The table below looks at the statistics for Data Management skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Management
Scotland / Glasgow
Rank 80 71 69
Rank change year-on-year
-9 -2
Permanent jobs citing Data Management 7 35 29
As % of all permanent IT jobs located in Glasgow 0.76% 2.58% 2.52%
As % of the Processes & Methodologies category 0.85% 2.83% 2.78%
Number of salaries quoted 3 28 16
Median salary £40,000 £47,500 £42,500
Median salary % change year-on-year
-15.78% +11.76%
90% offered a salary of more than £38,000 £47,500 £35,500
10% offered a salary of more than £56,000 £55,000 £75,000
UK excluding London median salary £47,500 £45,000 £46,000
% change year-on-year
+5.55% -2.17%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
826 1237 1045
As % of all permanent IT jobs located in Glasgow 90.08% 91.36% 90.95%
Number of salaries quoted 500 740 699
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend 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 across the Glasgow region.

Data Management Salary Trend in Glasgow

Data Management
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Management across the Glasgow region over the 3 months to 20 February 2017.

Data Management Salary Histogram in Glasgow

Data Management
Top 30 Related IT Skills in Glasgow

For the 6 months to 20 February 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 15 (50.00%) Data Warehouse
2 12 (40.00%) Data Integration
3 11 (36.67%) Analytical Skills
3 11 (36.67%) Finance
4 10 (33.33%) Agile Software Development
4 10 (33.33%) Data Modelling
4 10 (33.33%) Business Intelligence
4 10 (33.33%) Oracle
5 8 (26.67%) MicroStrategy
5 8 (26.67%) Reference Data
5 8 (26.67%) Data Architecture
5 8 (26.67%) Data Quality
5 8 (26.67%) Master Data Management
6 7 (23.33%) Data Lineage
6 7 (23.33%) Ontologies
6 7 (23.33%) Banking
6 7 (23.33%) BusinessObjects
6 7 (23.33%) SAS
7 6 (20.00%) SQL
7 6 (20.00%) IBM
7 6 (20.00%) Analytics
8 5 (16.67%) Metadata Management
8 5 (16.67%) Oracle Database
8 5 (16.67%) Big Data
8 5 (16.67%) Information Architecture
8 5 (16.67%) Logical Data Model
8 5 (16.67%) Reference Data Management
8 5 (16.67%) ETL
8 5 (16.67%) XML
8 5 (16.67%) Unix

Data Management
Top Related 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 7 (23.33%) SAS
2 3 (10.00%) SharePoint
3 1 (3.33%) CMS
3 1 (3.33%) Umbraco
Applications
1 1 (3.33%) MS Excel
1 1 (3.33%) MS Office
1 1 (3.33%) Windchill
Business Applications
1 1 (3.33%) Dynamics CRM
1 1 (3.33%) Teamcenter
Cloud Services
1 1 (3.33%) Office 365
Communications & Networking
1 3 (10.00%) Internet
Database & Business Intelligence
1 15 (50.00%) Data Warehouse
2 7 (23.33%) BusinessObjects
3 5 (16.67%) Big Data
3 5 (16.67%) Oracle Database
4 4 (13.33%) Data Lake
4 4 (13.33%) OLAP
4 4 (13.33%) OLTP
4 4 (13.33%) SQL Server
4 4 (13.33%) Star Schema
5 3 (10.00%) NoSQL
6 2 (6.67%) DataStage
6 2 (6.67%) Oracle BI EE
6 2 (6.67%) PowerCenter
6 2 (6.67%) RDBMS
6 2 (6.67%) Relational Database
6 2 (6.67%) SQL Server 2014
6 2 (6.67%) SQL Server Integration Services
6 2 (6.67%) SQL Server Reporting Services
7 1 (3.33%) SQL Server 2005
7 1 (3.33%) SQL Server Analysis Services
Development Applications
1 4 (13.33%) ERwin
1 4 (13.33%) MagicDraw
2 1 (3.33%) JIRA
2 1 (3.33%) SQL Server Management Studio (SSMS)
2 1 (3.33%) Subversion
2 1 (3.33%) Visual Studio
General
1 11 (36.67%) Finance
2 7 (23.33%) Banking
3 4 (13.33%) Back Office
3 4 (13.33%) General Ledger
4 2 (6.67%) Legal
5 1 (3.33%) Manufacturing
5 1 (3.33%) Retail
Job Titles
1 7 (23.33%) Developer
2 5 (16.67%) Architect
2 5 (16.67%) Information Architect
3 4 (13.33%) Consultant
4 3 (10.00%) Analyst
4 3 (10.00%) DBA
4 3 (10.00%) Designer
4 3 (10.00%) Oracle DBA
5 2 (6.67%) .NET Developer
5 2 (6.67%) .NET Software Developer
5 2 (6.67%) Business Intelligence Developer
5 2 (6.67%) Cloud Consultant
5 2 (6.67%) Cloud Developer
5 2 (6.67%) Data Consultant
5 2 (6.67%) Data Warehouse Consultant
5 2 (6.67%) Data Warehouse Developer
5 2 (6.67%) Digital Development Manager
5 2 (6.67%) Salesforce Consultant
5 2 (6.67%) Salesforce Developer
5 2 (6.67%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (16.67%) XML
2 4 (13.33%) XML Schema
3 3 (10.00%) HTML
4 2 (6.67%) .NET
4 2 (6.67%) ASP.NET
4 2 (6.67%) HTML5
5 1 (3.33%) ASP.NET Web Forms
5 1 (3.33%) CSS
5 1 (3.33%) Entity Framework
5 1 (3.33%) WCF
5 1 (3.33%) Web Services
Miscellaneous
1 11 (36.67%) Analytical Skills
2 8 (26.67%) Reference Data
3 4 (13.33%) Management Information System
3 4 (13.33%) Taxonomies
4 3 (10.00%) Data Structures
4 3 (10.00%) Enterprise Software
4 3 (10.00%) Smartphone
4 3 (10.00%) Social Media
5 1 (3.33%) Derivative
5 1 (3.33%) Mobile App
5 1 (3.33%) SCADA
5 1 (3.33%) Swaptions
5 1 (3.33%) Virtual Team
Operating Systems
1 5 (16.67%) Unix
Processes & Methodologies
1 12 (40.00%) Data Integration
2 10 (33.33%) Agile Software Development
2 10 (33.33%) Business Intelligence
2 10 (33.33%) Data Modelling
3 8 (26.67%) Data Architecture
3 8 (26.67%) Master Data Management
4 7 (23.33%) Data Lineage
4 7 (23.33%) Ontologies
5 6 (20.00%) Analytics
6 5 (16.67%) ETL
6 5 (16.67%) Information Architecture
6 5 (16.67%) Information Management
6 5 (16.67%) Logical Data Model
6 5 (16.67%) Metadata Management
6 5 (16.67%) Reference Data Management
7 4 (13.33%) Enterprise Architecture
7 4 (13.33%) Information Security
7 4 (13.33%) Migration
7 4 (13.33%) TOGAF
7 4 (13.33%) UML
Programming Languages
1 6 (20.00%) SQL
2 3 (10.00%) C#
2 3 (10.00%) Java
2 3 (10.00%) JavaScript
2 3 (10.00%) Shell Script
3 2 (6.67%) PL/SQL
4 1 (3.33%) C
4 1 (3.33%) T-SQL
Qualifications
1 5 (16.67%) Degree
2 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 8 (26.67%) Data Quality
2 4 (13.33%) ISO20022
3 1 (3.33%) EMIR
3 1 (3.33%) MiFID
3 1 (3.33%) PCI DSS
3 1 (3.33%) QA
3 1 (3.33%) UCITS
Vendors
1 10 (33.33%) Oracle
2 8 (26.67%) MicroStrategy
3 6 (20.00%) IBM
4 4 (13.33%) Cognos
4 4 (13.33%) Informatica
4 4 (13.33%) Microsoft
4 4 (13.33%) Netezza
4 4 (13.33%) Tableau
4 4 (13.33%) Teradata
5 2 (6.67%) Salesforce.com
5 2 (6.67%) SAP
6 1 (3.33%) AVEVA
6 1 (3.33%) Charles River
6 1 (3.33%) Compuware
6 1 (3.33%) Sun