Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > Scotland
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 192 184 227
Rank change year-on-year -8 +43 +24
Permanent jobs citing Data Visualisation 25 49 14
As % of all permanent IT jobs advertised in Scotland 0.48% 0.84% 0.22%
As % of the Processes & Methodologies category 0.52% 0.93% 0.24%
Number of salaries quoted 19 32 8
Scotland median annual salary £45,000 £61,250 £55,000
Median salary % change year-on-year -26.53% +11.36% +64.18%
10th Percentile £34,850 £32,500 £45,500
90th Percentile £63,500 £77,000 £91,500
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -9.09%

Data Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 4767 5284 5740
As % of all permanent IT job vacancies advertised in Scotland 91.30% 91.10% 90.52%
Number of salaries quoted 3006 3140 3581
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +1.19%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £70,000 £65,000 £62,500
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Data Visualisation
Job Vacancy Trend in Scotland

Job postings citing Data Visualisation as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Data Visualisation 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 in Scotland.

Salary trend for Data Visualisation in Scotland

Data Visualisation
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Visualisation in Scotland over the 6 months to 23 July 2017.

Salary histogram for Data Visualisation 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 6 months to 23 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +15 11 £48,000 -8.57%
Edinburgh -9 7 £47,500 -32.14% 1
Stirling - 7 £45,000 - 1
Data Visualisation
UK

For the 6 months to 23 July 2017, 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 25 (100.00%) Visualisation
2 17 (68.00%) Business Intelligence
3 13 (52.00%) SQL
3 13 (52.00%) Agile Software Development
4 12 (48.00%) Analytics
5 11 (44.00%) Data Analytics
6 9 (36.00%) R
6 9 (36.00%) Data Analysis
6 9 (36.00%) Python
6 9 (36.00%) Data Warehouse
7 8 (32.00%) Microsoft
7 8 (32.00%) ETL
7 8 (32.00%) QlikView
8 7 (28.00%) Tableau
8 7 (28.00%) Dashboard Development
8 7 (28.00%) SQL Server Integration Services
8 7 (28.00%) Finance
9 6 (24.00%) SAS
9 6 (24.00%) Power BI
9 6 (24.00%) Microsoft Azure
10 5 (20.00%) Predictive Analytics
10 5 (20.00%) Performance Management
10 5 (20.00%) Data Transformation
10 5 (20.00%) SPSS
10 5 (20.00%) Informatica
10 5 (20.00%) Stakeholder Management
10 5 (20.00%) Scrum
10 5 (20.00%) Local Government
10 5 (20.00%) Statistics
11 4 (16.00%) Cognos

Data Visualisation
Co-occurring 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 6 (24.00%) SAS
2 1 (4.00%) Apache Spark
Applications
1 5 (20.00%) SPSS
2 2 (8.00%) Microsoft Excel
Business Applications
1 2 (8.00%) Cognos Business Intelligence
2 1 (4.00%) Cognos TM1
Cloud Services
1 6 (24.00%) Microsoft Azure
2 2 (8.00%) Azure Data Factory
3 1 (4.00%) Cloud Computing
3 1 (4.00%) Google Analytics
Database & Business Intelligence
1 9 (36.00%) Data Warehouse
2 8 (32.00%) QlikView
3 7 (28.00%) SQL Server Integration Services
4 6 (24.00%) Power BI
5 4 (16.00%) Big Data
6 3 (12.00%) Spotfire
6 3 (12.00%) SQL Server
7 2 (8.00%) Data Lake
7 2 (8.00%) Data Mining
7 2 (8.00%) Relational Database
7 2 (8.00%) SQL Server Reporting Services
8 1 (4.00%) ActiveReports
8 1 (4.00%) Cognos Framework Manager
8 1 (4.00%) Cognos Report Studio
8 1 (4.00%) Hadoop
8 1 (4.00%) Mixpanel
8 1 (4.00%) NoSQL
8 1 (4.00%) RDBMS
Development Applications
1 2 (8.00%) Team Foundation Server
2 1 (4.00%) Git (software)
General
1 7 (28.00%) Finance
2 5 (20.00%) Local Government
3 2 (8.00%) Marketing
4 1 (4.00%) Legal
Job Titles
1 9 (36.00%) Developer
2 8 (32.00%) Analyst
2 8 (32.00%) Business Intelligence Developer
3 6 (24.00%) Business Intelligence Analyst
3 6 (24.00%) Programmer
4 5 (20.00%) Analyst Programmer
4 5 (20.00%) Power BI Developer
4 5 (20.00%) Senior Analyst
4 5 (20.00%) Senior Analyst Programmer
4 5 (20.00%) Senior Business Intelligence Analyst
4 5 (20.00%) Senior Programmer
5 3 (12.00%) Consultant
5 3 (12.00%) Data Analyst
5 3 (12.00%) Data Scientist
5 3 (12.00%) QlikView Developer
5 3 (12.00%) Tableau Developer
6 2 (8.00%) Business Intelligence Consultant
6 2 (8.00%) Cognos BI Developer
6 2 (8.00%) Marketing Analyst
6 2 (8.00%) Marketing Insight Analyst
Libraries, Frameworks & Software Standards
1 3 (12.00%) D3.js
2 2 (8.00%) CSS
2 2 (8.00%) ggplot
3 1 (4.00%) .NET
3 1 (4.00%) Ajax
3 1 (4.00%) AngularJS
3 1 (4.00%) ASP.NET
3 1 (4.00%) ASP.NET MVC
3 1 (4.00%) Backbone.js
3 1 (4.00%) CSS3
3 1 (4.00%) FusionCharts
3 1 (4.00%) Google Maps API
3 1 (4.00%) HTML
3 1 (4.00%) HTML5
3 1 (4.00%) Leaflet
3 1 (4.00%) LESS
3 1 (4.00%) MDX
3 1 (4.00%) OpenLayers
3 1 (4.00%) Sass
Miscellaneous
1 2 (8.00%) Algorithms
1 2 (8.00%) Analytical Skills
1 2 (8.00%) Fintech
1 2 (8.00%) Greenfield Project
2 1 (4.00%) Smart City
Operating Systems
1 1 (4.00%) Linux
Processes & Methodologies
1 25 (100.00%) Visualisation
2 17 (68.00%) Business Intelligence
3 13 (52.00%) Agile Software Development
4 12 (48.00%) Analytics
5 11 (44.00%) Data Analytics
6 9 (36.00%) Data Analysis
7 8 (32.00%) ETL
8 7 (28.00%) Dashboard Development
9 5 (20.00%) Data Transformation
9 5 (20.00%) Performance Management
9 5 (20.00%) Predictive Analytics
9 5 (20.00%) Scrum
9 5 (20.00%) Stakeholder Management
9 5 (20.00%) Statistics
10 3 (12.00%) Machine Learning
10 3 (12.00%) Mathematics
11 2 (8.00%) Marketing Automation
11 2 (8.00%) Peer-to-Peer Lending
11 2 (8.00%) Physics
11 2 (8.00%) Web Development
Programming Languages
1 13 (52.00%) SQL
2 9 (36.00%) Python
2 9 (36.00%) R
3 3 (12.00%) JavaScript
4 2 (8.00%) MATLAB
5 1 (4.00%) C#
5 1 (4.00%) F#
5 1 (4.00%) Java
5 1 (4.00%) PHP
5 1 (4.00%) T-SQL
Qualifications
1 3 (12.00%) Degree
1 3 (12.00%) PhD
System Software
1 1 (4.00%) HDFS
Systems Management
1 1 (4.00%) Grafana
Vendors
1 8 (32.00%) Microsoft
2 7 (28.00%) Tableau
3 5 (20.00%) Informatica
4 4 (16.00%) Cognos
5 3 (12.00%) MicroStrategy
5 3 (12.00%) TIBCO
6 2 (8.00%) Google
7 1 (4.00%) IBM
Livingston, West Lothian
Sanderson
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £31000 - £41000 per annum
Posted: Yesterday
East Kilbride
Department for International Development
Salary: £41,218
Posted: 19 days ago
Stirling
Cathcart Associates
Salary: £45000 - £75000 per annum + Benefits
Posted: 20 days ago