The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 71 65 77
Rank change year-on-year
-6 +12
Permanent jobs citing Data Analysis 36 38 37
As % of all permanent IT jobs located in Glasgow 2.82% 3.16% 2.64%
As % of the Processes & Methodologies category 3.05% 3.48% 2.91%
Number of salaries quoted 11 18 15
Median salary £60,000 £42,500 £42,500
Median salary % change year-on-year
+41.17% -
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
Data Analysis
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
1179 1092 1272
As % of all permanent IT jobs located in Glasgow 92.25% 90.77% 90.73%
Number of salaries quoted 594 700 798
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £30,000 £34,050 £30,000
10% offered a salary of more than £60,000 £59,500 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Glasgow

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

Data Analysis Jobs Demand Trend in Glasgow

Data Analysis
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the Glasgow region.

Data Analysis Salary Trend in Glasgow

Data Analysis
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Analysis across the Glasgow region over the 3 months to 31 July 2016.

Data Analysis Salary Histogram in Glasgow

Data Analysis
Top 30 Related IT Skills in Glasgow

For the 6 months to 31 July 2016, IT jobs citing Data Analysis 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 Analysis.

1 50 (73.53%) SQL
2 40 (58.82%) Finance
3 37 (54.41%) Agile Software Development
4 32 (47.06%) Oracle
5 27 (39.71%) Analytical Skills
5 27 (39.71%) SDLC
6 26 (38.24%) Business Intelligence
7 24 (35.29%) Java
8 23 (33.82%) Scrum
9 19 (27.94%) Data Management
10 18 (26.47%) OO
11 17 (25.00%) Tableau
12 15 (22.06%) JIRA
12 15 (22.06%) Banking
13 13 (19.12%) Data Modelling
14 12 (17.65%) Python
14 12 (17.65%) HTML
14 12 (17.65%) Risk Management
14 12 (17.65%) Subversion
14 12 (17.65%) Waterfall
14 12 (17.65%) Git (software)
14 12 (17.65%) Scala
14 12 (17.65%) Hadoop
14 12 (17.65%) Apache Spark
14 12 (17.65%) Big Data
15 11 (16.18%) Sqoop
15 11 (16.18%) Jenkins
15 11 (16.18%) D3.js
15 11 (16.18%) Oozie
15 11 (16.18%) Rundeck

Data Analysis
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 12 (17.65%) Apache Spark
2 6 (8.82%) SAS
3 5 (7.35%) Tomcat
4 4 (5.88%) Confluence
Applications
1 3 (4.41%) MS Excel
2 1 (1.47%) MS Office
2 1 (1.47%) MS PowerPoint
Business Applications
1 6 (8.82%) Endur
1 6 (8.82%) OpenLink RightAngle
Communications & Networking
1 1 (1.47%) Internet
Database & Business Intelligence
1 12 (17.65%) Big Data
1 12 (17.65%) Hadoop
2 11 (16.18%) Impala
2 11 (16.18%) Spotfire
2 11 (16.18%) SQL Server
2 11 (16.18%) Sqoop
3 9 (13.24%) Data Warehouse
4 8 (11.76%) BusinessObjects
4 8 (11.76%) Data Mining
5 6 (8.82%) BODI
5 6 (8.82%) DataStage
5 6 (8.82%) Oracle Database
5 6 (8.82%) Oracle Database 10g
5 6 (8.82%) Oracle Database 11g
5 6 (8.82%) Oracle ODI
5 6 (8.82%) PowerCenter
6 2 (2.94%) Enterprise Data Warehouse
7 1 (1.47%) MongoDB
7 1 (1.47%) PostgreSQL
Development Applications
1 15 (22.06%) JIRA
2 12 (17.65%) Git (software)
2 12 (17.65%) Subversion
3 11 (16.18%) Jenkins
4 1 (1.47%) Eclipse
4 1 (1.47%) RubyMine
General
1 40 (58.82%) Finance
2 15 (22.06%) Banking
3 5 (7.35%) Retail
3 5 (7.35%) Retail Banking
4 2 (2.94%) Manufacturing
5 1 (1.47%) Financial Institution
Job Titles
1 34 (50.00%) Analyst
2 20 (29.41%) Technical Analyst
3 17 (25.00%) Business Analyst
3 17 (25.00%) Developer
4 14 (20.59%) Technical Business Analyst
5 12 (17.65%) Consultant
6 11 (16.18%) Big Data Developer
7 8 (11.76%) SQL Analyst
8 7 (10.29%) Data Analyst
9 6 (8.82%) Business Consultant
9 6 (8.82%) Business Intelligence Consultant
9 6 (8.82%) Endur Consultant
9 6 (8.82%) OpenLink Consultant
9 6 (8.82%) Risk Analyst
9 6 (8.82%) Senior Analyst
9 6 (8.82%) Senior Business Analyst
10 5 (7.35%) Java Developer
10 5 (7.35%) Lead Developer
10 5 (7.35%) Senior Technical Analyst
10 5 (7.35%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 12 (17.65%) HTML
2 11 (16.18%) D3.js
2 11 (16.18%) HTML5
3 5 (7.35%) Hibernate
3 5 (7.35%) Spring
3 5 (7.35%) XML
4 2 (2.94%) REST
5 1 (1.47%) CSS
5 1 (1.47%) Ruby on Rails
5 1 (1.47%) SOAP
5 1 (1.47%) Web Services
Miscellaneous
1 27 (39.71%) Analytical Skills
2 11 (16.18%) Market Risk
2 11 (16.18%) Visualisation
3 9 (13.24%) Computer Science
4 6 (8.82%) Derivative
5 4 (5.88%) Virtual Team
6 3 (4.41%) Management Information System
7 2 (2.94%) Data Centre
Operating Systems
1 9 (13.24%) Unix
2 1 (1.47%) Linux
Processes & Methodologies
1 37 (54.41%) Agile Software Development
2 27 (39.71%) SDLC
3 26 (38.24%) Business Intelligence
4 23 (33.82%) Scrum
5 19 (27.94%) Data Management
6 18 (26.47%) OO
7 13 (19.12%) Data Modelling
8 12 (17.65%) Risk Management
8 12 (17.65%) Waterfall
9 11 (16.18%) Asset Management
9 11 (16.18%) Continuous Integration
9 11 (16.18%) Data Visualisation
9 11 (16.18%) Regression Testing
9 11 (16.18%) Trend Analysis
9 11 (16.18%) User Acceptance Testing
9 11 (16.18%) Workflow
10 9 (13.24%) Dimensional Modelling
10 9 (13.24%) UML
11 8 (11.76%) Stakeholder Management
12 6 (8.82%) OOD
Programming Languages
1 50 (73.53%) SQL
2 24 (35.29%) Java
3 12 (17.65%) Python
3 12 (17.65%) Scala
4 1 (1.47%) JavaScript
4 1 (1.47%) Ruby
Qualifications
1 11 (16.18%) Degree
2 4 (5.88%) CISA
2 4 (5.88%) CISM
2 4 (5.88%) CISSP
2 4 (5.88%) CRISC
Quality Assurance & Compliance
1 11 (16.18%) QA
2 3 (4.41%) Data Quality
3 2 (2.94%) COBIT
4 1 (1.47%) ISO/IEC 27001
Systems Management
1 11 (16.18%) Oozie
1 11 (16.18%) Rundeck
2 1 (1.47%) RSA Archer
Vendors
1 32 (47.06%) Oracle
2 17 (25.00%) Tableau
3 7 (10.29%) Cognos
4 6 (8.82%) Informatica
4 6 (8.82%) OpenLink
4 6 (8.82%) Sybase
4 6 (8.82%) Teradata
4 6 (8.82%) Triple Point
5 4 (5.88%) Microsoft
6 2 (2.94%) MicroStrategy
6 2 (2.94%) SAP