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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 63 76 74
Rank change year-on-year
+13 -2
Permanent jobs citing Data Analysis 31 32 36
As % of all permanent IT jobs located in Glasgow 3.00% 2.43% 2.76%
As % of the Processes & Methodologies category 3.28% 2.66% 3.04%
Number of salaries quoted 10 23 13
Median salary £60,000 £35,000 £42,500
Median salary % change year-on-year
+71.42% -17.64%
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
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
944 1203 1183
As % of all permanent IT jobs located in Glasgow 91.21% 91.34% 90.58%
Number of salaries quoted 498 773 689
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 £32,500 £30,000
10% offered a salary of more than £55,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 September 2016.

Data Analysis Salary Histogram in Glasgow

Data Analysis
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 September 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 44 (69.84%) Agile Software Development
2 40 (63.49%) SQL
3 36 (57.14%) Finance
3 36 (57.14%) SDLC
4 29 (46.03%) Analytical Skills
5 23 (36.51%) Business Intelligence
5 23 (36.51%) Data Management
6 22 (34.92%) Scrum
6 22 (34.92%) Java
7 21 (33.33%) Risk Management
8 20 (31.75%) Oracle
9 18 (28.57%) OO
9 18 (28.57%) Waterfall
10 16 (25.40%) JIRA
11 15 (23.81%) ETRM
11 15 (23.81%) Triple Point
11 15 (23.81%) OpenLink RightAngle
11 15 (23.81%) UML
11 15 (23.81%) OpenLink
11 15 (23.81%) Endur
12 14 (22.22%) Hadoop
12 14 (22.22%) Apache Spark
12 14 (22.22%) Big Data
13 13 (20.63%) Scala
13 13 (20.63%) Git (software)
13 13 (20.63%) Subversion
13 13 (20.63%) Banking
13 13 (20.63%) Python
14 12 (19.05%) HTML
14 12 (19.05%) Regression Testing

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 14 (22.22%) Apache Spark
2 4 (6.35%) Confluence
3 2 (3.17%) SAS
3 2 (3.17%) Tomcat
4 1 (1.59%) Apache
Applications
1 2 (3.17%) MS Excel
2 1 (1.59%) MS PowerPoint
Business Applications
1 15 (23.81%) Endur
1 15 (23.81%) OpenLink RightAngle
Communications & Networking
1 1 (1.59%) Internet
Database & Business Intelligence
1 14 (22.22%) Big Data
1 14 (22.22%) Hadoop
2 12 (19.05%) Impala
2 12 (19.05%) Spotfire
2 12 (19.05%) Sqoop
3 8 (12.70%) Data Mining
4 3 (4.76%) Data Warehouse
5 2 (3.17%) Enterprise Data Warehouse
5 2 (3.17%) SQL Server
6 1 (1.59%) BusinessObjects
6 1 (1.59%) MongoDB
6 1 (1.59%) PostgreSQL
6 1 (1.59%) QlikView
Development Applications
1 16 (25.40%) JIRA
2 13 (20.63%) Git (software)
2 13 (20.63%) Subversion
3 12 (19.05%) Jenkins
4 1 (1.59%) Eclipse
4 1 (1.59%) RubyMine
General
1 36 (57.14%) Finance
2 13 (20.63%) Banking
3 8 (12.70%) Retail
3 8 (12.70%) Retail Banking
4 1 (1.59%) Financial Institution
Job Titles
1 27 (42.86%) Analyst
2 22 (34.92%) Technical Analyst
3 19 (30.16%) Business Analyst
4 16 (25.40%) Technical Business Analyst
5 15 (23.81%) Consultant
5 15 (23.81%) Developer
5 15 (23.81%) Endur Consultant
5 15 (23.81%) OpenLink Consultant
6 12 (19.05%) Big Data Developer
7 9 (14.29%) Senior Analyst
7 9 (14.29%) Senior Business Analyst
8 8 (12.70%) Senior Technical Analyst
8 8 (12.70%) Senior Technical Business Analyst
9 7 (11.11%) SQL Analyst
10 6 (9.52%) Risk Analyst
11 3 (4.76%) Data Business Analyst
12 2 (3.17%) Data Analyst
12 2 (3.17%) Java Developer
12 2 (3.17%) Lead Developer
12 2 (3.17%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 12 (19.05%) D3.js
1 12 (19.05%) HTML
1 12 (19.05%) HTML5
2 2 (3.17%) Hibernate
2 2 (3.17%) Spring
3 1 (1.59%) Kafka
3 1 (1.59%) REST
3 1 (1.59%) Ruby on Rails
Miscellaneous
1 29 (46.03%) Analytical Skills
2 12 (19.05%) Market Risk
2 12 (19.05%) Visualisation
3 9 (14.29%) Computer Science
4 6 (9.52%) Derivative
5 4 (6.35%) Virtual Team
6 2 (3.17%) Data Centre
6 2 (3.17%) Management Information System
Operating Systems
1 3 (4.76%) Unix
2 1 (1.59%) Linux
Processes & Methodologies
1 44 (69.84%) Agile Software Development
2 36 (57.14%) SDLC
3 23 (36.51%) Business Intelligence
3 23 (36.51%) Data Management
4 22 (34.92%) Scrum
5 21 (33.33%) Risk Management
6 18 (28.57%) OO
6 18 (28.57%) Waterfall
7 15 (23.81%) ETRM
7 15 (23.81%) UML
8 12 (19.05%) Continuous Integration
8 12 (19.05%) Data Visualisation
8 12 (19.05%) Regression Testing
8 12 (19.05%) Trend Analysis
8 12 (19.05%) Workflow
9 9 (14.29%) User Acceptance Testing
10 8 (12.70%) Infrastructure Management
11 6 (9.52%) Change Control
11 6 (9.52%) Requirements Management
11 6 (9.52%) Technical Analysis
Programming Languages
1 40 (63.49%) SQL
2 22 (34.92%) Java
3 13 (20.63%) Python
3 13 (20.63%) Scala
4 1 (1.59%) C++
4 1 (1.59%) JavaScript
4 1 (1.59%) Ruby
Qualifications
1 11 (17.46%) Degree
2 4 (6.35%) CISA
2 4 (6.35%) CISM
2 4 (6.35%) CISSP
2 4 (6.35%) CRISC
Quality Assurance & Compliance
1 11 (17.46%) QA
2 3 (4.76%) Data Quality
3 2 (3.17%) COBIT
4 1 (1.59%) ISO/IEC 27001
Systems Management
1 12 (19.05%) Oozie
1 12 (19.05%) Rundeck
2 1 (1.59%) RSA Archer
Vendors
1 20 (31.75%) Oracle
2 15 (23.81%) OpenLink
2 15 (23.81%) Triple Point
3 12 (19.05%) Tableau
4 2 (3.17%) Sybase
5 1 (1.59%) Cognos
5 1 (1.59%) Microsoft
5 1 (1.59%) MicroStrategy
Glasgow, Lanarkshire
FPSG Connect
Posted: 10 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £40000 - £55000 per annum + benefits
Posted: 2 days ago