Period
to 22 September 2018

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 6 months to 22 September 2018 with a comparison to the same period in the previous 2 years.

Data Management
Scotland > Glasgow
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 122 113 105
Rank change year-on-year -9 -8 0
Permanent jobs citing Data Management 32 36 44
As % of all permanent IT jobs advertised in Glasgow 1.43% 1.55% 1.87%
As % of the Processes & Methodologies category 1.51% 1.67% 1.98%
Number of salaries quoted 32 25 28
Glasgow median annual salary £62,074 £54,000 £60,000
Median salary % change year-on-year +14.95% -10.00% +26.32%
Scotland median annual salary £55,000 £45,000 £52,500
% change year-on-year +22.22% -14.29% +10.53%

Data Management is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,118 2,151 2,217
As % of all permanent IT jobs advertised in Glasgow 94.60% 92.72% 94.18%
Number of salaries quoted 1,589 1,354 1,164
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £31,250 £31,250 £27,500
90th Percentile £66,250 £68,750 £61,025
Scotland median annual salary £45,500 £44,000 £44,500
% change year-on-year +3.41% -1.12% +4.71%

Data Management
Job Vacancy Trend in Glasgow

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

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 6 months to 22 September 2018.

Salary histogram for Data Management in Glasgow

For the 6 months to 22 September 2018, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Data Management.

1 16 (50.00%) Finance
2 12 (37.50%) Stakeholder Management
2 12 (37.50%) Agile Software Development
3 10 (31.25%) Java
4 9 (28.13%) SQL
4 9 (28.13%) Microservices
5 8 (25.00%) Docker
5 8 (25.00%) Node.js
5 8 (25.00%) Data Analysis
5 8 (25.00%) JavaScript
5 8 (25.00%) UML
5 8 (25.00%) Swagger
5 8 (25.00%) Domain Models
5 8 (25.00%) Sequence Diagram
6 7 (21.88%) Greenfield Project
6 7 (21.88%) Analytics
7 6 (18.75%) Business Intelligence
8 5 (15.63%) Data Warehouse
8 5 (15.63%) Oracle
8 5 (15.63%) Tableau
8 5 (15.63%) Data Visualisation
8 5 (15.63%) Visualisation
9 4 (12.50%) QlikView
9 4 (12.50%) Data Protection
9 4 (12.50%) Technical Architecture
9 4 (12.50%) Data Governance
9 4 (12.50%) Data Quality
9 4 (12.50%) C
9 4 (12.50%) Python
9 4 (12.50%) Data Mining

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 3 (9.38%) SAS
2 1 (3.13%) Apache Solr
2 1 (3.13%) Apache Spark
Applications
1 2 (6.25%) Microsoft Excel
Cloud Services
1 3 (9.38%) Microsoft Azure
2 2 (6.25%) Amazon AWS
3 1 (3.13%) AWS Lambda
3 1 (3.13%) Google Cloud Platform
3 1 (3.13%) Serverless
Communications & Networking
1 1 (3.13%) SMS
Database & Business Intelligence
1 5 (15.63%) Data Warehouse
2 4 (12.50%) Data Mining
2 4 (12.50%) Power BI
2 4 (12.50%) QlikView
3 3 (9.38%) Big Data
3 3 (9.38%) MySQL
4 2 (6.25%) Azure SQL Data Warehouse
4 2 (6.25%) BusinessObjects
4 2 (6.25%) Enterprise Data Warehouse
4 2 (6.25%) Oracle Database
5 1 (3.13%) Apache Hive
5 1 (3.13%) DataStage
5 1 (3.13%) HBase
5 1 (3.13%) Impala
5 1 (3.13%) NoSQL
5 1 (3.13%) Oracle Reports
5 1 (3.13%) SAP Data Services
5 1 (3.13%) SAS Data Integration Studio
5 1 (3.13%) SQL Server
5 1 (3.13%) SQL Server Analysis Services
Development Applications
1 2 (6.25%) Oracle Forms
2 1 (3.13%) ERwin
General
1 16 (50.00%) Finance
2 2 (6.25%) Banking
2 2 (6.25%) Investment Banking
2 2 (6.25%) Law
2 2 (6.25%) Retail
3 1 (3.13%) Advertising
3 1 (3.13%) Financial Institution
3 1 (3.13%) Manufacturing
Job Titles
1 8 (25.00%) Designer
1 8 (25.00%) Solutions Designer
2 5 (15.63%) Analyst
2 5 (15.63%) Architect
2 5 (15.63%) Data Analyst
2 5 (15.63%) Data Architect
3 2 (6.25%) Consultant
3 2 (6.25%) Data Manager
3 2 (6.25%) Developer
3 2 (6.25%) Head of Analytics
3 2 (6.25%) Head of Data Analytics
3 2 (6.25%) SAS Consultant
3 2 (6.25%) Senior Analyst
4 1 (3.13%) Big Data Engineer
4 1 (3.13%) Data Engineer
4 1 (3.13%) Data Quality Manager
4 1 (3.13%) Migration Analyst
4 1 (3.13%) Performance Test Engineer
4 1 (3.13%) SAP Analyst
4 1 (3.13%) SAP Data Migration Analyst
Libraries, Frameworks & Software Standards
1 8 (25.00%) Node.js
1 8 (25.00%) Swagger
Miscellaneous
1 7 (21.88%) Greenfield Project
2 3 (9.38%) Analytical Skills
3 1 (3.13%) Enterprise Software
3 1 (3.13%) Management Information System
3 1 (3.13%) Reference Data
3 1 (3.13%) Taxonomies
Operating Systems
1 1 (3.13%) Unix
Processes & Methodologies
1 12 (37.50%) Agile Software Development
1 12 (37.50%) Stakeholder Management
2 9 (28.13%) Microservices
3 8 (25.00%) Data Analysis
3 8 (25.00%) Domain Models
3 8 (25.00%) Sequence Diagram
3 8 (25.00%) UML
4 7 (21.88%) Analytics
5 6 (18.75%) Business Intelligence
6 5 (15.63%) Data Visualisation
6 5 (15.63%) Visualisation
7 4 (12.50%) Data Governance
7 4 (12.50%) Data Protection
7 4 (12.50%) SFIA
7 4 (12.50%) Technical Architecture
8 3 (9.38%) Data Modelling
8 3 (9.38%) Data Security
8 3 (9.38%) Master Data Management
9 2 (6.25%) Migration
9 2 (6.25%) Risk Management
Programming Languages
1 10 (31.25%) Java
2 9 (28.13%) SQL
3 8 (25.00%) JavaScript
4 4 (12.50%) C
4 4 (12.50%) Python
5 3 (9.38%) T-SQL
6 2 (6.25%) PL/SQL
6 2 (6.25%) SOQL
6 2 (6.25%) VBA
7 1 (3.13%) PHP
7 1 (3.13%) R
7 1 (3.13%) Scala
7 1 (3.13%) Shell Script
Qualifications
1 2 (6.25%) Degree
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
2 2 (6.25%) QA
3 1 (3.13%) GDPR
3 1 (3.13%) ISO/IEC 27001
3 1 (3.13%) PCI DSS
System Software
1 8 (25.00%) Docker
2 1 (3.13%) HDFS
Vendors
1 5 (15.63%) Oracle
1 5 (15.63%) Tableau
2 3 (9.38%) Microsoft
2 3 (9.38%) SAP
3 2 (6.25%) Salesforce.com
3 2 (6.25%) Teradata
4 1 (3.13%) Cloudera
4 1 (3.13%) IBM
4 1 (3.13%) Informatica