The table below looks at the statistics for Data Visualisation skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Visualisation over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Visualization
Rank 135 161 172
Rank change year-on-year
+26 +11
Permanent jobs citing Data Visualisation 27 7 6
As % of all permanent IT jobs located in Scotland 0.95% 0.22% 0.16%
As % of the Processes & Methodologies category 1.05% 0.25% 0.18%
Number of salaries quoted 18 3 1
Median salary £74,000 £57,500 £27,000
Median salary % change year-on-year
+28.69% +112.96%
UK excluding London median salary £47,500 £43,000 £45,000
% change year-on-year
+10.46% -4.44%
Data Visualisation
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2560 2800 3285
As % of all permanent IT jobs located in Scotland 90.33% 89.03% 85.79%
Number of salaries quoted 1436 1756 2206
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Visualisation
Jobs Demand Trend in Scotland

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

Data Visualisation Jobs Demand Trend in Scotland

Data Visualisation
Salary Trend in Scotland

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

Data Visualisation Salary Trend in Scotland

Data Visualisation
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Visualisation across the Scotland region over the 3 months to 25 June 2016.

Data Visualisation Salary Histogram in Scotland

Data Visualisation
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the Scotland region over the 3 months to 25 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +24 19 £74,000 +28.69% 4
Glasgow - 7 £70,000 -
West Lothian - 2 £35,000 -
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 June 2016, IT jobs citing Data Visualisation 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 Scotland region with a requirement for Data Visualisation.

1 37 (100.00%) Visualisation
2 24 (64.86%) Business Intelligence
3 23 (62.16%) SAS
3 23 (62.16%) Big Data
4 22 (59.46%) Analytics
5 19 (51.35%) SQL Server
6 18 (48.65%) Oracle
7 16 (43.24%) Data Analytics
7 16 (43.24%) Tableau
8 14 (37.84%) Analytical Skills
9 13 (35.14%) D3.js
9 13 (35.14%) Business Development
9 13 (35.14%) Data Modelling
9 13 (35.14%) SPSS
9 13 (35.14%) Agile Software Development
9 13 (35.14%) Retail
10 12 (32.43%) Data Management
10 12 (32.43%) Banking
10 12 (32.43%) Python
10 12 (32.43%) Degree
10 12 (32.43%) Credit Risk
11 11 (29.73%) Apache Spark
11 11 (29.73%) Scala
11 11 (29.73%) Hadoop
12 10 (27.03%) SQL
12 10 (27.03%) Finance
13 9 (24.32%) OO
14 8 (21.62%) HTML
14 8 (21.62%) Git (software)
14 8 (21.62%) HTML5

Data Visualisation
Top Related IT Skills in Scotland 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 23 (62.16%) SAS
2 11 (29.73%) Apache Spark
3 1 (2.70%) SharePoint
3 1 (2.70%) SharePoint 2010
3 1 (2.70%) SharePoint 2013
Applications
1 13 (35.14%) SPSS
2 7 (18.92%) MS Excel
3 5 (13.51%) Stata
Cloud Services
1 1 (2.70%) Google Analytics
Communications & Networking
1 2 (5.41%) Firewall
1 2 (5.41%) SAN
2 1 (2.70%) Ethernet
Database & Business Intelligence
1 23 (62.16%) Big Data
2 19 (51.35%) SQL Server
3 11 (29.73%) Hadoop
4 7 (18.92%) Spotfire
5 6 (16.22%) Impala
5 6 (16.22%) SQL Server Integration Services
5 6 (16.22%) SQL Server Reporting Services
5 6 (16.22%) Sqoop
6 5 (13.51%) Data Mining
6 5 (13.51%) MongoDB
6 5 (13.51%) PostgreSQL
6 5 (13.51%) QlikView
7 4 (10.81%) BusinessObjects
8 2 (5.41%) SQL Server Analysis Services
9 1 (2.70%) Data Warehouse
9 1 (2.70%) Lumira
9 1 (2.70%) OLAP
9 1 (2.70%) OLAP Cube
9 1 (2.70%) Pentaho
9 1 (2.70%) Qlik Sense
Development Applications
1 8 (21.62%) Git (software)
2 6 (16.22%) Jenkins
2 6 (16.22%) JIRA
2 6 (16.22%) Subversion
3 2 (5.41%) SQL Server Management Studio (SSMS)
General
1 13 (35.14%) Retail
2 12 (32.43%) Banking
3 10 (27.03%) Finance
4 5 (13.51%) Games
5 1 (2.70%) Marketing
Job Titles
1 12 (32.43%) Analytics Manager
1 12 (32.43%) Business Intelligence Manager
1 12 (32.43%) Data Analytics Manager
1 12 (32.43%) Data Manager
2 8 (21.62%) Developer
3 6 (16.22%) Big Data Developer
4 5 (13.51%) Consultant
4 5 (13.51%) Data Scientist
5 4 (10.81%) Data Consultant
5 4 (10.81%) Senior Consultant
6 3 (8.11%) Analyst
6 3 (8.11%) Senior Strategy Consultant
6 3 (8.11%) Software Engineer
6 3 (8.11%) Strategy Consultant
7 2 (5.41%) ArcSight Analyst
7 2 (5.41%) Business Intelligence Developer
7 2 (5.41%) Senior Analyst
7 2 (5.41%) Senior Data Scientist
8 1 (2.70%) Data Analyst
8 1 (2.70%) Security Analyst
Libraries, Frameworks & Software Standards
1 13 (35.14%) D3.js
2 8 (21.62%) HTML
2 8 (21.62%) HTML5
3 1 (2.70%) CSS
3 1 (2.70%) MDX
3 1 (2.70%) Node.js
Miscellaneous
1 37 (100.00%) Visualisation
2 14 (37.84%) Analytical Skills
3 12 (32.43%) Credit Risk
4 6 (16.22%) Market Risk
4 6 (16.22%) Statistics
5 5 (13.51%) Applied Mathematics
5 5 (13.51%) Computer Science
5 5 (13.51%) Informatics
5 5 (13.51%) Mathematics
6 2 (5.41%) Data Integration
6 2 (5.41%) Security Operations Centre
7 1 (2.70%) Social Media
Operating Systems
1 3 (8.11%) Windows
Processes & Methodologies
1 24 (64.86%) Business Intelligence
2 22 (59.46%) Analytics
3 16 (43.24%) Data Analytics
4 13 (35.14%) Agile Software Development
4 13 (35.14%) Business Development
4 13 (35.14%) Data Modelling
5 12 (32.43%) Data Management
6 9 (24.32%) OO
7 7 (18.92%) Data Analysis
7 7 (18.92%) SDLC
8 6 (16.22%) Continuous Integration
8 6 (16.22%) Regression Testing
8 6 (16.22%) Scrum
8 6 (16.22%) Trend Analysis
8 6 (16.22%) Workflow
9 5 (13.51%) Data Governance
9 5 (13.51%) Statistical Modelling
10 4 (10.81%) Business Analysis
10 4 (10.81%) Data Transformation
11 3 (8.11%) Software Engineering
Programming Languages
1 12 (32.43%) Python
2 11 (29.73%) Scala
3 10 (27.03%) SQL
4 6 (16.22%) Java
4 6 (16.22%) R
5 3 (8.11%) C#
5 3 (8.11%) C++
5 3 (8.11%) Delphi
6 2 (5.41%) JavaScript
6 2 (5.41%) T-SQL
7 1 (2.70%) VBA
Qualifications
1 12 (32.43%) Degree
2 2 (5.41%) CEH
2 2 (5.41%) GIAC
2 2 (5.41%) SANS
Quality Assurance & Compliance
1 4 (10.81%) IAS 39
System Software
1 1 (2.70%) Firmware
Systems Management
1 6 (16.22%) Oozie
1 6 (16.22%) Rundeck
2 2 (5.41%) QRadar
Vendors
1 18 (48.65%) Oracle
2 16 (43.24%) Tableau
3 6 (16.22%) Microsoft
4 5 (13.51%) Greenplum
5 4 (10.81%) Ab Initio
5 4 (10.81%) Hyperion
5 4 (10.81%) Informatica
6 2 (5.41%) ArcSight
6 2 (5.41%) Cisco
6 2 (5.41%) Intel Security
6 2 (5.41%) LogRhythm
6 2 (5.41%) Remedy
7 1 (2.70%) Alteryx
7 1 (2.70%) Birst
7 1 (2.70%) Facebook
7 1 (2.70%) Google
7 1 (2.70%) Jaspersoft
7 1 (2.70%) Omniture
7 1 (2.70%) TIBCO
7 1 (2.70%) Twitter
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