The table below looks at the prevalence of the term Reference Data in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Reference Data over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Reference Data
Rank 83 107 115
Rank change year-on-year
+24 +8
Permanent jobs citing Reference Data 17 1 3
As % of all permanent IT jobs located in Glasgow 1.45% 0.079% 0.21%
As % of the Miscellaneous category 3.44% 0.20% 0.57%
Number of salaries quoted 1 0 3
Median salary £50,000 - £50,000
UK excluding London median salary £37,500 £45,000 £55,000
% change year-on-year
-16.66% -18.18%
Reference Data
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Glasgow region.

Miscellaneous Category
Glasgow
Permanent IT job ads with a match in the
Miscellaneous category
494 494 523
As % of all permanent IT jobs located in Glasgow 42.22% 39.02% 36.86%
Number of salaries quoted 199 311 346
Median salary £40,000 £43,000 £42,000
Median salary % change year-on-year
-6.97% +2.38%
90% offered a salary of more than £28,500 £30,000 £30,000
10% offered a salary of more than £60,000 £62,500 £62,650
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Reference Data
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Reference Data as a proportion of all IT jobs with a match in the Miscellaneous category.

Reference Data Jobs Demand Trend in Glasgow

Reference Data
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Reference Data across the Glasgow region.

Reference Data Salary Trend in Glasgow

Reference Data
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 August 2016, IT jobs citing Reference Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Reference Data.

1 20 (95.24%) Finance
2 10 (47.62%) Java
3 9 (42.86%) Oracle
3 9 (42.86%) OO
4 8 (38.10%) Risk Management
4 8 (38.10%) Fixed Income
4 8 (38.10%) Equities
4 8 (38.10%) Python
4 8 (38.10%) Foreign Exchange (FX)
4 8 (38.10%) Market Risk
4 8 (38.10%) OTC Derivatives
5 6 (28.57%) Unix
5 6 (28.57%) Agile Software Development
6 5 (23.81%) Linux
6 5 (23.81%) SQL
6 5 (23.81%) DataStage
6 5 (23.81%) Oracle Database
6 5 (23.81%) Analytical Skills
7 4 (19.05%) Oracle Payables
7 4 (19.05%) Oracle Assets
7 4 (19.05%) User Experience
7 4 (19.05%) Anti-Money Laundering
7 4 (19.05%) Data Quality
7 4 (19.05%) Derivative
7 4 (19.05%) Kanban
7 4 (19.05%) Benchmarking
7 4 (19.05%) Informatica
7 4 (19.05%) ETL
7 4 (19.05%) Perl
7 4 (19.05%) Solaris

Reference Data
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 (4.76%) SAS
Business Applications
1 4 (19.05%) Oracle Assets
1 4 (19.05%) Oracle Payables
Database & Business Intelligence
1 5 (23.81%) DataStage
1 5 (23.81%) Oracle Database
2 1 (4.76%) BusinessObjects
2 1 (4.76%) Data Warehouse
2 1 (4.76%) MarkLogic
2 1 (4.76%) NoSQL
2 1 (4.76%) Oracle BI EE
2 1 (4.76%) QlikView
2 1 (4.76%) RDBMS
2 1 (4.76%) Relational Database
Development Applications
1 1 (4.76%) Ant
1 1 (4.76%) Maven
General
1 20 (95.24%) Finance
2 4 (19.05%) General Ledger
3 1 (4.76%) Banking
3 1 (4.76%) Legal
Job Titles
1 9 (42.86%) Developer
2 8 (38.10%) Python Developer
3 4 (19.05%) Analyst
3 4 (19.05%) Applications Manager
3 4 (19.05%) Applications Support
3 4 (19.05%) Applications Support Manager
3 4 (19.05%) Database Analyst
3 4 (19.05%) Support Manager
4 2 (9.52%) Architect
4 2 (9.52%) Data Architect
4 2 (9.52%) Senior Architect
4 2 (9.52%) Senior Data Architect
5 1 (4.76%) Applications Developer
5 1 (4.76%) Enterprise Applications Architect
5 1 (4.76%) Enterprise Data Architect
5 1 (4.76%) HR Manager
5 1 (4.76%) Lead Developer
5 1 (4.76%) Master Data Consultant
5 1 (4.76%) Master Data Specialist
5 1 (4.76%) Systems Manager
Libraries, Frameworks & Software Standards
1 1 (4.76%) AngularJS
1 1 (4.76%) DOM
1 1 (4.76%) Ext JS
1 1 (4.76%) Hibernate
1 1 (4.76%) HTML
1 1 (4.76%) HTML5
1 1 (4.76%) iBATIS
1 1 (4.76%) J2EE
1 1 (4.76%) JAXB
1 1 (4.76%) SAX
1 1 (4.76%) Spring
1 1 (4.76%) XML
Miscellaneous
1 8 (38.10%) Equities
1 8 (38.10%) Fixed Income
1 8 (38.10%) Foreign Exchange (FX)
1 8 (38.10%) Market Risk
1 8 (38.10%) OTC Derivatives
2 5 (23.81%) Analytical Skills
3 4 (19.05%) Derivative
3 4 (19.05%) User Experience
4 1 (4.76%) e-Learning
4 1 (4.76%) Pricing Data
4 1 (4.76%) Virtual Team
Operating Systems
1 6 (28.57%) Unix
2 5 (23.81%) Linux
3 4 (19.05%) Solaris
4 1 (4.76%) Windows
Processes & Methodologies
1 9 (42.86%) OO
2 8 (38.10%) Risk Management
3 6 (28.57%) Agile Software Development
4 4 (19.05%) Anti-Money Laundering
4 4 (19.05%) Benchmarking
4 4 (19.05%) ETL
4 4 (19.05%) ITSM
4 4 (19.05%) Kanban
5 2 (9.52%) Document Management
6 1 (4.76%) Business Intelligence
6 1 (4.76%) Continuous Integration
6 1 (4.76%) Data Management
6 1 (4.76%) DRM
6 1 (4.76%) Enterprise Architecture
6 1 (4.76%) Master Data Management
6 1 (4.76%) People Management
6 1 (4.76%) Quality Management
6 1 (4.76%) Software Delivery
6 1 (4.76%) Software Engineering
6 1 (4.76%) Unit Testing
Programming Languages
1 10 (47.62%) Java
2 8 (38.10%) Python
3 5 (23.81%) SQL
4 4 (19.05%) Perl
5 1 (4.76%) PL/SQL
Quality Assurance & Compliance
1 4 (19.05%) Data Quality
Vendors
1 9 (42.86%) Oracle
2 4 (19.05%) Ab Initio
2 4 (19.05%) Informatica
3 1 (4.76%) Apple
3 1 (4.76%) Cognos
3 1 (4.76%) IBM
3 1 (4.76%) MicroStrategy
3 1 (4.76%) SAP
Glasgow, Lanarkshire
McGregor Boyall
Salary: DOE
Posted: Yesterday