Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Scotland > Glasgow
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 127 91 112
Rank change year-on-year -36 +21 +36
Permanent jobs citing Visualisation 21 48 48
As % of all permanent IT jobs advertised in Glasgow 0.91% 2.24% 1.84%
As % of the Processes & Methodologies category 0.99% 2.42% 2.02%
Number of salaries quoted 11 21 62
Glasgow median annual salary £48,000 £31,000 £47,500
Median salary % change year-on-year +54.84% -34.74% +7.95%
10th Percentile £37,500 £25,000 £28,000
90th Percentile £67,500 £57,500 £51,250
Scotland median annual salary £45,000 £37,750 £47,500
% change year-on-year +19.21% -20.53% +23.38%

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2120 1985 2376
As % of all permanent IT jobs advertised in Glasgow 91.93% 92.54% 91.28%
Number of salaries quoted 1360 1069 1517
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Visualisation
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Visualisation in Glasgow

Visualisation
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in Glasgow.

Salary trend for Visualisation in Glasgow

Visualisation
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Visualisation in Glasgow over the 6 months to 24 November 2017.

Salary histogram for Visualisation in Glasgow

For the 6 months to 24 November 2017, IT jobs citing 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 Glasgow region with a requirement for Visualisation.

1 15 (71.43%) Agile Software Development
2 12 (57.14%) Data Visualisation
3 10 (47.62%) Python
4 9 (42.86%) R
5 8 (38.10%) Business Intelligence
5 8 (38.10%) Big Data
6 7 (33.33%) Analytics
6 7 (33.33%) SQL
6 7 (33.33%) Analytical Skills
7 6 (28.57%) Microsoft
7 6 (28.57%) Finance
8 5 (23.81%) ETL
8 5 (23.81%) SAS
8 5 (23.81%) Java
8 5 (23.81%) JavaScript
8 5 (23.81%) Data Warehouse
8 5 (23.81%) Tableau
8 5 (23.81%) Statistics
8 5 (23.81%) Apache Spark
9 4 (19.05%) SDLC
9 4 (19.05%) Dashboard Development
9 4 (19.05%) Power BI
9 4 (19.05%) Degree
9 4 (19.05%) Spotfire
9 4 (19.05%) Data Analytics
9 4 (19.05%) CSS
9 4 (19.05%) HTML
9 4 (19.05%) Migration
9 4 (19.05%) Data Analysis
10 3 (14.29%) Stakeholder Management

Visualisation
Co-occurring 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 5 (23.81%) Apache Spark
1 5 (23.81%) SAS
2 2 (9.52%) Confluence
Business Applications
1 1 (4.76%) Cognos Business Intelligence
Cloud Services
1 2 (9.52%) Microsoft Azure
2 1 (4.76%) Azure Data Factory
2 1 (4.76%) Cloud Computing
Communications & Networking
1 2 (9.52%) HTTP
Database & Business Intelligence
1 8 (38.10%) Big Data
2 5 (23.81%) Data Warehouse
3 4 (19.05%) Power BI
3 4 (19.05%) Spotfire
4 3 (14.29%) Hadoop
4 3 (14.29%) QlikView
4 3 (14.29%) Relational Database
4 3 (14.29%) SQL Server
5 2 (9.52%) MongoDB
5 2 (9.52%) PostgreSQL
5 2 (9.52%) SQL Server 2005
5 2 (9.52%) SQL Server 2012
5 2 (9.52%) SQL Server Integration Services
6 1 (4.76%) Apache Hive
6 1 (4.76%) Data Mining
6 1 (4.76%) HBase
6 1 (4.76%) NoSQL
6 1 (4.76%) RDBMS
6 1 (4.76%) SQL Server Analysis Services
6 1 (4.76%) Sqoop
Development Applications
1 2 (9.52%) Balsamiq Mockups
1 2 (9.52%) JIRA
2 1 (4.76%) Git (software)
2 1 (4.76%) Grunt
2 1 (4.76%) gulp
2 1 (4.76%) Oracle Forms
2 1 (4.76%) Subversion
2 1 (4.76%) Team Foundation Server
General
1 6 (28.57%) Finance
2 1 (4.76%) Legal
2 1 (4.76%) Local Government
2 1 (4.76%) Marketing
Job Titles
1 11 (52.38%) Developer
2 4 (19.05%) Analyst
2 4 (19.05%) Data Scientist
3 3 (14.29%) Business Intelligence Developer
3 3 (14.29%) Dashboard Developer
3 3 (14.29%) Data Engineer
3 3 (14.29%) Report Developer
4 2 (9.52%) Business Analyst
4 2 (9.52%) Tableau Developer
5 1 (4.76%) Analyst Developer
5 1 (4.76%) Data Warehouse Developer
5 1 (4.76%) Information Analyst
5 1 (4.76%) Java Developer
5 1 (4.76%) Report Analyst
5 1 (4.76%) Senior Analyst
5 1 (4.76%) Senior Analyst Programmer
5 1 (4.76%) Senior Programmer
5 1 (4.76%) Software Developer
5 1 (4.76%) SQL Developer
5 1 (4.76%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 4 (19.05%) CSS
1 4 (19.05%) HTML
2 2 (9.52%) MLlib
2 2 (9.52%) NumPy
2 2 (9.52%) SciPy
3 1 (4.76%) AngularJS
3 1 (4.76%) Bokeh
3 1 (4.76%) CGI
3 1 (4.76%) Kafka
3 1 (4.76%) LESS
3 1 (4.76%) Pandas
3 1 (4.76%) PySpark
3 1 (4.76%) Redux
3 1 (4.76%) RxJS
3 1 (4.76%) Sass
3 1 (4.76%) SparkR
Miscellaneous
1 7 (33.33%) Analytical Skills
2 3 (14.29%) User Experience
3 2 (9.52%) Greenfield Project
4 1 (4.76%) Data Structures
4 1 (4.76%) Foreign Exchange (FX)
4 1 (4.76%) Replication
Operating Systems
1 1 (4.76%) Linux
1 1 (4.76%) Unix
Processes & Methodologies
1 15 (71.43%) Agile Software Development
2 12 (57.14%) Data Visualisation
3 8 (38.10%) Business Intelligence
4 7 (33.33%) Analytics
5 5 (23.81%) ETL
5 5 (23.81%) Statistics
6 4 (19.05%) Dashboard Development
6 4 (19.05%) Data Analysis
6 4 (19.05%) Data Analytics
6 4 (19.05%) Migration
6 4 (19.05%) SDLC
7 3 (14.29%) Machine Learning
7 3 (14.29%) Mathematics
7 3 (14.29%) Scrum
7 3 (14.29%) Stakeholder Management
7 3 (14.29%) Statistical Analysis
7 3 (14.29%) Web Development
8 2 (9.52%) Configuration Management
8 2 (9.52%) Project Management
8 2 (9.52%) TDD
Programming Languages
1 10 (47.62%) Python
2 9 (42.86%) R
3 7 (33.33%) SQL
4 5 (23.81%) Java
4 5 (23.81%) JavaScript
5 3 (14.29%) T-SQL
6 2 (9.52%) C#
6 2 (9.52%) Clojure
6 2 (9.52%) Ruby
6 2 (9.52%) Scala
7 1 (4.76%) C++
7 1 (4.76%) HiveQL
7 1 (4.76%) Perl
7 1 (4.76%) Shell Script
7 1 (4.76%) TypeScript
Qualifications
1 4 (19.05%) Degree
2 1 (4.76%) PhD
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) SLA
System Software
1 2 (9.52%) HDFS
Systems Management
1 1 (4.76%) Oozie
Vendors
1 6 (28.57%) Microsoft
2 5 (23.81%) Tableau
3 2 (9.52%) Oracle
3 2 (9.52%) TIBCO
4 1 (4.76%) Cloudera
4 1 (4.76%) Cognos