Reference Data Jobs in Glasgow

Reference Data
Scotland > Glasgow

The table below looks at the prevalence of the term Reference Data in permanent job vacancies in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that cited Reference Data over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 115 121 109
Rank change year-on-year +6 -12 0
Permanent jobs citing Reference Data 126 8 18
As % of all permanent jobs advertised in Glasgow 3.31% 0.54% 1.10%
As % of the Miscellaneous category 5.63% 1.27% 2.45%
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £56,250 - -
Median annual salary (50th Percentile) £62,500 - -
75th Percentile £68,750 - -
90th Percentile - - -
Scotland median annual salary £62,500 £62,500 -

All Generic Skills
Glasgow

Reference Data falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in Glasgow.

Permanent vacancies with a requirement for generic IT skills 2,239 632 735
As % of all permanent jobs advertised in Glasgow 58.81% 42.30% 44.84%
Number of salaries quoted 306 207 269
10th Percentile £32,500 £36,043 £26,650
25th Percentile £40,000 £44,898 £35,000
Median annual salary (50th Percentile) £50,446 £58,816 £50,000
Median % change year-on-year -14.23% +17.63% -
75th Percentile £68,313 £70,000 £62,500
90th Percentile £82,500 £75,000 £72,500
Scotland median annual salary £52,500 £57,810 £55,000
% change year-on-year -9.19% +5.11% +10.00%

Reference Data
Job Vacancy Trend in Glasgow

Job postings citing Reference Data as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Reference Data in Glasgow

Reference Data
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Reference Data in Glasgow.

Salary trend for Reference Data in Glasgow

Reference Data
Co-occurring Skills and Capabilities in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (8.73%) CICS
2 5 (3.97%) Tomcat
2 5 (3.97%) WebSphere
3 1 (0.79%) Confluence
Applications
1 1 (0.79%) Microsoft Excel
1 1 (0.79%) Microsoft Office
Cloud Services
1 22 (17.46%) AWS
Communications & Networking
1 65 (51.59%) Kerberos
Database & Business Intelligence
1 65 (51.59%) Metadata
2 25 (19.84%) MongoDB
3 11 (8.73%) DB2
3 11 (8.73%) RDBMS
3 11 (8.73%) Relational Database
4 5 (3.97%) Pentaho
5 1 (0.79%) Data Warehouse
5 1 (0.79%) Electronic Patient Records
5 1 (0.79%) Tableau
Development Applications
1 70 (55.56%) Bitbucket
2 65 (51.59%) Artifactory
2 65 (51.59%) Git
2 65 (51.59%) Jenkins
3 11 (8.73%) ChangeMan
4 6 (4.76%) JIRA
General
1 126 (100.00%) Finance
2 125 (99.21%) Inclusion and Diversity
2 125 (99.21%) Law
3 119 (94.44%) Marketing
4 12 (9.52%) Legal
5 8 (6.35%) Analytical Skills
5 8 (6.35%) Banking
6 7 (5.56%) Investment Banking
6 7 (5.56%) Presentation Skills
6 7 (5.56%) Social Skills
Job Titles
1 117 (92.86%) Software Engineer
2 65 (51.59%) Lead
2 65 (51.59%) Lead Software Engineer
3 43 (34.13%) Senior
4 42 (33.33%) Senior Software Engineer
5 36 (28.57%) Full Stack Engineer
5 36 (28.57%) Full Stack Software Engineer
5 36 (28.57%) Java Engineer
5 36 (28.57%) Java Software Engineer
6 11 (8.73%) Mainframe Software Engineer
7 8 (6.35%) Analyst
7 8 (6.35%) Business Analyst
8 5 (3.97%) Applications Engineer
8 5 (3.97%) Applications Support
8 5 (3.97%) Applications Support Engineer
8 5 (3.97%) Software Support Engineer
8 5 (3.97%) Support Engineer
9 4 (3.17%) Onboarding Analyst
9 4 (3.17%) Technical Analyst
9 4 (3.17%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 76 (60.32%) RESTful
1 76 (60.32%) Web Services
2 65 (51.59%) JSON
2 65 (51.59%) JSON-LD
2 65 (51.59%) LDAP
2 65 (51.59%) OpenID
2 65 (51.59%) SAML
2 65 (51.59%) XML
3 36 (28.57%) AngularJS
4 16 (12.70%) Kafka
5 11 (8.73%) Hibernate
5 11 (8.73%) React
5 11 (8.73%) SOAP
5 11 (8.73%) Spring
5 11 (8.73%) Spring Boot
5 11 (8.73%) Vue
Miscellaneous
1 65 (51.59%) Enterprise Cloud
1 65 (51.59%) Management Information System
2 11 (8.73%) Algorithms
2 11 (8.73%) Cloud Native
2 11 (8.73%) Mainframe
2 11 (8.73%) VSAM
3 7 (5.56%) Credit Derivative
3 7 (5.56%) Derivative
3 7 (5.56%) Fixed Income
3 7 (5.56%) Foreign Exchange (FX)
3 7 (5.56%) Hedge funds
3 7 (5.56%) Interest Rate Derivative
3 7 (5.56%) Onboarding
Operating Systems
1 5 (3.97%) Linux
1 5 (3.97%) Unix
Processes & Methodologies
1 118 (93.65%) Software Engineering
2 112 (88.89%) Operational Stability
2 112 (88.89%) SDLC
3 101 (80.16%) Agile
4 76 (60.32%) CI/CD
5 66 (52.38%) Data Modelling
5 66 (52.38%) Data Transformation
5 66 (52.38%) Use Case
6 65 (51.59%) Architectural Design
6 65 (51.59%) Community of Practice
6 65 (51.59%) Continuous Delivery
6 65 (51.59%) Data Pipeline
6 65 (51.59%) Identity Access Management
6 65 (51.59%) Information Architecture
6 65 (51.59%) Ontologies
6 65 (51.59%) RDF
6 65 (51.59%) Roadmaps
6 65 (51.59%) Test Automation
7 36 (28.57%) Artificial Intelligence
7 36 (28.57%) Full Stack Development
Programming Languages
1 65 (51.59%) Go
1 65 (51.59%) Prolog
1 65 (51.59%) SPARQL
2 52 (41.27%) Java
3 42 (33.33%) SQL
4 30 (23.81%) Python
5 11 (8.73%) COBOL
5 11 (8.73%) JCL
6 5 (3.97%) Shell Script
Qualifications
1 1 (0.79%) Degree
Quality Assurance & Compliance
1 1 (0.79%) SLA
System Software
1 65 (51.59%) Active Directory
2 11 (8.73%) Docker
2 11 (8.73%) Time Sharing Option
Systems Management
1 11 (8.73%) Kubernetes
2 5 (3.97%) Grafana
2 5 (3.97%) ITRS Geneos
Vendors
1 59 (46.83%) Oracle
2 5 (3.97%) AppDynamics
2 5 (3.97%) CA
2 5 (3.97%) Splunk
2 5 (3.97%) Sybase