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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Reference Data
Rank 78 - 106
Rank change year-on-year
- 0
Permanent jobs citing Reference Data 11 0 2
As % of all permanent IT jobs located in Glasgow 1.06% - 0.15%
As % of the Miscellaneous category 2.94% - 0.40%
Number of salaries quoted 0 0 2
Median salary - - £47,500
UK excluding London median salary £37,500 £45,000 £48,000
% change year-on-year
-16.66% -6.25%
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
374 552 502
As % of all permanent IT jobs located in Glasgow 36.21% 41.91% 38.09%
Number of salaries quoted 175 346 321
Median salary £40,000 £45,000 £42,500
Median salary % change year-on-year
-11.11% +5.88%
90% offered a salary of more than £27,750 £30,000 £30,000
10% offered a salary of more than £55,000 £62,500 £62,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 30 September 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 18 (90.00%) Finance
2 9 (45.00%) Java
2 9 (45.00%) Oracle
2 9 (45.00%) OO
3 8 (40.00%) Foreign Exchange (FX)
3 8 (40.00%) Python
3 8 (40.00%) Fixed Income
3 8 (40.00%) Equities
3 8 (40.00%) Risk Management
3 8 (40.00%) Market Risk
3 8 (40.00%) OTC Derivatives
4 6 (30.00%) Agile Software Development
4 6 (30.00%) Unix
4 6 (30.00%) SQL
5 5 (25.00%) DataStage
5 5 (25.00%) Linux
5 5 (25.00%) Oracle Database
5 5 (25.00%) Analytical Skills
5 5 (25.00%) Data Quality
6 4 (20.00%) Kanban
6 4 (20.00%) Oracle Payables
6 4 (20.00%) Oracle Assets
6 4 (20.00%) User Experience
6 4 (20.00%) Anti-Money Laundering
6 4 (20.00%) Ab Initio
6 4 (20.00%) ITSM
6 4 (20.00%) General Ledger
6 4 (20.00%) Derivative
6 4 (20.00%) Benchmarking
6 4 (20.00%) ETL

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 (5.00%) SAS
Business Applications
1 4 (20.00%) Oracle Assets
1 4 (20.00%) Oracle Payables
Database & Business Intelligence
1 5 (25.00%) DataStage
1 5 (25.00%) Oracle Database
2 1 (5.00%) BusinessObjects
2 1 (5.00%) Data Warehouse
2 1 (5.00%) MarkLogic
2 1 (5.00%) NoSQL
2 1 (5.00%) Oracle BI EE
2 1 (5.00%) QlikView
2 1 (5.00%) RDBMS
2 1 (5.00%) Relational Database
Development Applications
1 1 (5.00%) Ant
1 1 (5.00%) Maven
General
1 18 (90.00%) Finance
2 4 (20.00%) General Ledger
3 1 (5.00%) Banking
3 1 (5.00%) Legal
Job Titles
1 9 (45.00%) Developer
2 8 (40.00%) Python Developer
3 4 (20.00%) Analyst
3 4 (20.00%) Applications Manager
3 4 (20.00%) Applications Support
3 4 (20.00%) Applications Support Manager
3 4 (20.00%) Database Analyst
3 4 (20.00%) Support Manager
4 1 (5.00%) Applications Developer
4 1 (5.00%) Architect
4 1 (5.00%) Consultant
4 1 (5.00%) Data Consultant
4 1 (5.00%) Information Architect
4 1 (5.00%) IT Manager
4 1 (5.00%) Java Applications Developer
4 1 (5.00%) Java Developer
4 1 (5.00%) Lead Developer
4 1 (5.00%) Lead Java Developer
4 1 (5.00%) Management Consultant
4 1 (5.00%) Systems Manager
Libraries, Frameworks & Software Standards
1 1 (5.00%) AngularJS
1 1 (5.00%) DOM
1 1 (5.00%) Ext JS
1 1 (5.00%) Hibernate
1 1 (5.00%) HTML
1 1 (5.00%) HTML5
1 1 (5.00%) iBATIS
1 1 (5.00%) J2EE
1 1 (5.00%) JAXB
1 1 (5.00%) SAX
1 1 (5.00%) Spring
1 1 (5.00%) XML
Miscellaneous
1 8 (40.00%) Equities
1 8 (40.00%) Fixed Income
1 8 (40.00%) Foreign Exchange (FX)
1 8 (40.00%) Market Risk
1 8 (40.00%) OTC Derivatives
2 5 (25.00%) Analytical Skills
3 4 (20.00%) Derivative
3 4 (20.00%) User Experience
4 1 (5.00%) Data Integration
4 1 (5.00%) e-Learning
4 1 (5.00%) Management Information System
4 1 (5.00%) Virtual Team
Operating Systems
1 6 (30.00%) Unix
2 5 (25.00%) Linux
3 4 (20.00%) Solaris
4 1 (5.00%) Windows
Processes & Methodologies
1 9 (45.00%) OO
2 8 (40.00%) Risk Management
3 6 (30.00%) Agile Software Development
4 4 (20.00%) Anti-Money Laundering
4 4 (20.00%) Benchmarking
4 4 (20.00%) ETL
4 4 (20.00%) ITSM
4 4 (20.00%) Kanban
5 2 (10.00%) Business Intelligence
5 2 (10.00%) Data Management
6 1 (5.00%) Document Management
6 1 (5.00%) DRM
6 1 (5.00%) Enterprise Architecture
6 1 (5.00%) Master Data Management
6 1 (5.00%) People Management
6 1 (5.00%) Quality Management
6 1 (5.00%) Software Delivery
6 1 (5.00%) Software Engineering
6 1 (5.00%) TOGAF
6 1 (5.00%) Unit Testing
Programming Languages
1 9 (45.00%) Java
2 8 (40.00%) Python
3 6 (30.00%) SQL
4 4 (20.00%) Perl
5 1 (5.00%) PL/SQL
Quality Assurance & Compliance
1 5 (25.00%) Data Quality
2 1 (5.00%) PCI DSS
Vendors
1 9 (45.00%) Oracle
2 4 (20.00%) Ab Initio
2 4 (20.00%) Informatica
3 2 (10.00%) Cognos
4 1 (5.00%) IBM
4 1 (5.00%) MicroStrategy
4 1 (5.00%) SAP