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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Management
Rank 59 84 99
Rank change year-on-year
+25 +15
Permanent jobs citing Data Management 41 24 19
As % of all permanent IT jobs located in Glasgow 3.50% 1.90% 1.34%
As % of the Processes & Methodologies category 3.83% 2.07% 1.47%
Number of salaries quoted 19 21 15
Median salary £52,500 £47,500 £47,500
Median salary % change year-on-year
+10.52% -
90% offered a salary of more than £27,700 £40,500 £30,400
10% offered a salary of more than £60,000 £62,500 £54,600
UK excluding London median salary £46,045 £45,000 £47,500
% change year-on-year
+2.32% -5.26%
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
1070 1159 1289
As % of all permanent IT jobs located in Glasgow 91.45% 91.55% 90.84%
Number of salaries quoted 537 736 785
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £34,500 £30,000
10% offered a salary of more than £60,000 £57,500 £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 25 August 2016.

Data Management Salary Histogram in Glasgow

Data Management
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 August 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 51 (77.27%) Finance
2 40 (60.61%) SQL
3 38 (57.58%) Analytical Skills
4 36 (54.55%) Business Intelligence
5 33 (50.00%) Banking
6 31 (46.97%) Agile Software Development
7 25 (37.88%) Python
8 23 (34.85%) Data Analysis
9 22 (33.33%) Java
10 21 (31.82%) Data Warehouse
10 21 (31.82%) Regression Testing
10 21 (31.82%) JIRA
10 21 (31.82%) Git (software)
10 21 (31.82%) Big Data
11 20 (30.30%) Scrum
11 20 (30.30%) Oracle
12 19 (28.79%) Master Data Management
13 17 (25.76%) Hadoop
14 15 (22.73%) Tableau
14 15 (22.73%) SDLC
15 14 (21.21%) Apache Spark
15 14 (21.21%) Visualisation
15 14 (21.21%) Data Quality
15 14 (21.21%) Workflow
16 13 (19.70%) Retail
17 12 (18.18%) HTML
17 12 (18.18%) Unix
17 12 (18.18%) OO
17 12 (18.18%) Subversion
17 12 (18.18%) Spotfire

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 14 (21.21%) Apache Spark
2 7 (10.61%) SAS
3 3 (4.55%) WordPress
4 1 (1.52%) Apache Pig
4 1 (1.52%) IIS
Applications
1 3 (4.55%) Adobe Illustrator
1 3 (4.55%) InDesign
1 3 (4.55%) Photoshop
2 1 (1.52%) MS Office
Communications & Networking
1 1 (1.52%) LAN
1 1 (1.52%) WAN
Database & Business Intelligence
1 21 (31.82%) Big Data
1 21 (31.82%) Data Warehouse
2 17 (25.76%) Hadoop
3 12 (18.18%) Impala
3 12 (18.18%) Spotfire
3 12 (18.18%) Sqoop
4 9 (13.64%) DataStage
5 7 (10.61%) BusinessObjects
6 5 (7.58%) Enterprise Data Warehouse
6 5 (7.58%) IBM InfoSphere
6 5 (7.58%) Oracle BI EE
6 5 (7.58%) PowerCenter
7 3 (4.55%) Oracle Database
7 3 (4.55%) RDBMS
7 3 (4.55%) Relational Database
8 2 (3.03%) Data Mining
8 2 (3.03%) Star Schema
9 1 (1.52%) GIS
9 1 (1.52%) MySQL
9 1 (1.52%) SQL Server
Development Applications
1 21 (31.82%) Git (software)
1 21 (31.82%) JIRA
2 12 (18.18%) Jenkins
2 12 (18.18%) Subversion
3 9 (13.64%) Cucumber
3 9 (13.64%) Selenium
4 3 (4.55%) TestComplete
General
1 51 (77.27%) Finance
2 33 (50.00%) Banking
3 13 (19.70%) Retail
4 8 (12.12%) Retail Banking
5 7 (10.61%) Private Banking
6 5 (7.58%) Marketing
7 3 (4.55%) Advertising
7 3 (4.55%) Telecoms
8 1 (1.52%) Law
Job Titles
1 17 (25.76%) Developer
2 16 (24.24%) Big Data Developer
3 13 (19.70%) Analyst
4 12 (18.18%) Business Analyst
5 10 (15.15%) Senior Analyst
5 10 (15.15%) Senior Business Analyst
5 10 (15.15%) Technical Analyst
5 10 (15.15%) Technical Business Analyst
6 9 (13.64%) Automation Tester
6 9 (13.64%) Tester
7 8 (12.12%) Senior Technical Analyst
7 8 (12.12%) Senior Technical Business Analyst
8 7 (10.61%) Consultant
8 7 (10.61%) Data Consultant
8 7 (10.61%) Product Manager
9 5 (7.58%) Data Manager
9 5 (7.58%) Data Quality Manager
9 5 (7.58%) ETL Consultant
9 5 (7.58%) ETL Developer
9 5 (7.58%) Quality Manager
Libraries, Frameworks & Software Standards
1 12 (18.18%) D3.js
1 12 (18.18%) HTML
1 12 (18.18%) HTML5
2 5 (7.58%) Node.js
3 2 (3.03%) Web Services
4 1 (1.52%) XML
Miscellaneous
1 38 (57.58%) Analytical Skills
2 14 (21.21%) Visualisation
3 12 (18.18%) Market Risk
4 11 (16.67%) Data Integration
5 9 (13.64%) Derivative
6 5 (7.58%) Management Information System
7 4 (6.06%) Virtual Team
8 3 (4.55%) Blog
8 3 (4.55%) Copywriting
8 3 (4.55%) Social Media
9 2 (3.03%) Data Centre
9 2 (3.03%) SCADA
10 1 (1.52%) Computer Science
10 1 (1.52%) Reference Data
Operating Systems
1 12 (18.18%) Unix
2 10 (15.15%) Linux
Processes & Methodologies
1 36 (54.55%) Business Intelligence
2 31 (46.97%) Agile Software Development
3 23 (34.85%) Data Analysis
4 21 (31.82%) Regression Testing
5 20 (30.30%) Scrum
6 19 (28.79%) Master Data Management
7 15 (22.73%) SDLC
8 14 (21.21%) Workflow
9 12 (18.18%) Continuous Integration
9 12 (18.18%) Data Visualisation
9 12 (18.18%) OO
9 12 (18.18%) Trend Analysis
10 11 (16.67%) Data Modelling
10 11 (16.67%) Time Management
11 9 (13.64%) Asset Management
11 9 (13.64%) Automation Testing
11 9 (13.64%) Data Governance
11 9 (13.64%) Information Management
11 9 (13.64%) Migration
12 8 (12.12%) Metadata Management
Programming Languages
1 40 (60.61%) SQL
2 25 (37.88%) Python
3 22 (33.33%) Java
4 12 (18.18%) Scala
5 8 (12.12%) Shell Script
6 3 (4.55%) PL/SQL
7 1 (1.52%) Bash Shell
7 1 (1.52%) Perl
7 1 (1.52%) R
7 1 (1.52%) T-SQL
7 1 (1.52%) XPath
Qualifications
1 7 (10.61%) Degree
2 5 (7.58%) CCA
3 1 (1.52%) ISEB
3 1 (1.52%) ITIL Certification
Quality Assurance & Compliance
1 14 (21.21%) Data Quality
2 11 (16.67%) QA
3 1 (1.52%) PCI DSS
System Software
1 1 (1.52%) Apache Flume
Systems Management
1 12 (18.18%) Oozie
1 12 (18.18%) Rundeck
2 1 (1.52%) MOM
Vendors
1 20 (30.30%) Oracle
2 15 (22.73%) Tableau
3 11 (16.67%) MicroStrategy
4 9 (13.64%) IBM
5 7 (10.61%) Cognos
5 7 (10.61%) Informatica
6 5 (7.58%) Netezza
6 5 (7.58%) SAP
7 4 (6.06%) HP
8 3 (4.55%) Adobe
8 3 (4.55%) Facebook
8 3 (4.55%) Hootsuite
8 3 (4.55%) Pardot
8 3 (4.55%) Salesforce.com
8 3 (4.55%) Twitter
9 2 (3.03%) Sun
10 1 (1.52%) Teradata