The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 21 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
21 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Scotland / Glasgow
Rank 49 - 61
Rank change year-on-year
- 0
Contract jobs citing Data Cleansing 2 0 3
As % of all contract IT jobs located in Glasgow 0.41% - 0.41%
As % of the Processes & Methodologies category 0.48% - 0.50%
Number of daily rates quoted 1 0 0
Median daily rate £325 - -
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £10.00 £31.40
% change year-on-year
- -68.15%

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

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
419 515 602
As % of all contract IT jobs located in Glasgow 85.16% 76.75% 81.68%
Number of daily rates quoted 218 287 359
Median daily rate £350 £340 £375
Median daily rate % change year-on-year
+2.94% -9.33%
90% offered a daily rate of more than £249 £200 £273
10% offered a daily rate of more than £500 £475 £475
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 8 4 8
Median hourly rate £37.50 £33.71 £17.50
Median hourly rate % change year-on-year
+11.24% +92.62%
90% offered a hourly rate of more than £17.32 £16.50 £15.26
10% offered a hourly rate of more than £61.77 £49.41 £25.50
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

Data Cleansing
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow 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 Glasgow

Data Cleansing
Daily Rate Trend in Glasgow

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

Data Cleansing Daily Rate Trend in Glasgow

Data Cleansing
Hourly Rate Trend in Glasgow

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

Data Cleansing Hourly Rate Trend in Glasgow

Data Cleansing
Top 30 Related IT Skills in Glasgow

For the 6 months to 21 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 Glasgow 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 Glasgow 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