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 3 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
3 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 50 55 55
Rank change year-on-year
+5 0
Contract jobs citing Data Quality 3 6 7
As % of all contract IT jobs located in Glasgow 0.58% 0.74% 0.95%
As % of the Quality Assurance & Compliance category 5.88% 6.45% 12.07%
Number of daily rates quoted 0 2 4
Median daily rate - £363 £313
Median daily rate % change year-on-year
- +16.00%
UK excluding London median daily rate £400 £400 £380
% change year-on-year
- +5.26%
Number of hourly rates quoted 1 0 0
Median hourly rate £38.00 - -
UK excluding London median hourly rate £13.00 £19.50 £18.00
% change year-on-year
-33.33% +8.33%
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
51 93 58
As % of all contract IT jobs located in Glasgow 9.92% 11.54% 7.91%
Number of daily rates quoted 28 61 31
Median daily rate £400 £340 £328
Median daily rate % change year-on-year
+17.64% +3.81%
90% offered a daily rate of more than £161 £195 £167
10% offered a daily rate of more than £456 £500 £565
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1 2 1
Median hourly rate £38.00 £18.50 £50.00
Median hourly rate % change year-on-year
+105.40% -63.00%
UK excluding London median hourly rate £22.50 £25.00 £22.50
% change year-on-year
-10.00% +11.11%

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 3 December 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 8 (80.00%) Finance
2 7 (70.00%) Data Modelling
3 6 (60.00%) Data Warehouse
4 5 (50.00%) SQL
4 5 (50.00%) Banking
5 4 (40.00%) ETL
6 3 (30.00%) Business Intelligence
6 3 (30.00%) Oracle
6 3 (30.00%) Data Analysis
6 3 (30.00%) Data Management
6 3 (30.00%) Data Governance
6 3 (30.00%) Analytical Skills
6 3 (30.00%) Oracle Database
7 2 (20.00%) ETL Development
7 2 (20.00%) Logical Data Model
7 2 (20.00%) Data Lake
7 2 (20.00%) Agile Software Development
7 2 (20.00%) Waterfall
7 2 (20.00%) Hadoop
7 2 (20.00%) Data Migration
7 2 (20.00%) Data Cleansing
7 2 (20.00%) Mainframe
7 2 (20.00%) Teradata
7 2 (20.00%) Programme Management
7 2 (20.00%) MS PowerPoint
7 2 (20.00%) MS Project
7 2 (20.00%) Unix
7 2 (20.00%) MS Excel
7 2 (20.00%) MS Visio
7 2 (20.00%) Manufacturing

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%) PowerExchange
2 1 (10.00%) SAS
Applications
1 2 (20.00%) MS Excel
1 2 (20.00%) MS PowerPoint
1 2 (20.00%) MS Project
1 2 (20.00%) MS Visio
Database & Business Intelligence
1 6 (60.00%) Data Warehouse
2 3 (30.00%) Oracle Database
3 2 (20.00%) Data Lake
3 2 (20.00%) Hadoop
3 2 (20.00%) PowerCenter
4 1 (10.00%) Big Data
4 1 (10.00%) BusinessObjects
4 1 (10.00%) DB2
4 1 (10.00%) IBM PureData
4 1 (10.00%) MongoDB
4 1 (10.00%) Oracle Exadata
4 1 (10.00%) Oracle Reports
4 1 (10.00%) PostgreSQL
4 1 (10.00%) PowerPivot
4 1 (10.00%) RDBMS
4 1 (10.00%) Relational Database
4 1 (10.00%) SQL Server
4 1 (10.00%) SQL Server Analysis Services
4 1 (10.00%) SQL Server Integration Services
Development Applications
1 2 (20.00%) ERwin
2 1 (10.00%) Talend Open Studio
2 1 (10.00%) Team Foundation Server
General
1 8 (80.00%) Finance
2 5 (50.00%) Banking
3 2 (20.00%) Manufacturing
4 1 (10.00%) Front Office
4 1 (10.00%) Retail
4 1 (10.00%) Retail Banking
Job Titles
1 2 (20.00%) Analyst
1 2 (20.00%) Architect
1 2 (20.00%) Consultant
1 2 (20.00%) Data Architect
1 2 (20.00%) Data Engineer
1 2 (20.00%) Informatica Consultant
2 1 (10.00%) Business Analyst
2 1 (10.00%) Data Analyst
2 1 (10.00%) Data Business Analyst
2 1 (10.00%) Designer
2 1 (10.00%) ETL Designer
2 1 (10.00%) Senior Analyst
2 1 (10.00%) Senior Business Analyst
2 1 (10.00%) Support Team Leader
2 1 (10.00%) Team Leader
Miscellaneous
1 3 (30.00%) Analytical Skills
2 2 (20.00%) Mainframe
3 1 (10.00%) Credit Risk
Operating Systems
1 2 (20.00%) Unix
Processes & Methodologies
1 7 (70.00%) Data Modelling
2 4 (40.00%) ETL
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Data Analysis
3 3 (30.00%) Data Governance
3 3 (30.00%) Data Management
4 2 (20.00%) Agile Software Development
4 2 (20.00%) Data Cleansing
4 2 (20.00%) Data Migration
4 2 (20.00%) ETL Development
4 2 (20.00%) Logical Data Model
4 2 (20.00%) Migration
4 2 (20.00%) Programme Management
4 2 (20.00%) Quality Management
4 2 (20.00%) Waterfall
5 1 (10.00%) Change Management
5 1 (10.00%) Configuration Management
5 1 (10.00%) Risk Management
5 1 (10.00%) Service Delivery
5 1 (10.00%) Workflow
Programming Languages
1 5 (50.00%) SQL
Qualifications
1 1 (10.00%) Degree
Vendors
1 3 (30.00%) Oracle
2 2 (20.00%) CA
2 2 (20.00%) Informatica
2 2 (20.00%) MicroStrategy
2 2 (20.00%) Teradata
3 1 (10.00%) Capita
3 1 (10.00%) Cognos
3 1 (10.00%) IBM
3 1 (10.00%) Netezza
3 1 (10.00%) Talend