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

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Visualization
Rank 142 153 183
Rank change year-on-year
+11 +30
Permanent jobs citing Data Visualisation 18 6 4
As % of all permanent IT jobs located in Scotland 0.63% 0.19% 0.100%
As % of the Processes & Methodologies category 0.70% 0.22% 0.12%
Number of salaries quoted 15 4 0
Median salary £70,000 £53,750 -
Median salary % change year-on-year
+30.23% -
UK excluding London median salary £45,000 £40,000 £47,000
% change year-on-year
+12.50% -14.89%
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
2565 2752 3399
As % of all permanent IT jobs located in Scotland 89.65% 87.92% 84.76%
Number of salaries quoted 1570 1728 2248
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £65,000 £58,000 £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 6 May 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 6 May 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 +15 15 £74,000 +37.67% 2
Glasgow - 2 £48,750 -
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 6 May 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 23 (100.00%) Visualisation
2 16 (69.57%) SQL Server
3 15 (65.22%) SAS
3 15 (65.22%) Analytics
4 13 (56.52%) Business Intelligence
5 12 (52.17%) Big Data
6 9 (39.13%) Data Analytics
6 9 (39.13%) Analytical Skills
6 9 (39.13%) Agile Software Development
7 8 (34.78%) Retail
7 8 (34.78%) MS Excel
7 8 (34.78%) Data Modelling
7 8 (34.78%) Tableau
7 8 (34.78%) Business Development
7 8 (34.78%) Degree
8 7 (30.43%) Credit Risk
8 7 (30.43%) D3.js
8 7 (30.43%) SPSS
8 7 (30.43%) Oracle
8 7 (30.43%) Banking
9 6 (26.09%) SQL Server Reporting Services
9 6 (26.09%) SQL Server Integration Services
9 6 (26.09%) Python
9 6 (26.09%) SQL
9 6 (26.09%) R
10 5 (21.74%) Greenplum
10 5 (21.74%) Data Governance
10 5 (21.74%) Scala
10 5 (21.74%) Hadoop
10 5 (21.74%) Statistics

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 15 (65.22%) SAS
2 5 (21.74%) Apache Spark
3 3 (13.04%) SharePoint
3 3 (13.04%) SharePoint 2010
3 3 (13.04%) SharePoint 2013
4 1 (4.35%) Node.js
Applications
1 8 (34.78%) MS Excel
2 7 (30.43%) SPSS
3 5 (21.74%) Stata
Cloud Services
1 1 (4.35%) Google Analytics
Communications & Networking
1 2 (8.70%) Firewall
1 2 (8.70%) SAN
Database & Business Intelligence
1 16 (69.57%) SQL Server
2 12 (52.17%) Big Data
3 6 (26.09%) SQL Server Integration Services
3 6 (26.09%) SQL Server Reporting Services
4 5 (21.74%) Data Mining
4 5 (21.74%) Hadoop
4 5 (21.74%) MongoDB
4 5 (21.74%) PostgreSQL
5 4 (17.39%) SQL Server Analysis Services
6 3 (13.04%) Data Warehouse
6 3 (13.04%) OLAP
6 3 (13.04%) OLAP Cube
6 3 (13.04%) QlikView
7 2 (8.70%) BusinessObjects
8 1 (4.35%) Lumira
8 1 (4.35%) Pentaho
8 1 (4.35%) Qlik Sense
8 1 (4.35%) Spotfire
Development Applications
1 4 (17.39%) Git (software)
1 4 (17.39%) SQL Server Management Studio (SSMS)
General
1 8 (34.78%) Retail
2 7 (30.43%) Banking
3 5 (21.74%) Games
4 2 (8.70%) Finance
Job Titles
1 7 (30.43%) Analytics Manager
1 7 (30.43%) Business Intelligence Manager
1 7 (30.43%) Data Analytics Manager
1 7 (30.43%) Data Manager
2 5 (21.74%) Data Scientist
3 4 (17.39%) Business Intelligence Developer
3 4 (17.39%) Developer
4 3 (13.04%) Consultant
4 3 (13.04%) Data Consultant
5 2 (8.70%) Analyst
5 2 (8.70%) ArcSight Analyst
5 2 (8.70%) Senior Analyst
5 2 (8.70%) Senior Consultant
5 2 (8.70%) Senior Data Scientist
5 2 (8.70%) Senior Strategy Consultant
5 2 (8.70%) Strategy Consultant
6 1 (4.35%) Architect
6 1 (4.35%) Infrastructure Architect
6 1 (4.35%) Security Analyst
6 1 (4.35%) SOC Analyst
Libraries, Frameworks & Software Standards
1 7 (30.43%) D3.js
2 3 (13.04%) MDX
3 2 (8.70%) HTML
3 2 (8.70%) HTML5
4 1 (4.35%) .NET
4 1 (4.35%) CSS
Miscellaneous
1 23 (100.00%) Visualisation
2 9 (39.13%) Analytical Skills
3 7 (30.43%) Credit Risk
4 5 (21.74%) Applied Mathematics
4 5 (21.74%) Computer Science
4 5 (21.74%) Informatics
4 5 (21.74%) Mathematics
4 5 (21.74%) Statistics
5 4 (17.39%) Data Integration
6 2 (8.70%) Security Operations Centre
7 1 (4.35%) Mobile App
7 1 (4.35%) Social Media
Operating Systems
1 3 (13.04%) Windows
2 1 (4.35%) Linux
2 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) Analytics
2 13 (56.52%) Business Intelligence
3 9 (39.13%) Agile Software Development
3 9 (39.13%) Data Analytics
4 8 (34.78%) Business Development
4 8 (34.78%) Data Modelling
5 5 (21.74%) Data Governance
5 5 (21.74%) Statistical Modelling
6 4 (17.39%) Business Analysis
6 4 (17.39%) ETL
6 4 (17.39%) ETL Development
6 4 (17.39%) Web Development
7 3 (13.04%) Data Management
7 3 (13.04%) Inmon Methodology
7 3 (13.04%) Kimball Methodology
8 2 (8.70%) Data Transformation
8 2 (8.70%) Open Source
8 2 (8.70%) Protective Monitoring
8 2 (8.70%) Security Operations
8 2 (8.70%) SIEM
Programming Languages
1 6 (26.09%) Python
1 6 (26.09%) R
1 6 (26.09%) SQL
2 5 (21.74%) Scala
3 4 (17.39%) T-SQL
4 3 (13.04%) VBA
5 2 (8.70%) JavaScript
6 1 (4.35%) Java
Qualifications
1 8 (34.78%) Degree
2 2 (8.70%) CEH
2 2 (8.70%) GIAC
2 2 (8.70%) SANS
Quality Assurance & Compliance
1 2 (8.70%) IAS 39
Systems Management
1 2 (8.70%) QRadar
Vendors
1 8 (34.78%) Tableau
2 7 (30.43%) Oracle
3 5 (21.74%) Greenplum
3 5 (21.74%) Microsoft
4 2 (8.70%) Ab Initio
4 2 (8.70%) ArcSight
4 2 (8.70%) Cisco
4 2 (8.70%) Hyperion
4 2 (8.70%) Informatica
4 2 (8.70%) Intel Security
4 2 (8.70%) LogRhythm
4 2 (8.70%) Remedy
5 1 (4.35%) Alteryx
5 1 (4.35%) Apple
5 1 (4.35%) Birst
5 1 (4.35%) Facebook
5 1 (4.35%) Jaspersoft
5 1 (4.35%) SAP
5 1 (4.35%) TIBCO
5 1 (4.35%) Twitter
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