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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Reference Data
Rank 94 103 113
Rank change year-on-year
+9 +10
Permanent jobs citing Reference Data 14 2 1
As % of all permanent IT jobs located in Glasgow 1.10% 0.16% 0.072%
As % of the Miscellaneous category 2.43% 0.44% 0.19%
Number of salaries quoted 1 0 1
Median salary £50,000 - £60,000
UK excluding London median salary £45,000 £52,500 £70,000
% change year-on-year
-14.28% -25.00%
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
577 456 527
As % of all permanent IT jobs located in Glasgow 45.36% 37.10% 38.08%
Number of salaries quoted 220 295 353
Median salary £40,000 £42,500 £43,500
Median salary % change year-on-year
-5.88% -2.29%
90% offered a salary of more than £29,500 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
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 26 July 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 16 (94.12%) Finance
2 10 (58.82%) Java
3 9 (52.94%) Python
3 9 (52.94%) Equities
4 8 (47.06%) Fixed Income
4 8 (47.06%) Risk Management
4 8 (47.06%) Market Risk
4 8 (47.06%) Foreign Exchange (FX)
4 8 (47.06%) OO
4 8 (47.06%) OTC Derivatives
5 5 (29.41%) Oracle
6 4 (23.53%) SQL
6 4 (23.53%) Derivative
7 3 (17.65%) General Ledger
7 3 (17.65%) Agile Software Development
7 3 (17.65%) Unix
7 3 (17.65%) DataStage
7 3 (17.65%) Oracle Database
7 3 (17.65%) User Experience
7 3 (17.65%) Analytical Skills
8 2 (11.76%) Relational Database
8 2 (11.76%) Oracle Payables
8 2 (11.76%) Oracle Assets
8 2 (11.76%) Data Quality
8 2 (11.76%) Anti-Money Laundering
8 2 (11.76%) Benchmarking
8 2 (11.76%) Informatica
8 2 (11.76%) Solaris
8 2 (11.76%) Linux
8 2 (11.76%) Perl

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 (5.88%) SAS
Business Applications
1 2 (11.76%) Oracle Assets
1 2 (11.76%) Oracle Payables
Database & Business Intelligence
1 3 (17.65%) DataStage
1 3 (17.65%) Oracle Database
2 2 (11.76%) Relational Database
3 1 (5.88%) BusinessObjects
3 1 (5.88%) Data Warehouse
3 1 (5.88%) Oracle BI EE
3 1 (5.88%) QlikView
3 1 (5.88%) RDBMS
Development Applications
1 1 (5.88%) Cucumber
1 1 (5.88%) FitNesse
General
1 16 (94.12%) Finance
2 3 (17.65%) General Ledger
3 1 (5.88%) Back Office
3 1 (5.88%) Banking
Job Titles
1 9 (52.94%) Developer
2 8 (47.06%) Python Developer
3 2 (11.76%) Analyst
3 2 (11.76%) Applications Manager
3 2 (11.76%) Applications Support
3 2 (11.76%) Applications Support Manager
3 2 (11.76%) Architect
3 2 (11.76%) Data Architect
3 2 (11.76%) Database Analyst
3 2 (11.76%) Senior Architect
3 2 (11.76%) Senior Data Architect
3 2 (11.76%) Support Manager
4 1 (5.88%) Consultant
4 1 (5.88%) Data Consultant
4 1 (5.88%) IT Manager
4 1 (5.88%) Java Developer
4 1 (5.88%) Management Consultant
4 1 (5.88%) Master Data Consultant
4 1 (5.88%) Senior Solutions Architect
4 1 (5.88%) Systems Manager
Libraries, Frameworks & Software Standards
1 1 (5.88%) Spring
Miscellaneous
1 9 (52.94%) Equities
2 8 (47.06%) Fixed Income
2 8 (47.06%) Foreign Exchange (FX)
2 8 (47.06%) Market Risk
2 8 (47.06%) OTC Derivatives
3 4 (23.53%) Derivative
4 3 (17.65%) Analytical Skills
4 3 (17.65%) User Experience
5 1 (5.88%) Algorithms
5 1 (5.88%) e-Learning
5 1 (5.88%) Pricing Data
Operating Systems
1 3 (17.65%) Unix
2 2 (11.76%) Linux
2 2 (11.76%) Solaris
Processes & Methodologies
1 8 (47.06%) OO
1 8 (47.06%) Risk Management
2 3 (17.65%) Agile Software Development
3 2 (11.76%) Anti-Money Laundering
3 2 (11.76%) Benchmarking
3 2 (11.76%) ETL
3 2 (11.76%) ITSM
3 2 (11.76%) Kanban
4 1 (5.88%) Automation Testing
4 1 (5.88%) Business Intelligence
4 1 (5.88%) Change Control
4 1 (5.88%) Data Management
4 1 (5.88%) Document Management
4 1 (5.88%) DRM
4 1 (5.88%) Master Data Management
4 1 (5.88%) People Management
4 1 (5.88%) Quality Management
4 1 (5.88%) Software Delivery
4 1 (5.88%) Waterfall
4 1 (5.88%) Web Application Development
Programming Languages
1 10 (58.82%) Java
2 9 (52.94%) Python
3 4 (23.53%) SQL
4 2 (11.76%) Perl
5 1 (5.88%) PL/SQL
Qualifications
1 1 (5.88%) Sun Certification
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
Vendors
1 5 (29.41%) Oracle
2 2 (11.76%) Ab Initio
2 2 (11.76%) Informatica
3 1 (5.88%) Apple
3 1 (5.88%) Cognos
3 1 (5.88%) IBM
3 1 (5.88%) MicroStrategy
3 1 (5.88%) SAP
3 1 (5.88%) Sun
Glasgow, UK
JP Morgan Glasgow
Salary: Highly Competitive Benefits Package
Posted: 20 days ago
Glasgow, UK
JP Morgan Glasgow
Salary: Highly Competitive Benefits Package
Posted: 20 days ago