The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 19 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
19 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK / Scotland
Rank 101 128 109
Rank change year-on-year
+27 -19
Contract jobs citing Data Cleansing 2 2 15
As % of all contract IT jobs located in Scotland 0.12% 0.076% 0.57%
As % of the Processes & Methodologies category 0.15% 0.095% 0.71%
Number of daily rates quoted 1 1 9
Median daily rate £325 £500 £350
Median daily rate % change year-on-year
-35.00% +42.85%
UK excluding London median daily rate £425 £400 £350
% change year-on-year
+6.25% +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

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

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1378 2103 2102
As % of all contract IT jobs located in Scotland 82.71% 79.54% 80.05%
Number of daily rates quoted 783 1158 1151
Median daily rate £375 £375 £396
Median daily rate % change year-on-year
- -5.30%
90% offered a daily rate of more than £270 £265 £285
10% offered a daily rate of more than £500 £500 £500
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 30 27 22
Median hourly rate £42.00 £39.25 £28.00
Median hourly rate % change year-on-year
+7.00% +40.17%
90% offered a hourly rate of more than £14.75 £16.50 £15.77
10% offered a hourly rate of more than £65.30 £43.95 £47.50
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 Scotland

The demand trend of contract jobs across the Scotland 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 Scotland

Data Cleansing
Daily Rate Trend in Scotland

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

Data Cleansing Daily Rate Trend in Scotland

Data Cleansing
Hourly Rate Trend in Scotland

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

Data Cleansing Hourly Rate Trend in Scotland

Data Cleansing
Contract Job Locations in Scotland

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 Scotland region over the 3 months to 19 January 2017. 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 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
Glasgow - 2 £325 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Scotland

For the 6 months to 19 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 Scotland region with a requirement for Data Cleansing.

1 4 (80.00%) Data Quality
2 3 (60.00%) Finance
2 3 (60.00%) Agile Software Development
3 2 (40.00%) ERP
3 2 (40.00%) Migration
3 2 (40.00%) Dynamics AX
3 2 (40.00%) JIRA
3 2 (40.00%) Kanban
3 2 (40.00%) Data Migration
3 2 (40.00%) Confluence
4 1 (20.00%) Presales
4 1 (20.00%) Waterfall
4 1 (20.00%) Data Governance
4 1 (20.00%) Data Architecture
4 1 (20.00%) Team Foundation Server
4 1 (20.00%) Enterprise Content Management
4 1 (20.00%) Big Data
4 1 (20.00%) Analytics
4 1 (20.00%) Performance Tuning
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) SQL Server Integration Services
4 1 (20.00%) Retail Banking
4 1 (20.00%) Data Modelling
4 1 (20.00%) ETL
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Configuration Management
4 1 (20.00%) SQL
4 1 (20.00%) VBA
4 1 (20.00%) Data Warehouse
4 1 (20.00%) Banking

Data Cleansing
Top Related IT Skills in Scotland 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 (40.00%) Confluence
Business Applications
1 2 (40.00%) Dynamics AX
2 1 (20.00%) Dynamics NAV
Database & Business Intelligence
1 1 (20.00%) Big Data
1 1 (20.00%) Data Warehouse
1 1 (20.00%) SQL Server Analysis Services
1 1 (20.00%) SQL Server Integration Services
Development Applications
1 2 (40.00%) JIRA
2 1 (20.00%) Team Foundation Server
General
1 3 (60.00%) Finance
2 1 (20.00%) Banking
2 1 (20.00%) Retail
2 1 (20.00%) Retail Banking
Job Titles
1 3 (60.00%) Analyst
1 3 (60.00%) Data Analyst
2 2 (40.00%) Architect
2 2 (40.00%) Data Architect
2 2 (40.00%) ERP Analyst
3 1 (20.00%) Data Migration Analyst
3 1 (20.00%) Migration Analyst
Processes & Methodologies
1 3 (60.00%) Agile Software Development
2 2 (40.00%) Data Migration
2 2 (40.00%) ERP
2 2 (40.00%) Kanban
2 2 (40.00%) Migration
3 1 (20.00%) Analytics
3 1 (20.00%) Automated Testing
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Configuration Management
3 1 (20.00%) Content Management
3 1 (20.00%) Data Architecture
3 1 (20.00%) Data Governance
3 1 (20.00%) Data Management
3 1 (20.00%) Data Modelling
3 1 (20.00%) Enterprise Content Management
3 1 (20.00%) ETL
3 1 (20.00%) Performance Tuning
3 1 (20.00%) Presales
3 1 (20.00%) Waterfall
Programming Languages
1 1 (20.00%) SQL
1 1 (20.00%) VBA
Quality Assurance & Compliance
1 4 (80.00%) Data Quality
Vendors
1 1 (20.00%) Capita