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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 65 70 91
Rank change year-on-year
+5 +21
Permanent jobs citing Data Management 42 31 24
As % of all permanent IT jobs located in Glasgow 3.26% 2.59% 1.68%
As % of the Processes & Methodologies category 3.54% 2.85% 1.86%
Number of salaries quoted 19 27 19
Median salary £52,500 £47,500 £45,000
Median salary % change year-on-year
+10.52% +5.55%
90% offered a salary of more than £32,750 £37,800 £27,000
10% offered a salary of more than £61,700 £64,100 £54,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
1188 1087 1292
As % of all permanent IT jobs located in Glasgow 92.31% 90.81% 90.54%
Number of salaries quoted 599 691 819
Median salary £45,000 £43,750 £40,000
Median salary % change year-on-year
+2.85% +9.37%
90% offered a salary of more than £30,103 £34,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 July 2016.

Data Management Salary Histogram in Glasgow

Data Management
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 July 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 48 (73.85%) Finance
2 36 (55.38%) SQL
3 35 (53.85%) Business Intelligence
3 35 (53.85%) Analytical Skills
4 34 (52.31%) Agile Software Development
5 33 (50.77%) Banking
6 25 (38.46%) Python
7 23 (35.38%) Data Warehouse
8 22 (33.85%) Java
9 21 (32.31%) Regression Testing
9 21 (32.31%) Scrum
9 21 (32.31%) JIRA
9 21 (32.31%) Git (software)
10 20 (30.77%) Big Data
11 19 (29.23%) Data Analysis
12 18 (27.69%) Oracle
12 18 (27.69%) Master Data Management
13 16 (24.62%) Hadoop
13 16 (24.62%) Visualisation
14 15 (23.08%) Data Quality
15 14 (21.54%) SDLC
16 13 (20.00%) Apache Spark
16 13 (20.00%) Tableau
16 13 (20.00%) Unix
16 13 (20.00%) Workflow
17 12 (18.46%) QA
17 12 (18.46%) Time Management
18 11 (16.92%) Continuous Integration
18 11 (16.92%) Market Risk
18 11 (16.92%) HTML5

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 13 (20.00%) Apache Spark
2 6 (9.23%) SAS
3 2 (3.08%) WordPress
4 1 (1.54%) Apache Pig
4 1 (1.54%) IIS
Applications
1 2 (3.08%) Adobe Illustrator
1 2 (3.08%) InDesign
1 2 (3.08%) Photoshop
2 1 (1.54%) MS Office
Communications & Networking
1 1 (1.54%) LAN
1 1 (1.54%) WAN
Database & Business Intelligence
1 23 (35.38%) Data Warehouse
2 20 (30.77%) Big Data
3 16 (24.62%) Hadoop
4 11 (16.92%) Impala
4 11 (16.92%) Spotfire
4 11 (16.92%) Sqoop
5 9 (13.85%) BusinessObjects
5 9 (13.85%) DataStage
6 5 (7.69%) Enterprise Data Warehouse
6 5 (7.69%) IBM InfoSphere
6 5 (7.69%) Oracle BI EE
7 4 (6.15%) Data Mining
7 4 (6.15%) PowerCenter
7 4 (6.15%) SQL Server Reporting Services
8 3 (4.62%) Oracle Database
8 3 (4.62%) QlikView
8 3 (4.62%) RDBMS
8 3 (4.62%) Relational Database
8 3 (4.62%) SQL Server Analysis Services
8 3 (4.62%) SQL Server Integration Services
Development Applications
1 21 (32.31%) Git (software)
1 21 (32.31%) JIRA
2 11 (16.92%) Jenkins
2 11 (16.92%) Subversion
3 10 (15.38%) Cucumber
3 10 (15.38%) Selenium
4 4 (6.15%) TestComplete
5 3 (4.62%) Talend Open Studio
General
1 48 (73.85%) Finance
2 33 (50.77%) Banking
3 10 (15.38%) Retail
4 9 (13.85%) Private Banking
5 5 (7.69%) Retail Banking
6 4 (6.15%) Marketing
7 2 (3.08%) Advertising
7 2 (3.08%) Telecoms
8 1 (1.54%) Law
Job Titles
1 18 (27.69%) Developer
2 15 (23.08%) Big Data Developer
3 10 (15.38%) Analyst
3 10 (15.38%) Automation Tester
3 10 (15.38%) Tester
4 9 (13.85%) Business Analyst
4 9 (13.85%) Consultant
4 9 (13.85%) Product Manager
5 7 (10.77%) Senior Analyst
5 7 (10.77%) Senior Business Analyst
5 7 (10.77%) Technical Analyst
5 7 (10.77%) Technical Business Analyst
6 6 (9.23%) Data Consultant
7 5 (7.69%) Data Quality Manager
7 5 (7.69%) Functional Tester
7 5 (7.69%) Product Owner
7 5 (7.69%) QA Automation Tester
7 5 (7.69%) QA Tester
7 5 (7.69%) Quality Manager
7 5 (7.69%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 11 (16.92%) D3.js
1 11 (16.92%) HTML
1 11 (16.92%) HTML5
2 5 (7.69%) Node.js
3 2 (3.08%) Web Services
4 1 (1.54%) XML
Miscellaneous
1 35 (53.85%) Analytical Skills
2 16 (24.62%) Visualisation
3 11 (16.92%) Market Risk
4 10 (15.38%) Derivative
5 9 (13.85%) Data Integration
6 5 (7.69%) Management Information System
6 5 (7.69%) Virtual Team
7 2 (3.08%) Blog
7 2 (3.08%) Copywriting
7 2 (3.08%) Data Centre
7 2 (3.08%) Social Media
8 1 (1.54%) Computer Science
8 1 (1.54%) Hybrid Cloud
8 1 (1.54%) Reference Data
8 1 (1.54%) SCADA
Operating Systems
1 13 (20.00%) Unix
2 11 (16.92%) Linux
Processes & Methodologies
1 35 (53.85%) Business Intelligence
2 34 (52.31%) Agile Software Development
3 21 (32.31%) Regression Testing
3 21 (32.31%) Scrum
4 19 (29.23%) Data Analysis
5 18 (27.69%) Master Data Management
6 14 (21.54%) SDLC
7 13 (20.00%) Workflow
8 12 (18.46%) Time Management
9 11 (16.92%) Continuous Integration
9 11 (16.92%) Data Modelling
9 11 (16.92%) Data Visualisation
9 11 (16.92%) Migration
9 11 (16.92%) OO
9 11 (16.92%) Trend Analysis
10 10 (15.38%) Asset Management
10 10 (15.38%) Automation Testing
11 9 (13.85%) ETL
11 9 (13.85%) Information Management
11 9 (13.85%) Wealth Management
Programming Languages
1 36 (55.38%) SQL
2 25 (38.46%) Python
3 22 (33.85%) Java
4 11 (16.92%) Scala
5 9 (13.85%) Shell Script
6 3 (4.62%) PL/SQL
7 1 (1.54%) Bash Shell
7 1 (1.54%) Perl
7 1 (1.54%) R
7 1 (1.54%) T-SQL
7 1 (1.54%) XPath
Qualifications
1 5 (7.69%) CCA
1 5 (7.69%) Degree
2 3 (4.62%) PRINCE2 Practitioner
2 3 (4.62%) Security Cleared
3 1 (1.54%) ISEB
Quality Assurance & Compliance
1 15 (23.08%) Data Quality
2 12 (18.46%) QA
System Software
1 1 (1.54%) Apache Flume
Systems Management
1 11 (16.92%) Oozie
1 11 (16.92%) Rundeck
2 1 (1.54%) MOM
Vendors
1 18 (27.69%) Oracle
2 13 (20.00%) Tableau
3 10 (15.38%) MicroStrategy
4 9 (13.85%) Cognos
5 8 (12.31%) IBM
6 6 (9.23%) Informatica
7 5 (7.69%) HP
7 5 (7.69%) SAP
8 4 (6.15%) Netezza
9 3 (4.62%) Talend
10 2 (3.08%) Adobe
10 2 (3.08%) Facebook
10 2 (3.08%) Hootsuite
10 2 (3.08%) Pardot
10 2 (3.08%) Salesforce.com
10 2 (3.08%) Twitter
11 1 (1.54%) Cisco
11 1 (1.54%) Microsoft
11 1 (1.54%) Sun