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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 66 63 89
Rank change year-on-year
-3 +26
Permanent jobs citing Data Management 21 42 10
As % of all permanent IT jobs located in Glasgow 2.18% 3.23% 0.95%
As % of the Processes & Methodologies category 2.43% 3.60% 1.04%
Number of salaries quoted 12 23 2
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £37,500 £31,500 £34,000
10% offered a salary of more than £54,750 £47,500 £66,000
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
Data Management
Scotland

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
865 1167 962
As % of all permanent IT jobs located in Glasgow 89.64% 89.70% 91.27%
Number of salaries quoted 503 755 592
Median salary £43,500 £42,500 £42,500
Median salary % change year-on-year
+2.35% -
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £60,000 £70,000 £55,000
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 3 December 2016.

Data Management Salary Histogram in Glasgow

Data Management
Top 30 Related IT Skills in Glasgow

For the 6 months to 3 December 2016, 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 35 (59.32%) Finance
2 32 (54.24%) SQL
2 32 (54.24%) Business Intelligence
3 31 (52.54%) Analytical Skills
4 22 (37.29%) Oracle
4 22 (37.29%) Agile Software Development
5 20 (33.90%) Banking
5 20 (33.90%) Data Analysis
5 20 (33.90%) Data Warehouse
6 16 (27.12%) Big Data
6 16 (27.12%) Data Integration
7 15 (25.42%) Tableau
7 15 (25.42%) Python
8 14 (23.73%) Data Quality
9 13 (22.03%) Master Data Management
9 13 (22.03%) Visualisation
9 13 (22.03%) Java
10 12 (20.34%) HTML
10 12 (20.34%) Regression Testing
10 12 (20.34%) Git (software)
11 11 (18.64%) HTML5
11 11 (18.64%) Apache Spark
11 11 (18.64%) Data Modelling
12 10 (16.95%) MicroStrategy
12 10 (16.95%) Subversion
12 10 (16.95%) Hadoop
12 10 (16.95%) Degree
12 10 (16.95%) JIRA
13 9 (15.25%) Market Risk
13 9 (15.25%) Continuous Integration

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 11 (18.64%) Apache Spark
2 8 (13.56%) SAS
3 3 (5.08%) SharePoint
3 3 (5.08%) WordPress
4 1 (1.69%) CMS
4 1 (1.69%) Umbraco
Applications
1 3 (5.08%) Adobe Illustrator
1 3 (5.08%) InDesign
1 3 (5.08%) Photoshop
2 1 (1.69%) MS Excel
2 1 (1.69%) MS Office
Business Applications
1 1 (1.69%) Dynamics CRM
Cloud Services
1 1 (1.69%) Office 365
Communications & Networking
1 1 (1.69%) Internet
Database & Business Intelligence
1 20 (33.90%) Data Warehouse
2 16 (27.12%) Big Data
3 10 (16.95%) Hadoop
4 9 (15.25%) Impala
4 9 (15.25%) Spotfire
4 9 (15.25%) Sqoop
5 8 (13.56%) BusinessObjects
6 6 (10.17%) Oracle Database
7 5 (8.47%) Star Schema
8 4 (6.78%) Data Lake
8 4 (6.78%) DataStage
8 4 (6.78%) OLAP
8 4 (6.78%) OLTP
8 4 (6.78%) SQL Server
9 3 (5.08%) Enterprise Data Warehouse
9 3 (5.08%) NoSQL
9 3 (5.08%) Oracle BI EE
9 3 (5.08%) PowerCenter
9 3 (5.08%) RDBMS
9 3 (5.08%) Relational Database
Development Applications
1 12 (20.34%) Git (software)
2 10 (16.95%) JIRA
2 10 (16.95%) Subversion
3 9 (15.25%) Jenkins
4 4 (6.78%) ERwin
4 4 (6.78%) MagicDraw
5 3 (5.08%) Cucumber
5 3 (5.08%) Selenium
6 1 (1.69%) SQL Server Management Studio (SSMS)
6 1 (1.69%) Visual Studio
General
1 35 (59.32%) Finance
2 20 (33.90%) Banking
3 9 (15.25%) Retail
4 8 (13.56%) Retail Banking
5 4 (6.78%) Back Office
5 4 (6.78%) General Ledger
5 4 (6.78%) Marketing
6 3 (5.08%) Advertising
6 3 (5.08%) Telecoms
7 2 (3.39%) Legal
Job Titles
1 17 (28.81%) Developer
2 13 (22.03%) Analyst
3 12 (20.34%) Business Analyst
4 10 (16.95%) Big Data Developer
4 10 (16.95%) Technical Analyst
4 10 (16.95%) Technical Business Analyst
5 9 (15.25%) Senior Analyst
5 9 (15.25%) Senior Business Analyst
6 8 (13.56%) Senior Technical Analyst
6 8 (13.56%) Senior Technical Business Analyst
7 7 (11.86%) Consultant
8 6 (10.17%) Architect
8 6 (10.17%) Information Architect
9 5 (8.47%) Data Consultant
10 3 (5.08%) Automation Tester
10 3 (5.08%) Data Business Analyst
10 3 (5.08%) DBA
10 3 (5.08%) Oracle DBA
10 3 (5.08%) Technical Tester
10 3 (5.08%) Tester
Libraries, Frameworks & Software Standards
1 12 (20.34%) HTML
2 11 (18.64%) HTML5
3 9 (15.25%) D3.js
4 5 (8.47%) XML
5 4 (6.78%) XML Schema
6 3 (5.08%) Node.js
7 2 (3.39%) .NET
7 2 (3.39%) ASP.NET
8 1 (1.69%) ASP.NET Web Forms
8 1 (1.69%) CSS
8 1 (1.69%) Entity Framework
8 1 (1.69%) WCF
8 1 (1.69%) Web Services
Miscellaneous
1 31 (52.54%) Analytical Skills
2 16 (27.12%) Data Integration
3 13 (22.03%) Visualisation
4 9 (15.25%) Market Risk
4 9 (15.25%) Reference Data
5 6 (10.17%) Ontologies
6 4 (6.78%) Derivative
6 4 (6.78%) Social Media
6 4 (6.78%) Taxonomies
7 3 (5.08%) Blog
7 3 (5.08%) Copywriting
7 3 (5.08%) Management Information System
8 2 (3.39%) Data Centre
8 2 (3.39%) Data Structures
8 2 (3.39%) SCADA
8 2 (3.39%) Virtual Team
9 1 (1.69%) Computer Science
9 1 (1.69%) Enterprise Software
9 1 (1.69%) Mobile App
9 1 (1.69%) Swaptions
Operating Systems
1 9 (15.25%) Unix
2 3 (5.08%) Linux
Processes & Methodologies
1 32 (54.24%) Business Intelligence
2 22 (37.29%) Agile Software Development
3 20 (33.90%) Data Analysis
4 13 (22.03%) Master Data Management
5 12 (20.34%) Regression Testing
6 11 (18.64%) Data Modelling
7 9 (15.25%) Continuous Integration
7 9 (15.25%) Data Visualisation
7 9 (15.25%) OO
7 9 (15.25%) Scrum
7 9 (15.25%) SDLC
7 9 (15.25%) Trend Analysis
7 9 (15.25%) Workflow
8 8 (13.56%) Data Architecture
8 8 (13.56%) Information Management
8 8 (13.56%) Infrastructure Management
9 7 (11.86%) Data Governance
9 7 (11.86%) Logical Data Model
9 7 (11.86%) Metadata Management
9 7 (11.86%) Migration
Programming Languages
1 32 (54.24%) SQL
2 15 (25.42%) Python
3 13 (22.03%) Java
4 9 (15.25%) Scala
5 6 (10.17%) Shell Script
6 3 (5.08%) C#
6 3 (5.08%) JavaScript
6 3 (5.08%) PL/SQL
7 1 (1.69%) Bash Shell
7 1 (1.69%) C
7 1 (1.69%) Perl
7 1 (1.69%) T-SQL
Qualifications
1 10 (16.95%) Degree
2 1 (1.69%) ITIL Certification
Quality Assurance & Compliance
1 14 (23.73%) Data Quality
2 5 (8.47%) QA
3 4 (6.78%) ISO20022
4 2 (3.39%) PCI DSS
5 1 (1.69%) EMIR
5 1 (1.69%) MiFID
5 1 (1.69%) UCITS
Systems Management
1 9 (15.25%) Oozie
1 9 (15.25%) Rundeck
Vendors
1 22 (37.29%) Oracle
2 15 (25.42%) Tableau
3 10 (16.95%) MicroStrategy
4 9 (15.25%) IBM
5 6 (10.17%) Cognos
6 5 (8.47%) Informatica
6 5 (8.47%) Netezza
6 5 (8.47%) Salesforce.com
7 4 (6.78%) Microsoft
7 4 (6.78%) Teradata
8 3 (5.08%) Adobe
8 3 (5.08%) Facebook
8 3 (5.08%) Hootsuite
8 3 (5.08%) Pardot
8 3 (5.08%) SAP
8 3 (5.08%) Twitter
9 2 (3.39%) Sun
10 1 (1.69%) Charles River
10 1 (1.69%) Compuware