The table below looks at the statistics for Data Quality 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 Quality over the 3 months to 21 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
21 Feb 2017
Same period 2016 Same period 2015
Data Quality
Scotland / Glasgow
Rank 49 41 50
Rank change year-on-year
-8 +9
Contract jobs citing Data Quality 6 15 16
As % of all contract IT jobs located in Glasgow 1.06% 2.46% 2.02%
As % of the Quality Assurance & Compliance category 16.67% 24.59% 19.51%
Number of daily rates quoted 2 9 4
Median daily rate £270 £325 £431
Median daily rate % change year-on-year
-16.92% -24.54%
90% offered a daily rate of more than £226 £270 £430
10% offered a daily rate of more than £314 £480 £479
UK excluding London median daily rate £425 £425 £400
% change year-on-year
- +6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £17.43 £15.20 £25.00
% change year-on-year
+14.67% -39.20%

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

Quality Assurance & Compliance Category
Glasgow
Contract IT job ads with a match in the
Quality Assurance & Compliance category
36 61 82
As % of all contract IT jobs located in Glasgow 6.38% 10.00% 10.37%
Number of daily rates quoted 19 41 55
Median daily rate £325 £325 £421
Median daily rate % change year-on-year
- -22.84%
90% offered a daily rate of more than £170 £213 £217
10% offered a daily rate of more than £400 £450 £500
UK excluding London median daily rate £416 £400 £395
% change year-on-year
+4.00% +1.26%
Number of hourly rates quoted 0 0 3
Median hourly rate - - £15.77
UK excluding London median hourly rate £20.00 £44.00 £23.50
% change year-on-year
-54.54% +87.23%

Data Quality
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Glasgow

Data Quality
Daily Rate Trend in Glasgow

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

Data Quality Daily Rate Trend in Glasgow

Data Quality
Hourly Rate Trend in Glasgow

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

Data Quality Hourly Rate Trend in Glasgow

Data Quality
Top 30 Related IT Skills in Glasgow

For the 6 months to 21 February 2017, IT contractor jobs citing Data Quality 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 Quality.

1 6 (60.00%) SQL
1 6 (60.00%) Finance
1 6 (60.00%) Data Management
2 5 (50.00%) Analytical Skills
3 4 (40.00%) ETL
3 4 (40.00%) Master Data Management
3 4 (40.00%) Data Analysis
3 4 (40.00%) Agile Software Development
4 3 (30.00%) Data Cleansing
4 3 (30.00%) Data Modelling
4 3 (30.00%) GAP Analysis
5 2 (20.00%) Migration
5 2 (20.00%) MS Excel
5 2 (20.00%) Data Warehouse
5 2 (20.00%) ERP
5 2 (20.00%) Kanban
5 2 (20.00%) Data Migration
5 2 (20.00%) Waterfall
5 2 (20.00%) Confluence
5 2 (20.00%) Banking
5 2 (20.00%) Business Analysis
5 2 (20.00%) MS PowerPoint
5 2 (20.00%) Dynamics AX
5 2 (20.00%) JIRA
5 2 (20.00%) Change Management
6 1 (10.00%) Credit Risk
6 1 (10.00%) SQL Server Analysis Services
6 1 (10.00%) Dimensional Modelling
6 1 (10.00%) SQL Server Integration Services
6 1 (10.00%) Project Planning

Data Quality
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 (20.00%) Confluence
2 1 (10.00%) SAS
Applications
1 2 (20.00%) MS Excel
1 2 (20.00%) MS PowerPoint
2 1 (10.00%) MS Office
2 1 (10.00%) MS Project
2 1 (10.00%) MS Visio
Business Applications
1 2 (20.00%) Dynamics AX
2 1 (10.00%) Dynamics NAV
Database & Business Intelligence
1 2 (20.00%) Data Warehouse
2 1 (10.00%) BusinessObjects
2 1 (10.00%) SQL Server Analysis Services
2 1 (10.00%) SQL Server Integration Services
Development Applications
1 2 (20.00%) JIRA
2 1 (10.00%) Team Foundation Server
General
1 6 (60.00%) Finance
2 2 (20.00%) Banking
3 1 (10.00%) Front Office
3 1 (10.00%) Manufacturing
Job Titles
1 7 (70.00%) Analyst
2 5 (50.00%) Data Analyst
3 2 (20.00%) Business Analyst
3 2 (20.00%) ERP Analyst
4 1 (10.00%) Architect
4 1 (10.00%) Data Architect
4 1 (10.00%) Data Business Analyst
4 1 (10.00%) Data Engineer
4 1 (10.00%) Data Migration Analyst
4 1 (10.00%) Migration Analyst
4 1 (10.00%) Senior Analyst
4 1 (10.00%) Senior Business Analyst
4 1 (10.00%) Support Team Leader
4 1 (10.00%) Team Leader
4 1 (10.00%) Test Analyst
4 1 (10.00%) Test Data Analyst
Miscellaneous
1 5 (50.00%) Analytical Skills
2 1 (10.00%) Credit Risk
2 1 (10.00%) Driving Licence
Processes & Methodologies
1 6 (60.00%) Data Management
2 4 (40.00%) Agile Software Development
2 4 (40.00%) Data Analysis
2 4 (40.00%) ETL
2 4 (40.00%) Master Data Management
3 3 (30.00%) Data Cleansing
3 3 (30.00%) Data Modelling
3 3 (30.00%) GAP Analysis
4 2 (20.00%) Business Analysis
4 2 (20.00%) Change Management
4 2 (20.00%) Data Migration
4 2 (20.00%) ERP
4 2 (20.00%) Kanban
4 2 (20.00%) Migration
4 2 (20.00%) Waterfall
5 1 (10.00%) Business Intelligence
5 1 (10.00%) Configuration Management
5 1 (10.00%) Quality Management
5 1 (10.00%) Risk Assessment
5 1 (10.00%) Risk Management
Programming Languages
1 6 (60.00%) SQL
2 1 (10.00%) VB
Qualifications
1 1 (10.00%) Degree
Vendors
1 1 (10.00%) Cognos
1 1 (10.00%) Microsoft
1 1 (10.00%) MicroStrategy