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

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 58 72 70
Rank change year-on-year
+14 -2
Permanent jobs citing Data Analysis 39 34 42
As % of all permanent IT jobs located in Glasgow 3.43% 2.67% 3.00%
As % of the Processes & Methodologies category 3.76% 2.92% 3.30%
Number of salaries quoted 14 18 16
Median salary £60,000 £37,500 £42,500
Median salary % change year-on-year
+60.00% -11.76%
90% offered a salary of more than £35,800 £32,500 £33,250
10% offered a salary of more than £63,500 £45,750 £50,000
UK excluding London median salary £40,000 £40,000 £38,750
% change year-on-year
- +3.22%
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
1037 1165 1271
As % of all permanent IT jobs located in Glasgow 91.29% 91.52% 90.72%
Number of salaries quoted 513 748 762
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 £60,000 £57,500 £63,000
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 August 2016.

Data Analysis Salary Histogram in Glasgow

Data Analysis
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 August 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 43 (69.35%) SQL
2 40 (64.52%) Agile Software Development
3 38 (61.29%) Finance
4 31 (50.00%) SDLC
5 29 (46.77%) Analytical Skills
6 25 (40.32%) Business Intelligence
7 24 (38.71%) Oracle
8 23 (37.10%) Java
8 23 (37.10%) Scrum
8 23 (37.10%) Data Management
9 18 (29.03%) OO
10 16 (25.81%) Risk Management
10 16 (25.81%) JIRA
11 15 (24.19%) Banking
12 14 (22.58%) Waterfall
12 14 (22.58%) Tableau
13 13 (20.97%) Big Data
13 13 (20.97%) Git (software)
13 13 (20.97%) Scala
13 13 (20.97%) Hadoop
13 13 (20.97%) Subversion
13 13 (20.97%) HTML
13 13 (20.97%) Python
13 13 (20.97%) Apache Spark
14 12 (19.35%) D3.js
14 12 (19.35%) Impala
14 12 (19.35%) Sqoop
14 12 (19.35%) Jenkins
14 12 (19.35%) Oozie
14 12 (19.35%) 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 13 (20.97%) Apache Spark
2 4 (6.45%) Confluence
2 4 (6.45%) SAS
3 3 (4.84%) Tomcat
Applications
1 2 (3.23%) MS Excel
2 1 (1.61%) MS PowerPoint
Business Applications
1 10 (16.13%) Endur
1 10 (16.13%) OpenLink RightAngle
Communications & Networking
1 1 (1.61%) Internet
Database & Business Intelligence
1 13 (20.97%) Big Data
1 13 (20.97%) Hadoop
2 12 (19.35%) Impala
2 12 (19.35%) Spotfire
2 12 (19.35%) Sqoop
3 8 (12.90%) Data Mining
4 5 (8.06%) Data Warehouse
5 3 (4.84%) BusinessObjects
5 3 (4.84%) SQL Server
6 2 (3.23%) BODI
6 2 (3.23%) DataStage
6 2 (3.23%) Enterprise Data Warehouse
6 2 (3.23%) Oracle Database
6 2 (3.23%) Oracle Database 10g
6 2 (3.23%) Oracle Database 11g
6 2 (3.23%) Oracle ODI
6 2 (3.23%) PowerCenter
7 1 (1.61%) MongoDB
7 1 (1.61%) PostgreSQL
7 1 (1.61%) QlikView
Development Applications
1 16 (25.81%) JIRA
2 13 (20.97%) Git (software)
2 13 (20.97%) Subversion
3 12 (19.35%) Jenkins
4 1 (1.61%) Eclipse
4 1 (1.61%) RubyMine
General
1 38 (61.29%) Finance
2 15 (24.19%) Banking
3 8 (12.90%) Retail
3 8 (12.90%) Retail Banking
4 1 (1.61%) Financial Institution
Job Titles
1 29 (46.77%) Analyst
2 22 (35.48%) Technical Analyst
3 19 (30.65%) Business Analyst
4 16 (25.81%) Developer
4 16 (25.81%) Technical Business Analyst
5 12 (19.35%) Big Data Developer
5 12 (19.35%) Consultant
6 10 (16.13%) Endur Consultant
6 10 (16.13%) OpenLink Consultant
7 9 (14.52%) Senior Analyst
7 9 (14.52%) Senior Business Analyst
8 8 (12.90%) Senior Technical Analyst
8 8 (12.90%) Senior Technical Business Analyst
8 8 (12.90%) SQL Analyst
9 6 (9.68%) Risk Analyst
10 3 (4.84%) Data Analyst
10 3 (4.84%) Data Business Analyst
10 3 (4.84%) Java Developer
10 3 (4.84%) Lead Developer
10 3 (4.84%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 13 (20.97%) HTML
2 12 (19.35%) D3.js
2 12 (19.35%) HTML5
3 3 (4.84%) Hibernate
3 3 (4.84%) Spring
4 1 (1.61%) CSS
4 1 (1.61%) REST
4 1 (1.61%) Ruby on Rails
4 1 (1.61%) XML
Miscellaneous
1 29 (46.77%) Analytical Skills
2 12 (19.35%) Market Risk
2 12 (19.35%) Visualisation
3 9 (14.52%) Computer Science
4 6 (9.68%) Derivative
5 4 (6.45%) Virtual Team
6 2 (3.23%) Data Centre
6 2 (3.23%) Management Information System
Operating Systems
1 4 (6.45%) Unix
2 1 (1.61%) Linux
Processes & Methodologies
1 40 (64.52%) Agile Software Development
2 31 (50.00%) SDLC
3 25 (40.32%) Business Intelligence
4 23 (37.10%) Data Management
4 23 (37.10%) Scrum
5 18 (29.03%) OO
6 16 (25.81%) Risk Management
7 14 (22.58%) Waterfall
8 12 (19.35%) Continuous Integration
8 12 (19.35%) Data Visualisation
8 12 (19.35%) Regression Testing
8 12 (19.35%) Trend Analysis
8 12 (19.35%) Workflow
9 11 (17.74%) UML
9 11 (17.74%) User Acceptance Testing
10 10 (16.13%) ETRM
11 8 (12.90%) Infrastructure Management
12 6 (9.68%) Change Control
12 6 (9.68%) Requirements Management
12 6 (9.68%) Technical Analysis
Programming Languages
1 43 (69.35%) SQL
2 23 (37.10%) Java
3 13 (20.97%) Python
3 13 (20.97%) Scala
4 1 (1.61%) JavaScript
4 1 (1.61%) Ruby
Qualifications
1 11 (17.74%) Degree
2 4 (6.45%) CISA
2 4 (6.45%) CISM
2 4 (6.45%) CISSP
2 4 (6.45%) CRISC
Quality Assurance & Compliance
1 11 (17.74%) QA
2 3 (4.84%) Data Quality
3 2 (3.23%) COBIT
4 1 (1.61%) ISO/IEC 27001
Systems Management
1 12 (19.35%) Oozie
1 12 (19.35%) Rundeck
2 1 (1.61%) RSA Archer
Vendors
1 24 (38.71%) Oracle
2 14 (22.58%) Tableau
3 10 (16.13%) OpenLink
3 10 (16.13%) Triple Point
4 3 (4.84%) Cognos
4 3 (4.84%) Sybase
5 2 (3.23%) Informatica
5 2 (3.23%) Teradata
6 1 (1.61%) Microsoft
6 1 (1.61%) MicroStrategy