Period
to 21 November 2017

The table below looks at the prevalence of the term Reference Data in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reference Data over the 6 months to 21 November 2017 with a comparison to the same period over the previous 2 years.

Reference Data
Scotland > Glasgow
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 144 103 158
Rank change year-on-year -41 +55 0
Permanent jobs citing Reference Data 4 34 1
As % of all permanent IT jobs advertised in Glasgow 0.17% 1.58% 0.039%
As % of the Miscellaneous category 0.46% 3.89% 0.090%
Number of salaries quoted 4 3 0
Glasgow median annual salary £60,000 £50,000 -
Median salary % change year-on-year +20.00% - -
Scotland median annual salary £50,000 £50,000 £90,000
% change year-on-year - -44.44% +100.00%

Reference Data is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for generic IT skills.

All Generic IT Skills
Glasgow
Permanent vacancies with a requirement for generic IT skills 870 875 1106
As % of all permanent IT jobs advertised in Glasgow 37.58% 40.57% 43.00%
Number of salaries quoted 543 410 662
Glasgow median annual salary £45,000 £41,750 £42,000
Median salary % change year-on-year +7.78% -0.60% +5.00%
10th Percentile £31,875 £27,500 £28,750
90th Percentile £71,250 £58,750 £61,250
Scotland median annual salary £43,500 £43,000 £41,500
% change year-on-year +1.16% +3.61% +3.75%

Reference Data
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Reference Data 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 in Glasgow.

Salary trend for Reference Data in Glasgow

Reference Data
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Reference Data in Glasgow over the 6 months to 21 November 2017.

Salary histogram for Reference Data in Glasgow

For the 6 months to 21 November 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 4 (100.00%) Data Management
1 4 (100.00%) Data Quality
1 4 (100.00%) Reference Data Management
2 2 (50.00%) Conceptual Models
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Banking
2 2 (50.00%) Metadata Management
2 2 (50.00%) Analytical Skills
2 2 (50.00%) Logical Data Model
2 2 (50.00%) SDLC
2 2 (50.00%) ISO 20022
2 2 (50.00%) Scorecard
2 2 (50.00%) Data Analysis
2 2 (50.00%) MagicDraw
2 2 (50.00%) Microsoft PowerPoint
2 2 (50.00%) Taxonomies
2 2 (50.00%) QA
2 2 (50.00%) Data Migration
2 2 (50.00%) Data Integration
2 2 (50.00%) Data Architecture
2 2 (50.00%) SQL
2 2 (50.00%) Microsoft Project
2 2 (50.00%) Microsoft Office
2 2 (50.00%) XML
2 2 (50.00%) UML
2 2 (50.00%) Microsoft Excel
2 2 (50.00%) MS Visio
2 2 (50.00%) Data Modelling
2 2 (50.00%) Data Mining
2 2 (50.00%) XML Schema

Reference Data
Co-occurring 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:

Applications
1 2 (50.00%) Microsoft Excel
1 2 (50.00%) Microsoft Office
1 2 (50.00%) Microsoft PowerPoint
1 2 (50.00%) Microsoft Project
1 2 (50.00%) MS Visio
Database & Business Intelligence
1 2 (50.00%) Data Mining
1 2 (50.00%) Star Schema
Development Applications
1 2 (50.00%) ERwin
1 2 (50.00%) MagicDraw
General
1 2 (50.00%) Banking
1 2 (50.00%) Finance
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Information Architect
1 2 (50.00%) Lead Architect
2 1 (25.00%) Change Manager
2 1 (25.00%) QA Leader
Libraries, Frameworks & Software Standards
1 2 (50.00%) XML
1 2 (50.00%) XML Schema
Miscellaneous
1 2 (50.00%) Analytical Skills
1 2 (50.00%) Equities
1 2 (50.00%) Fixed Income
1 2 (50.00%) Taxonomies
Processes & Methodologies
1 4 (100.00%) Data Management
1 4 (100.00%) Reference Data Management
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Change Management
2 2 (50.00%) Conceptual Models
2 2 (50.00%) Data Analysis
2 2 (50.00%) Data Architecture
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Integration
2 2 (50.00%) Data Migration
2 2 (50.00%) Data Modelling
2 2 (50.00%) Logical Data Model
2 2 (50.00%) Metadata Management
2 2 (50.00%) Migration
2 2 (50.00%) Project Management
2 2 (50.00%) Quality Management
2 2 (50.00%) Scorecard
2 2 (50.00%) SDLC
2 2 (50.00%) UML
Programming Languages
1 2 (50.00%) SQL
Quality Assurance & Compliance
1 4 (100.00%) Data Quality
2 2 (50.00%) ISO 20022
2 2 (50.00%) QA
Vendors
1 2 (50.00%) IBM