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 28 May 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
28 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 57 32 62
Rank change year-on-year
-25 +30
Contract jobs citing Data Quality 8 40 7
As % of all contract IT jobs located in Glasgow 1.23% 4.56% 0.99%
As % of the Quality Assurance & Compliance category 16.67% 48.78% 11.48%
Number of daily rates quoted 4 19 6
Median daily rate £313 £350 £363
Median daily rate % change year-on-year
-10.71% -3.44%
90% offered a daily rate of more than £283 £259 £258
10% offered a daily rate of more than £325 £400 £375
UK excluding London median daily rate £425 £400 £375
% change year-on-year
+6.25% +6.66%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.75 -
UK excluding London median hourly rate £13.50 £25.00 £13.61
% change year-on-year
-46.00% +83.75%
Data Quality
Scotland

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
48 82 61
As % of all contract IT jobs located in Glasgow 7.36% 9.34% 8.64%
Number of daily rates quoted 21 44 31
Median daily rate £315 £350 £375
Median daily rate % change year-on-year
-10.00% -6.66%
90% offered a daily rate of more than £111 £247 £172
10% offered a daily rate of more than £600 £500 £407
UK excluding London median daily rate £400 £375 £364
% change year-on-year
+6.66% +3.09%
Number of hourly rates quoted 0 3 4
Median hourly rate - £32.50 £17.00
Median hourly rate % change year-on-year
- +91.17%
UK excluding London median hourly rate £28.25 £22.75 £21.00
% change year-on-year
+24.17% +8.33%

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 28 May 2016, 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 15 (57.69%) Finance
2 12 (46.15%) Business Intelligence
3 10 (38.46%) Data Warehouse
3 10 (38.46%) Data Modelling
4 9 (34.62%) Migration
5 8 (30.77%) Stakeholder Management
6 7 (26.92%) SQL
7 6 (23.08%) Agile Software Development
7 6 (23.08%) Data Analysis
8 5 (19.23%) Oracle Database
8 5 (19.23%) Relational Database
8 5 (19.23%) Data Migration
8 5 (19.23%) Data Mapping
8 5 (19.23%) Waterfall
8 5 (19.23%) Kimball Methodology
8 5 (19.23%) Management Information System
8 5 (19.23%) RDBMS
8 5 (19.23%) Oracle
9 4 (15.38%) CRM
9 4 (15.38%) ISEB
9 4 (15.38%) Data Management
9 4 (15.38%) Degree
10 3 (11.54%) Data Privacy
10 3 (11.54%) Analytical Skills
10 3 (11.54%) People Management
10 3 (11.54%) Integration Testing
10 3 (11.54%) System Testing
10 3 (11.54%) Security Cleared
10 3 (11.54%) Analytics
10 3 (11.54%) Retail

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 1 (3.85%) SAS
Applications
1 2 (7.69%) MS Excel
1 2 (7.69%) MS Office
Business Applications
1 1 (3.85%) Cognos Business Intelligence
1 1 (3.85%) Dynamics CRM
Database & Business Intelligence
1 10 (38.46%) Data Warehouse
2 5 (19.23%) Oracle Database
2 5 (19.23%) RDBMS
2 5 (19.23%) Relational Database
3 2 (7.69%) SQL Server
3 2 (7.69%) Star Schema
4 1 (3.85%) Big Data
4 1 (3.85%) Business Intelligence Development Studio
4 1 (3.85%) BusinessObjects
4 1 (3.85%) DB2
4 1 (3.85%) IBM PureData
4 1 (3.85%) MongoDB
4 1 (3.85%) MS Access
4 1 (3.85%) Oracle Exadata
4 1 (3.85%) Oracle Reports
4 1 (3.85%) PostgreSQL
4 1 (3.85%) QlikView
4 1 (3.85%) SQL Server 2008
4 1 (3.85%) SQL Server Integration Services
Development Applications
1 2 (7.69%) Talend Open Studio
2 1 (3.85%) SQL Server Management Studio (SSMS)
General
1 15 (57.69%) Finance
2 3 (11.54%) Retail
3 2 (7.69%) Banking
4 1 (3.85%) Law
Job Titles
1 19 (73.08%) Analyst
2 13 (50.00%) Data Analyst
3 7 (26.92%) Business Analyst
4 6 (23.08%) Data Business Analyst
5 5 (19.23%) HR Analyst
6 4 (15.38%) Data Warehouse Analyst
6 4 (15.38%) Data Warehouse Business Analyst
6 4 (15.38%) Systems Analyst
7 3 (11.54%) Project Manager
7 3 (11.54%) Senior Analyst
8 2 (7.69%) Developer
8 2 (7.69%) HR Data Analyst
8 2 (7.69%) Information Analyst
8 2 (7.69%) Senior Information Analyst
9 1 (3.85%) Banking Analyst
9 1 (3.85%) Business Intelligence Analyst
9 1 (3.85%) Designer
9 1 (3.85%) ETL Designer
9 1 (3.85%) Principal Business Analyst
9 1 (3.85%) Talend Developer
Miscellaneous
1 5 (19.23%) Management Information System
2 3 (11.54%) Analytical Skills
3 2 (7.69%) Freedom of Information
4 1 (3.85%) Data Protection Act
4 1 (3.85%) Data Structures
4 1 (3.85%) Statistics
Processes & Methodologies
1 12 (46.15%) Business Intelligence
2 10 (38.46%) Data Modelling
3 9 (34.62%) Migration
4 8 (30.77%) Stakeholder Management
5 6 (23.08%) Agile Software Development
5 6 (23.08%) Data Analysis
6 5 (19.23%) Data Mapping
6 5 (19.23%) Data Migration
6 5 (19.23%) Kimball Methodology
6 5 (19.23%) Waterfall
7 4 (15.38%) CRM
7 4 (15.38%) Data Management
8 3 (11.54%) Analytics
8 3 (11.54%) Change Management
8 3 (11.54%) Data Privacy
8 3 (11.54%) ETL
8 3 (11.54%) Integration Testing
8 3 (11.54%) People Management
8 3 (11.54%) System Testing
9 2 (7.69%) Logical Data Model
Programming Languages
1 7 (26.92%) SQL
2 2 (7.69%) PL/SQL
3 1 (3.85%) T-SQL
3 1 (3.85%) VBA
Qualifications
1 4 (15.38%) Degree
1 4 (15.38%) ISEB
2 3 (11.54%) Security Cleared
3 1 (3.85%) SC Cleared
Quality Assurance & Compliance
1 2 (7.69%) Disclosure Scotland
2 1 (3.85%) QA
Vendors
1 5 (19.23%) Oracle
2 3 (11.54%) Cognizant
2 3 (11.54%) IBM
2 3 (11.54%) Microsoft
2 3 (11.54%) MicroStrategy
3 2 (7.69%) Cognos
3 2 (7.69%) SAP
3 2 (7.69%) Talend
3 2 (7.69%) Trillium
4 1 (3.85%) Netezza
4 1 (3.85%) Tableau
4 1 (3.85%) Twitter