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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Management
Scotland / Glasgow
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 73 84 83
Rank change year-on-year +11 -1  
Permanent jobs citing Data Management 28 31 24
As % of all permanent IT jobs advertised in Glasgow 2.35% 2.41% 1.89%
As % of the Processes & Methodologies category 2.54% 2.57% 2.10%
Number of salaries quoted 17 14 22
Median salary £57,500 £48,750 £46,750
Median salary % change year-on-year +17.94% +4.27%  
90% offered a salary of more than £42,000 £40,300 £36,000
10% offered a salary of more than £67,000 £67,150 £60,000
UK excluding London median salary £48,500 £45,000 £42,500
% change year-on-year +7.77% +5.88%  

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 1104 1208 1143
As % of all permanent IT job vacancies advertised in Glasgow 92.46% 94.01% 90.21%
Number of salaries quoted 708 628 724
Median salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 22 June 2017.

Salary histogram for Data Management in Glasgow

For the 6 months to 22 June 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 17 (50.00%) Data Warehouse
2 15 (44.12%) Master Data Management
3 13 (38.24%) Agile Software Development
3 13 (38.24%) Data Quality
4 11 (32.35%) Business Intelligence
5 10 (29.41%) Finance
6 9 (26.47%) ETL
6 9 (26.47%) Informatica
6 9 (26.47%) PowerCenter
6 9 (26.47%) Information Management
6 9 (26.47%) Microservices
7 8 (23.53%) Customer Engagement
7 8 (23.53%) MicroStrategy
7 8 (23.53%) BusinessObjects
7 8 (23.53%) SAS
7 8 (23.53%) SOA
7 8 (23.53%) Java
7 8 (23.53%) SQL
8 7 (20.59%) Data Modelling
8 7 (20.59%) Spring
9 6 (17.65%) Data Analysis
9 6 (17.65%) Netezza
9 6 (17.65%) Big Data
9 6 (17.65%) Tableau
9 6 (17.65%) Oracle
9 6 (17.65%) Teradata
10 5 (14.71%) XML
10 5 (14.71%) XML Schema
10 5 (14.71%) RDBMS
10 5 (14.71%) IBM

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 8 (23.53%) SAS
2 3 (8.82%) Tomcat
3 1 (2.94%) Apache Spark
Applications
1 2 (5.88%) Microsoft Project
2 1 (2.94%) Windchill
Business Applications
1 1 (2.94%) Teamcenter
Cloud Services
1 4 (11.76%) Amazon AWS
Database & Business Intelligence
1 17 (50.00%) Data Warehouse
2 9 (26.47%) PowerCenter
3 8 (23.53%) BusinessObjects
4 6 (17.65%) Big Data
5 5 (14.71%) NoSQL
5 5 (14.71%) RDBMS
5 5 (14.71%) Relational Database
6 3 (8.82%) SQL Server
7 2 (5.88%) Data Mining
7 2 (5.88%) Star Schema
8 1 (2.94%) Hadoop
Development Applications
1 3 (8.82%) Subversion
2 2 (5.88%) ERwin
2 2 (5.88%) MagicDraw
General
1 10 (29.41%) Finance
2 5 (14.71%) Banking
3 3 (8.82%) Investment Banking
4 1 (2.94%) Games
4 1 (2.94%) Manufacturing
Job Titles
1 12 (35.29%) Developer
2 8 (23.53%) Consultant
3 6 (17.65%) Data Consultant
3 6 (17.65%) Designer
3 6 (17.65%) ETL Consultant
3 6 (17.65%) ETL Developer
4 5 (14.71%) Analyst
5 4 (11.76%) Architect
5 4 (11.76%) Digital Designer
5 4 (11.76%) Tester
6 3 (8.82%) Agile Tester
6 3 (8.82%) Data Analyst
6 3 (8.82%) Informatica Developer
6 3 (8.82%) Performance Tester
6 3 (8.82%) Project Manager
6 3 (8.82%) Senior Analyst
7 2 (5.88%) Business Analyst
7 2 (5.88%) Information Architect
7 2 (5.88%) Senior Business Analyst
7 2 (5.88%) Senior Developer
Libraries, Frameworks & Software Standards
1 7 (20.59%) Spring
2 5 (14.71%) XML
2 5 (14.71%) XML Schema
3 4 (11.76%) J2EE
4 3 (8.82%) Apache CXF
4 3 (8.82%) Hibernate
4 3 (8.82%) JMS
4 3 (8.82%) SOAP
4 3 (8.82%) Web Services
5 1 (2.94%) Node.js
5 1 (2.94%) Swagger
Miscellaneous
1 5 (14.71%) Analytical Skills
2 3 (8.82%) Computer Science
2 3 (8.82%) Management Information System
3 2 (5.88%) Data Structures
3 2 (5.88%) Equities
3 2 (5.88%) Fixed Income
3 2 (5.88%) Reference Data
3 2 (5.88%) Taxonomies
4 1 (2.94%) SWIFT
Processes & Methodologies
1 15 (44.12%) Master Data Management
2 13 (38.24%) Agile Software Development
3 11 (32.35%) Business Intelligence
4 9 (26.47%) ETL
4 9 (26.47%) Information Management
4 9 (26.47%) Microservices
5 8 (23.53%) Customer Engagement
5 8 (23.53%) SOA
6 7 (20.59%) Data Modelling
7 6 (17.65%) Data Analysis
8 5 (14.71%) Data Architecture
8 5 (14.71%) Enterprise Architecture
8 5 (14.71%) Line Management
9 4 (11.76%) Event-Driven Architecture
9 4 (11.76%) High Availability
9 4 (11.76%) Logical Data Model
9 4 (11.76%) Metadata Management
9 4 (11.76%) Performance Testing
9 4 (11.76%) Test Automation
9 4 (11.76%) Test Strategy
Programming Languages
1 8 (23.53%) Java
1 8 (23.53%) SQL
2 4 (11.76%) Python
3 1 (2.94%) JavaScript
3 1 (2.94%) Scala
Qualifications
1 3 (8.82%) Degree
2 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 13 (38.24%) Data Quality
2 3 (8.82%) QA
3 2 (5.88%) ISO 20022
System Software
1 1 (2.94%) Docker
Vendors
1 9 (26.47%) Informatica
2 8 (23.53%) MicroStrategy
3 6 (17.65%) Netezza
3 6 (17.65%) Oracle
3 6 (17.65%) Tableau
3 6 (17.65%) Teradata
4 5 (14.71%) IBM
5 2 (5.88%) Cognos
5 2 (5.88%) Microsoft
6 1 (2.94%) AVEVA
Glasgow
Proactive Appointments
Salary: Competitive + Benefits
Posted: Yesterday