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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Reference Data
Scotland / Glasgow
Rank 75 95 99
Rank change year-on-year
+20 +4
Permanent jobs citing Reference Data 9 17 2
As % of all permanent IT jobs located in Glasgow 0.99% 1.26% 0.17%
As % of the Miscellaneous category 2.53% 3.23% 0.46%
Number of salaries quoted 0 1 2
Median salary - £75,000 £48,050
Median salary % change year-on-year
- +56.08%
UK excluding London median salary £63,500 £75,000 £40,250
% change year-on-year
-15.33% +86.33%

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
356 526 431
As % of all permanent IT jobs located in Glasgow 39.04% 39.02% 37.58%
Number of salaries quoted 238 260 294
Median salary £45,000 £41,000 £45,000
Median salary % change year-on-year
+9.75% -8.88%
90% offered a salary of more than £29,000 £30,000 £28,750
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £42,500 £42,500 £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 27 February 2017, 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 13 (52.00%) Java
2 12 (48.00%) Python
2 12 (48.00%) Finance
3 10 (40.00%) Analytical Skills
4 9 (36.00%) Relational Database
4 9 (36.00%) Market Risk
4 9 (36.00%) Risk Management
5 8 (32.00%) Back Office
5 8 (32.00%) Data Management
5 8 (32.00%) General Ledger
5 8 (32.00%) Cash Management
6 6 (24.00%) Agile Software Development
6 6 (24.00%) Banking
6 6 (24.00%) Unix
6 6 (24.00%) Data Warehouse
6 6 (24.00%) IBM
6 6 (24.00%) RDBMS
7 5 (20.00%) SQL
7 5 (20.00%) Data Integration
7 5 (20.00%) Data Architecture
7 5 (20.00%) Data Quality
7 5 (20.00%) Information Architecture
7 5 (20.00%) Reference Data Management
8 4 (16.00%) Continuous Improvement
8 4 (16.00%) ISO20022
8 4 (16.00%) Data Lineage
8 4 (16.00%) Data Lake
8 4 (16.00%) Multithreaded Programming
8 4 (16.00%) Metadata Management
8 4 (16.00%) GemFire

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 4 (16.00%) Cloud Foundry
1 4 (16.00%) GemFire
2 2 (8.00%) SAS
Applications
1 1 (4.00%) MS Excel
1 1 (4.00%) MS Visio
Cloud Services
1 4 (16.00%) Amazon AWS
Database & Business Intelligence
1 9 (36.00%) Relational Database
2 6 (24.00%) Data Warehouse
2 6 (24.00%) RDBMS
3 4 (16.00%) Data Lake
3 4 (16.00%) InterSystems Cache
3 4 (16.00%) OLAP
3 4 (16.00%) OLTP
3 4 (16.00%) Star Schema
4 3 (12.00%) MySQL
5 2 (8.00%) BusinessObjects
5 2 (8.00%) DataStage
5 2 (8.00%) Oracle BI EE
5 2 (8.00%) Oracle Database
Development Applications
1 4 (16.00%) ERwin
1 4 (16.00%) Git (software)
1 4 (16.00%) MagicDraw
1 4 (16.00%) Subversion
2 1 (4.00%) JIRA
General
1 12 (48.00%) Finance
2 8 (32.00%) Back Office
2 8 (32.00%) General Ledger
3 6 (24.00%) Banking
4 1 (4.00%) Legal
Job Titles
1 16 (64.00%) Developer
1 16 (64.00%) Lead Developer
2 12 (48.00%) Python Developer
3 5 (20.00%) Architect
3 5 (20.00%) Information Architect
4 4 (16.00%) Java Developer
4 4 (16.00%) Lead Java Developer
5 2 (8.00%) Analyst
5 2 (8.00%) Business Analyst
6 1 (4.00%) Business Intelligence Lead
6 1 (4.00%) Report Analyst
6 1 (4.00%) Senior Architect
6 1 (4.00%) Senior Information Architect
6 1 (4.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (16.00%) Hibernate
1 4 (16.00%) JMS
1 4 (16.00%) Protocol Buffers
1 4 (16.00%) Spring
1 4 (16.00%) XML
1 4 (16.00%) XML Schema
Miscellaneous
1 10 (40.00%) Analytical Skills
2 9 (36.00%) Market Risk
3 4 (16.00%) Taxonomies
4 1 (4.00%) Derivative
4 1 (4.00%) Management Information System
4 1 (4.00%) Swaptions
Operating Systems
1 6 (24.00%) Unix
Processes & Methodologies
1 9 (36.00%) Risk Management
2 8 (32.00%) Cash Management
2 8 (32.00%) Data Management
3 6 (24.00%) Agile Software Development
4 5 (20.00%) Data Architecture
4 5 (20.00%) Data Integration
4 5 (20.00%) Information Architecture
4 5 (20.00%) Reference Data Management
5 4 (16.00%) Continuous Improvement
5 4 (16.00%) Data Lineage
5 4 (16.00%) Data Migration
5 4 (16.00%) Logical Data Model
5 4 (16.00%) Metadata Management
5 4 (16.00%) Microservices
5 4 (16.00%) Migration
5 4 (16.00%) Multithreaded Programming
5 4 (16.00%) Multithreading
5 4 (16.00%) Ontologies
5 4 (16.00%) Open Source
5 4 (16.00%) Physical Data Model
Programming Languages
1 13 (52.00%) Java
2 12 (48.00%) Python
3 5 (20.00%) SQL
4 4 (16.00%) Shell Script
5 3 (12.00%) PL/SQL
6 1 (4.00%) C
Qualifications
1 4 (16.00%) Degree
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
2 4 (16.00%) ISO20022
3 1 (4.00%) EMIR
3 1 (4.00%) MiFID
3 1 (4.00%) PCI DSS
3 1 (4.00%) UCITS
Vendors
1 6 (24.00%) IBM
2 4 (16.00%) Google
3 3 (12.00%) Cognos
4 2 (8.00%) MicroStrategy
4 2 (8.00%) Oracle
4 2 (8.00%) SAP
5 1 (4.00%) Charles River
Glasgow, Lanarkshire
Empiric.com
Salary: From £45,000 to £75,000 per annum
Posted: 5 days ago