The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Management
Scotland / Glasgow
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 85 78 70
Rank change year-on-year -7 -8  
Permanent jobs citing Data Management 7 32 31
As % of all permanent IT jobs advertised in Glasgow 0.73% 2.45% 2.68%
As % of the Processes & Methodologies category 0.80% 2.67% 2.95%
Number of salaries quoted 4 18 25
Median salary £58,750 £47,500 £42,500
Median salary % change year-on-year +23.68% +11.76%  
90% offered a salary of more than £45,250 £45,550 £36,000
10% offered a salary of more than £60,000 £55,000 £61,500
UK excluding London median salary £45,000 £45,000 £45,500
% change year-on-year - -1.09%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 873 1200 1052
As % of all permanent IT job vacancies advertised in Glasgow 91.61% 91.74% 90.92%
Number of salaries quoted 496 743 695
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,000 £32,910
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Management
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Management as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in Glasgow

Data Management
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management in Glasgow.

Salary trend for Data Management in Glasgow

Data Management
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Management in Glasgow over the 3 months to 30 March 2017.

Salary histogram for Data Management in Glasgow

For the 6 months to 30 March 2017, IT jobs citing Data Management 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 Data Management.

1 13 (56.52%) Data Warehouse
2 11 (47.83%) Finance
3 10 (43.48%) Analytical Skills
4 8 (34.78%) Banking
4 8 (34.78%) Data Modelling
4 8 (34.78%) Oracle
5 7 (30.43%) SQL
5 7 (30.43%) Business Intelligence
5 7 (30.43%) Agile Software Development
5 7 (30.43%) Reference Data
5 7 (30.43%) Data Integration
5 7 (30.43%) Master Data Management
6 6 (26.09%) Metadata Management
6 6 (26.09%) Logical Data Model
6 6 (26.09%) Data Quality
6 6 (26.09%) Data Architecture
6 6 (26.09%) IBM
6 6 (26.09%) SAS
6 6 (26.09%) MicroStrategy
6 6 (26.09%) BusinessObjects
7 5 (21.74%) XML
7 5 (21.74%) Unix
7 5 (21.74%) Ontologies
7 5 (21.74%) Information Architecture
7 5 (21.74%) Oracle Database
7 5 (21.74%) Data Lineage
7 5 (21.74%) Reference Data Management
8 4 (17.39%) Conceptual Models
8 4 (17.39%) Data Lake
8 4 (17.39%) Software Delivery

Data Management
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:

Application Platforms
1 6 (26.09%) SAS
2 1 (4.35%) CMS
2 1 (4.35%) SharePoint
2 1 (4.35%) Umbraco
Applications
1 1 (4.35%) MS Excel
1 1 (4.35%) MS Office
1 1 (4.35%) MS Project
1 1 (4.35%) Windchill
Business Applications
1 1 (4.35%) Dynamics CRM
1 1 (4.35%) Teamcenter
Cloud Services
1 1 (4.35%) Office 365
Communications & Networking
1 2 (8.70%) Internet
Database & Business Intelligence
1 13 (56.52%) Data Warehouse
2 6 (26.09%) BusinessObjects
3 5 (21.74%) Oracle Database
4 4 (17.39%) Big Data
4 4 (17.39%) Data Lake
4 4 (17.39%) OLAP
4 4 (17.39%) OLTP
4 4 (17.39%) Star Schema
5 3 (13.04%) RDBMS
5 3 (13.04%) Relational Database
6 2 (8.70%) DataStage
6 2 (8.70%) NoSQL
6 2 (8.70%) Oracle BI EE
7 1 (4.35%) SQL Server
7 1 (4.35%) SQL Server Integration Services
7 1 (4.35%) SQL Server Reporting Services
Development Applications
1 4 (17.39%) ERwin
1 4 (17.39%) MagicDraw
2 1 (4.35%) JIRA
2 1 (4.35%) SQL Server Management Studio (SSMS)
2 1 (4.35%) Subversion
2 1 (4.35%) Visual Studio
General
1 11 (47.83%) Finance
2 8 (34.78%) Banking
3 4 (17.39%) Back Office
3 4 (17.39%) General Ledger
4 1 (4.35%) Legal
4 1 (4.35%) Manufacturing
4 1 (4.35%) Retail
Job Titles
1 5 (21.74%) Analyst
2 4 (17.39%) Architect
2 4 (17.39%) Information Architect
3 3 (13.04%) Business Analyst
3 3 (13.04%) DBA
3 3 (13.04%) Developer
3 3 (13.04%) Oracle DBA
3 3 (13.04%) Senior Analyst
4 2 (8.70%) Business Intelligence Consultant
4 2 (8.70%) Business Intelligence Developer
4 2 (8.70%) Cloud Consultant
4 2 (8.70%) Cloud Developer
4 2 (8.70%) Consultant
4 2 (8.70%) Data Analyst
4 2 (8.70%) Data Business Analyst
4 2 (8.70%) Designer
4 2 (8.70%) Salesforce Consultant
4 2 (8.70%) Salesforce Developer
4 2 (8.70%) Senior Business Analyst
5 1 (4.35%) Digital Designer
Libraries, Frameworks & Software Standards
1 5 (21.74%) XML
2 4 (17.39%) XML Schema
3 1 (4.35%) ASP.NET Web Forms
3 1 (4.35%) CSS
3 1 (4.35%) Entity Framework
3 1 (4.35%) HTML
3 1 (4.35%) J2EE
3 1 (4.35%) Spring
3 1 (4.35%) WCF
3 1 (4.35%) Web Services
Miscellaneous
1 10 (43.48%) Analytical Skills
2 7 (30.43%) Reference Data
3 4 (17.39%) Taxonomies
4 2 (8.70%) Enterprise Software
4 2 (8.70%) Management Information System
4 2 (8.70%) Smartphone
4 2 (8.70%) Social Media
5 1 (4.35%) Data Structures
5 1 (4.35%) Derivative
5 1 (4.35%) Mobile App
5 1 (4.35%) Swaptions
5 1 (4.35%) SWIFT
Operating Systems
1 5 (21.74%) Unix
Processes & Methodologies
1 8 (34.78%) Data Modelling
2 7 (30.43%) Agile Software Development
2 7 (30.43%) Business Intelligence
2 7 (30.43%) Data Integration
2 7 (30.43%) Master Data Management
3 6 (26.09%) Data Architecture
3 6 (26.09%) Logical Data Model
3 6 (26.09%) Metadata Management
4 5 (21.74%) Data Lineage
4 5 (21.74%) Information Architecture
4 5 (21.74%) Ontologies
4 5 (21.74%) Reference Data Management
5 4 (17.39%) Cash Management
5 4 (17.39%) Conceptual Models
5 4 (17.39%) Data Analysis
5 4 (17.39%) Data Migration
5 4 (17.39%) Migration
5 4 (17.39%) Physical Data Model
5 4 (17.39%) Software Delivery
5 4 (17.39%) Waterfall
Programming Languages
1 7 (30.43%) SQL
2 3 (13.04%) Shell Script
3 2 (8.70%) Java
3 2 (8.70%) PL/SQL
4 1 (4.35%) C
4 1 (4.35%) C#
4 1 (4.35%) JavaScript
4 1 (4.35%) T-SQL
Qualifications
1 4 (17.39%) Degree
2 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
2 4 (17.39%) ISO20022
3 1 (4.35%) EMIR
3 1 (4.35%) MiFID
3 1 (4.35%) UCITS
Vendors
1 8 (34.78%) Oracle
2 6 (26.09%) IBM
2 6 (26.09%) MicroStrategy
3 4 (17.39%) Cognos
4 2 (8.70%) Informatica
4 2 (8.70%) Microsoft
4 2 (8.70%) Netezza
4 2 (8.70%) Salesforce.com
4 2 (8.70%) SAP
4 2 (8.70%) Tableau
4 2 (8.70%) Teradata
5 1 (4.35%) AVEVA
5 1 (4.35%) Charles River
5 1 (4.35%) Compuware