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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Visualization
Rank 125 154 172
Rank change year-on-year
+29 +18
Permanent jobs citing Data Visualisation 33 8 6
As % of all permanent IT jobs located in Scotland 1.15% 0.25% 0.16%
As % of the Processes & Methodologies category 1.27% 0.28% 0.19%
Number of salaries quoted 16 4 4
Median salary £70,000 £55,000 £33,500
Median salary % change year-on-year
+27.27% +64.17%
90% offered a salary of more than £35,000 £49,000 £28,950
10% offered a salary of more than £75,200 £80,250 £34,200
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
2592 2881 3170
As % of all permanent IT jobs located in Scotland 90.41% 90.34% 86.40%
Number of salaries quoted 1458 1836 2140
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £62,500 £60,000 £62,000
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 July 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 July 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
Glasgow +9 16 £55,000 +15.78%
Edinburgh +16 15 £70,000 +21.73% 3
West Lothian - 3 £35,000 -
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 July 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 49 (100.00%) Visualisation
2 29 (59.18%) Business Intelligence
2 29 (59.18%) Big Data
3 26 (53.06%) Analytics
4 25 (51.02%) SAS
5 24 (48.98%) Tableau
6 22 (44.90%) Oracle
6 22 (44.90%) SQL Server
7 19 (38.78%) Agile Software Development
7 19 (38.78%) D3.js
7 19 (38.78%) Analytical Skills
8 18 (36.73%) Finance
8 18 (36.73%) Python
9 17 (34.69%) Scala
9 17 (34.69%) Hadoop
9 17 (34.69%) Apache Spark
10 16 (32.65%) Data Analytics
10 16 (32.65%) Data Management
10 16 (32.65%) Degree
10 16 (32.65%) SQL
11 15 (30.61%) OO
11 15 (30.61%) HTML
11 15 (30.61%) HTML5
12 14 (28.57%) Banking
13 13 (26.53%) Business Development
13 13 (26.53%) Java
13 13 (26.53%) Data Modelling
13 13 (26.53%) SPSS
14 12 (24.49%) Retail
14 12 (24.49%) Credit Risk

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 25 (51.02%) SAS
2 17 (34.69%) Apache Spark
Applications
1 13 (26.53%) SPSS
2 9 (18.37%) MS Excel
3 7 (14.29%) Stata
Business Applications
1 2 (4.08%) Cognos Business Intelligence
1 2 (4.08%) Cognos TM1
Cloud Services
1 1 (2.04%) Google Analytics
Communications & Networking
1 3 (6.12%) Ethernet
2 2 (4.08%) Firewall
2 2 (4.08%) SAN
3 1 (2.04%) RS-232
Database & Business Intelligence
1 29 (59.18%) Big Data
2 22 (44.90%) SQL Server
3 17 (34.69%) Hadoop
4 11 (22.45%) Spotfire
5 10 (20.41%) Impala
5 10 (20.41%) Sqoop
6 7 (14.29%) Data Mining
6 7 (14.29%) MongoDB
6 7 (14.29%) PostgreSQL
6 7 (14.29%) SQL Server Integration Services
7 5 (10.20%) QlikView
7 5 (10.20%) SQL Server Reporting Services
8 4 (8.16%) BusinessObjects
9 2 (4.08%) ActiveReports
9 2 (4.08%) Cognos Analysis Studio
9 2 (4.08%) Cognos Framework Manager
9 2 (4.08%) Cognos Query Studio
9 2 (4.08%) Cognos Report Studio
9 2 (4.08%) KDB
10 1 (2.04%) Relational Database
Development Applications
1 11 (22.45%) Git (software)
2 10 (20.41%) Jenkins
2 10 (20.41%) JIRA
2 10 (20.41%) Subversion
3 2 (4.08%) Team Foundation Server
4 1 (2.04%) SQL Server Management Studio (SSMS)
General
1 18 (36.73%) Finance
2 14 (28.57%) Banking
3 12 (24.49%) Retail
4 7 (14.29%) Games
5 1 (2.04%) Electronics
5 1 (2.04%) Front Office
5 1 (2.04%) Investment Banking
5 1 (2.04%) Law
5 1 (2.04%) Marketing
Job Titles
1 16 (32.65%) Developer
2 12 (24.49%) Analytics Manager
2 12 (24.49%) Business Intelligence Manager
2 12 (24.49%) Data Analytics Manager
2 12 (24.49%) Data Manager
3 10 (20.41%) Big Data Developer
4 7 (14.29%) Data Scientist
5 5 (10.20%) Consultant
5 5 (10.20%) Software Engineer
6 4 (8.16%) Data Consultant
6 4 (8.16%) Senior Consultant
6 4 (8.16%) Senior Data Scientist
7 3 (6.12%) Analyst
7 3 (6.12%) C# Developer
7 3 (6.12%) C# Software Engineer
7 3 (6.12%) C++ Software Engineer
7 3 (6.12%) Delphi Software Engineer
7 3 (6.12%) Senior Strategy Consultant
7 3 (6.12%) Strategy Consultant
8 2 (4.08%) Senior Analyst
Libraries, Frameworks & Software Standards
1 19 (38.78%) D3.js
2 15 (30.61%) HTML
2 15 (30.61%) HTML5
3 3 (6.12%) .NET
3 3 (6.12%) WPF
4 2 (4.08%) MDX
5 1 (2.04%) CSS
5 1 (2.04%) Node.js
5 1 (2.04%) Silverlight
Miscellaneous
1 49 (100.00%) Visualisation
2 19 (38.78%) Analytical Skills
3 12 (24.49%) Credit Risk
4 10 (20.41%) Market Risk
5 8 (16.33%) Statistics
6 7 (14.29%) Applied Mathematics
6 7 (14.29%) Computer Science
6 7 (14.29%) Informatics
6 7 (14.29%) Mathematics
7 2 (4.08%) Management Information System
7 2 (4.08%) Security Operations Centre
8 1 (2.04%) Data Integration
8 1 (2.04%) Embedded Systems
8 1 (2.04%) Equities
8 1 (2.04%) Field-Programmable Gate Array
8 1 (2.04%) Fixed Income
8 1 (2.04%) Social Media
8 1 (2.04%) User Experience
Operating Systems
1 5 (10.20%) Windows
Processes & Methodologies
1 29 (59.18%) Business Intelligence
2 26 (53.06%) Analytics
3 19 (38.78%) Agile Software Development
4 16 (32.65%) Data Analytics
4 16 (32.65%) Data Management
5 15 (30.61%) OO
6 13 (26.53%) Business Development
6 13 (26.53%) Data Modelling
7 12 (24.49%) SDLC
8 11 (22.45%) Data Analysis
9 10 (20.41%) Continuous Integration
9 10 (20.41%) Regression Testing
9 10 (20.41%) Scrum
9 10 (20.41%) Trend Analysis
9 10 (20.41%) Workflow
10 8 (16.33%) Business Analysis
11 7 (14.29%) Data Governance
11 7 (14.29%) Statistical Modelling
12 5 (10.20%) Numerical Analysis
12 5 (10.20%) Software Engineering
Programming Languages
1 18 (36.73%) Python
2 17 (34.69%) Scala
3 16 (32.65%) SQL
4 13 (26.53%) Java
5 9 (18.37%) R
6 8 (16.33%) C#
7 5 (10.20%) C++
7 5 (10.20%) Delphi
8 3 (6.12%) JavaScript
8 3 (6.12%) T-SQL
9 1 (2.04%) XAML
Qualifications
1 16 (32.65%) Degree
2 2 (4.08%) CEH
2 2 (4.08%) GIAC
2 2 (4.08%) SANS
Quality Assurance & Compliance
1 4 (8.16%) IAS 39
2 2 (4.08%) Data Quality
System Software
1 2 (4.08%) Firmware
Systems Management
1 10 (20.41%) Oozie
1 10 (20.41%) Rundeck
2 2 (4.08%) QRadar
Vendors
1 24 (48.98%) Tableau
2 22 (44.90%) Oracle
3 11 (22.45%) Microsoft
4 7 (14.29%) Greenplum
5 4 (8.16%) Ab Initio
5 4 (8.16%) Hyperion
5 4 (8.16%) Informatica
6 2 (4.08%) ArcSight
6 2 (4.08%) Cisco
6 2 (4.08%) Cognos
6 2 (4.08%) IBM
6 2 (4.08%) Intel Security
6 2 (4.08%) LogRhythm
6 2 (4.08%) Remedy
7 1 (2.04%) Alteryx
7 1 (2.04%) Birst
7 1 (2.04%) Clarabridge
7 1 (2.04%) Facebook
7 1 (2.04%) Jaspersoft
7 1 (2.04%) Twitter
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 6 days ago
Edinburgh, Midlothian
ISL
Salary: £38000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago