Period
to

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 12 August 2022 with a comparison to the same period in the previous 2 years.

Visualization
Scotland > Glasgow
6 months to
12 Aug 2022
Same period 2021 Same period 2020
Rank 84 66 76
Rank change year-on-year -18 +10 +4
Permanent jobs citing Visualisation 37 40 10
As % of all permanent jobs advertised in Glasgow 2.39% 3.01% 1.17%
As % of the Processes & Methodologies category 2.55% 3.27% 1.24%
Number of salaries quoted 29 32 2
10th Percentile £36,250 £40,163 £36,325
25th Percentile £50,000 £42,750 £38,313
Median annual salary (50th Percentile) £55,000 £48,000 £42,250
Median % change year-on-year +14.58% +13.61% -7.14%
75th Percentile £80,000 £57,125 £46,813
90th Percentile £81,564 £62,425 £49,175
Scotland median annual salary £55,000 £50,000 £49,750
% change year-on-year +10.00% +0.50% +9.34%

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 1,451 1,222 809
As % of all permanent IT jobs advertised in Glasgow 93.67% 91.88% 94.62%
Number of salaries quoted 806 832 561
10th Percentile £31,250 £33,000 £32,500
25th Percentile £38,775 £37,500 £37,750
Median annual salary (50th Percentile) £50,238 £47,500 £47,500
Median % change year-on-year +5.76% - +5.56%
75th Percentile £65,000 £60,000 £57,500
90th Percentile £77,500 £75,000 £65,000
Scotland median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +5.56%

Visualisation
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Visualisation in Glasgow

Visualisation
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Visualisation in Glasgow.

Salary trend for Visualisation in Glasgow

Visualisation
Salary Histogram in Glasgow

Salary distribution for jobs citing Visualisation in Glasgow over the 6 months to 12 August 2022.

Salary histogram for Visualisation in Glasgow

For the 6 months to 12 August 2022, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Visualisation.

1 24 (64.86%) Power Platform
2 20 (54.05%) SQL
3 19 (51.35%) Data Visualisation
3 19 (51.35%) Power BI
4 18 (48.65%) Analytics
5 17 (45.95%) Azure
5 17 (45.95%) Data Modelling
5 17 (45.95%) Business Intelligence
5 17 (45.95%) Finance
6 16 (43.24%) Microsoft
6 16 (43.24%) Agile
6 16 (43.24%) Social Skills
7 14 (37.84%) Python
8 13 (35.14%) ETL
8 13 (35.14%) Data Warehouse
8 13 (35.14%) Data Science
8 13 (35.14%) Data Pipeline
9 11 (29.73%) Data Lake
9 11 (29.73%) R
9 11 (29.73%) Tableau
9 11 (29.73%) Data Analytics
9 11 (29.73%) DevOps
9 11 (29.73%) SQL Server
10 9 (24.32%) Google
10 9 (24.32%) AWS
10 9 (24.32%) Dynamics 365
10 9 (24.32%) Relational Database
10 9 (24.32%) GCP
11 8 (21.62%) Mentoring
11 8 (21.62%) Coaching

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 8 (21.62%) Apache Spark
2 5 (13.51%) Adobe Experience Manager
3 3 (8.11%) SAS
Applications
1 1 (2.70%) Microsoft Excel
Cloud Services
1 24 (64.86%) Power Platform
2 17 (45.95%) Azure
3 9 (24.32%) AWS
3 9 (24.32%) Dynamics 365
3 9 (24.32%) GCP
4 7 (18.92%) Azure DevOps
5 5 (13.51%) Azure Synapse Analytics
6 3 (8.11%) Azure Data Factory
7 2 (5.41%) Adobe Analytics
7 2 (5.41%) Google Analytics
7 2 (5.41%) Microsoft 365
8 1 (2.70%) Azure Logic Apps
Database & Business Intelligence
1 19 (51.35%) Power BI
2 13 (35.14%) Data Warehouse
3 11 (29.73%) Data Lake
3 11 (29.73%) SQL Server
3 11 (29.73%) Tableau
4 9 (24.32%) Relational Database
5 8 (21.62%) Big Data
6 6 (16.22%) Data Mining
7 5 (13.51%) Azure SQL Database
8 3 (8.11%) Microsoft Analysis Services
8 3 (8.11%) Qlik Sense
8 3 (8.11%) SQL Server Analysis Services
9 2 (5.41%) OLAP
10 1 (2.70%) QlikView
10 1 (2.70%) SQL Server Integration Services
10 1 (2.70%) SQL Server Reporting Services
Development Applications
1 7 (18.92%) ER Studio
1 7 (18.92%) ERwin
1 7 (18.92%) JIRA
General
1 17 (45.95%) Finance
2 16 (43.24%) Social Skills
3 7 (18.92%) Presentation Skills
4 6 (16.22%) Legal
5 5 (13.51%) Analytical Skills
6 3 (8.11%) Retail
7 1 (2.70%) Public Sector
Job Titles
1 8 (21.62%) Architect
2 7 (18.92%) Analytics Consultant
2 7 (18.92%) Business Intelligence Consultant
2 7 (18.92%) Consultant
2 7 (18.92%) Data Analytics Consultant
2 7 (18.92%) Data Consultant
3 6 (16.22%) Analyst
4 4 (10.81%) Data Analyst
4 4 (10.81%) Data Engineer
5 3 (8.11%) Applications Architect
5 3 (8.11%) Azure Engineer
5 3 (8.11%) Biostatistician
5 3 (8.11%) Business Intelligence Analyst
5 3 (8.11%) Head of Data Management
5 3 (8.11%) Head of Operations
5 3 (8.11%) Senior Business Intelligence Consultant
5 3 (8.11%) Senior Consultant
5 3 (8.11%) Senior Data Analytics Consultant
5 3 (8.11%) Senior Data Engineer
5 3 (8.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (5.41%) D3.js
1 2 (5.41%) Shiny
Miscellaneous
1 7 (18.92%) IoT
2 4 (10.81%) User Experience
3 3 (8.11%) Enterprise Software
3 3 (8.11%) Low-Code
3 3 (8.11%) Management Information System
3 3 (8.11%) Virtual Team
4 2 (5.41%) Hybrid Cloud
4 2 (5.41%) Learning Management System
Processes & Methodologies
1 19 (51.35%) Data Visualisation
2 18 (48.65%) Analytics
3 17 (45.95%) Business Intelligence
3 17 (45.95%) Data Modelling
4 16 (43.24%) Agile
5 13 (35.14%) Data Pipeline
5 13 (35.14%) Data Science
5 13 (35.14%) ETL
6 11 (29.73%) Data Analytics
6 11 (29.73%) DevOps
7 8 (21.62%) Coaching
7 8 (21.62%) Mentoring
8 7 (18.92%) Data Analysis
8 7 (18.92%) Data Architecture
8 7 (18.92%) Inmon Methodology
8 7 (18.92%) Kimball Methodology
9 6 (16.22%) Collaborative Working
9 6 (16.22%) Data Management
10 5 (13.51%) Data Integration
10 5 (13.51%) Problem-Solving
Programming Languages
1 20 (54.05%) SQL
2 14 (37.84%) Python
3 11 (29.73%) R
4 3 (8.11%) T-SQL
5 2 (5.41%) C
5 2 (5.41%) Data Analysis Expressions (DAX)
6 1 (2.70%) Java
6 1 (2.70%) PL/SQL
6 1 (2.70%) Scala
Qualifications
1 3 (8.11%) PhD
2 1 (2.70%) Degree
Quality Assurance & Compliance
1 8 (21.62%) Data Quality
2 1 (2.70%) QA
Vendors
1 16 (43.24%) Microsoft
2 9 (24.32%) Google
3 7 (18.92%) Adobe
3 7 (18.92%) Oracle
4 5 (13.51%) MuleSoft
5 2 (5.41%) Databricks