MS Office
Business Applications
1 2 (11.76%) Dynamics AX
Database & Business Intelligence
1 3 (17.65%) MS Access
2 2 (11.76%) Data Warehouse
3 1 (5.88%) DB2
General
1 6 (35.29%) Retail
2 5 (29.41%) Banking
2 5 (29.41%) Finance
3 4 (23.53%) Retail Banking
4 2 (11.76%) Manufacturing
Job Titles
1 7 (41.18%) Analyst
2 4 (23.53%) Developer
3 3 (17.65%) Business Analyst
3 3 (17.65%) Data Analyst
4 2 (11.76%) Banking Analyst
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) Consultant
4 2 (11.76%) Data Consultant
4 2 (11.76%) Data Migration Consultant
4 2 (11.76%) Data Migration Lead
4 2 (11.76%) DBA
4 2 (11.76%) Knowledge Analyst
4 2 (11.76%) Migration Consultant
4 2 (11.76%) SQL DBA
5 1 (5.88%) Access VBA Developer
5 1 (5.88%) Data Migration Engineer
5 1 (5.88%) Excel Developer
5 1 (5.88%) Excel VBA Developer
5 1 (5.88%) Knowledge Management Analyst
5 1 (5.88%) Knowledge Management Business Analyst
Libraries, Frameworks & Software Standards
1 4 (23.53%) ActiveX
2 3 (17.65%) ADO
2 3 (17.65%) DAO
Miscellaneous
1 3 (17.65%) Analytical Skills
2 2 (11.76%) FMCG
2 2 (11.76%) Tandem
3 1 (5.88%) Management Information System
3 1 (5.88%) NHS
Processes & Methodologies
1 10 (58.82%) Data Modelling
2 7 (41.18%) Migration
3 6 (35.29%) Business Intelligence
3 6 (35.29%) Data Migration
4 5 (29.41%) Data Analysis
4 5 (29.41%) Logical Data Model
5 4 (23.53%) ERP
6 3 (17.65%) Business Analysis
6 3 (17.65%) Capacity Management
6 3 (17.65%) Data Architecture
6 3 (17.65%) Data Governance
6 3 (17.65%) Data Mapping
6 3 (17.65%) Database Theory
6 3 (17.65%) Document Management
6 3 (17.65%) Knowledge Management
6 3 (17.65%) Physical Data Model
6 3 (17.65%) Stakeholder Engagement
6 3 (17.65%) Stakeholder Management
7 2 (11.76%) Analytics
7 2 (11.76%) Master Data Management
Programming Languages
1 5 (29.41%) SQL
2 4 (23.53%) VBA
3 3 (17.65%) VB
4 1 (5.88%) C
4 1 (5.88%) COBOL
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
Vendors
1 5 (29.41%) Microsoft
2 4 (23.53%) SAP
3 2 (11.76%) IBM
3 2 (11.76%) Informatica
4 1 (5.88%) Oracle