Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Visualization
Scotland > Glasgow
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 43 82 105
Rank change year-on-year +39 +23 -9
Permanent jobs citing Visualisation 87 12 20
As % of all permanent jobs advertised in Glasgow 5.51% 1.20% 1.27%
As % of the Processes & Methodologies category 5.96% 1.27% 1.34%
Number of salaries quoted 48 6 16
10th Percentile £32,250 £30,375 £34,500
25th Percentile £41,250 £33,375 £41,813
Median annual salary (50th Percentile) £48,675 £40,000 £53,550
Median % change year-on-year +21.69% -25.30% +7.10%
75th Percentile £55,750 £45,313 £56,525
90th Percentile £71,875 £59,375 £64,513
Scotland median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 1,459 945 1,498
As % of all permanent IT jobs advertised in Glasgow 92.34% 94.50% 95.11%
Number of salaries quoted 901 667 1,078
10th Percentile £32,500 £32,500 £31,250
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -2.17%
75th Percentile £65,000 £61,250 £55,000
90th Percentile £77,500 £71,250 £62,500
Scotland median annual salary £50,000 £47,575 £45,000
% change year-on-year +5.10% +5.72% -

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 27 January 2022.

Salary histogram for Visualisation in Glasgow

For the 6 months to 27 January 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 58 (66.67%) Microsoft
2 50 (57.47%) Power Platform
3 48 (55.17%) Analytics
4 43 (49.43%) Business Intelligence
5 38 (43.68%) Data Visualisation
6 37 (42.53%) Azure
7 33 (37.93%) Data Analytics
8 32 (36.78%) Change Control
9 31 (35.63%) DataOps
9 31 (35.63%) PowerShell
9 31 (35.63%) Data Warehouse
10 28 (32.18%) AWS
11 26 (29.89%) Power BI
12 25 (28.74%) SQL
13 24 (27.59%) SharePoint
13 24 (27.59%) Migration
13 24 (27.59%) SC Cleared
13 24 (27.59%) Security Cleared
13 24 (27.59%) Content Management
13 24 (27.59%) SharePoint 2013
13 24 (27.59%) Microsoft 365
13 24 (27.59%) TypeScript
13 24 (27.59%) Yammer
13 24 (27.59%) React
13 24 (27.59%) OneDrive
14 21 (24.14%) Agile Software Development
15 19 (21.84%) Microsoft Excel
16 15 (17.24%) Facilities Management
16 15 (17.24%) Social Skills
17 14 (16.09%) Data Lake

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 24 (27.59%) SharePoint
1 24 (27.59%) SharePoint 2013
2 3 (3.45%) Apache Spark
2 3 (3.45%) SAS
Applications
1 19 (21.84%) Microsoft Excel
2 11 (12.64%) Microsoft PowerPoint
3 8 (9.20%) Microsoft Project
3 8 (9.20%) Revit
4 7 (8.05%) Microsoft Office
5 3 (3.45%) Adobe After Effects
5 3 (3.45%) Adobe Creative Suite
5 3 (3.45%) Adobe Illustrator
5 3 (3.45%) Adobe XD
5 3 (3.45%) Photoshop
6 1 (1.15%) Chatbot
Business Applications
1 7 (8.05%) Oracle EBS
Cloud Services
1 50 (57.47%) Power Platform
2 37 (42.53%) Azure
3 28 (32.18%) AWS
4 24 (27.59%) Microsoft 365
4 24 (27.59%) OneDrive
4 24 (27.59%) Yammer
5 8 (9.20%) Azure Data Factory
6 3 (3.45%) GCP
7 2 (2.30%) Azure Synapse Analytics
8 1 (1.15%) Amazon SageMaker
8 1 (1.15%) Azure Machine Learning
8 1 (1.15%) Azure Stack
8 1 (1.15%) PaaS
Communications & Networking
1 4 (4.60%) HTTP
Database & Business Intelligence
1 31 (35.63%) Data Warehouse
2 26 (29.89%) Power BI
3 14 (16.09%) Data Lake
4 13 (14.94%) BusinessObjects
5 12 (13.79%) SQL Server Integration Services
6 10 (11.49%) Tableau
7 9 (10.34%) SQL Server Analysis Services
8 8 (9.20%) Azure SQL Database
9 7 (8.05%) Essbase
9 7 (8.05%) Oracle BI EE
9 7 (8.05%) Oracle BI Publisher
9 7 (8.05%) Oracle ODI
9 7 (8.05%) Relational Database
10 6 (6.90%) Azure SQL Data Warehouse
11 5 (5.75%) Data Mining
12 4 (4.60%) Big Data
12 4 (4.60%) QlikView
13 3 (3.45%) IBM InfoSphere
13 3 (3.45%) SAS Enterprise Guide
13 3 (3.45%) Spotfire
Development Applications
1 6 (6.90%) Git (software)
2 4 (4.60%) Subversion
3 1 (1.15%) Atlassian Bamboo
3 1 (1.15%) Jenkins
3 1 (1.15%) Vagrant
General
1 15 (17.24%) Social Skills
2 14 (16.09%) Analytical Skills
3 12 (13.79%) Finance
4 11 (12.64%) Retail
5 3 (3.45%) Marketing
5 3 (3.45%) Multimedia
6 1 (1.15%) Legal
6 1 (1.15%) Manufacturing
Job Titles
1 45 (51.72%) Developer
2 24 (27.59%) Senior Developer
2 24 (27.59%) Senior SharePoint Developer
2 24 (27.59%) SharePoint Developer
3 23 (26.44%) Analyst
4 17 (19.54%) Business Intelligence Developer
5 10 (11.49%) Data Analyst
6 7 (8.05%) Analyst Developer
6 7 (8.05%) Business Intelligence Analyst
6 7 (8.05%) SQL BI Developer
6 7 (8.05%) SQL Developer
7 5 (5.75%) Consultant
7 5 (5.75%) Data Scientist
8 4 (4.60%) Coordinator
8 4 (4.60%) Report Analyst
8 4 (4.60%) Report Developer
9 3 (3.45%) Business Intelligence Lead
9 3 (3.45%) Conceptual Designer
9 3 (3.45%) Customer Analyst
9 3 (3.45%) Data Engineer
Libraries, Frameworks & Software Standards
1 24 (27.59%) React
2 11 (12.64%) COM
3 7 (8.05%) HTML
3 7 (8.05%) MDX
3 7 (8.05%) XML
4 4 (4.60%) CSS
5 3 (3.45%) HTML5
6 2 (2.30%) Velocity
7 1 (1.15%) MXNet
7 1 (1.15%) Pandas
7 1 (1.15%) scikit-learn
7 1 (1.15%) Spark Streaming
7 1 (1.15%) TensorFlow
Miscellaneous
1 4 (4.60%) Management Information System
2 3 (3.45%) Animation
2 3 (3.45%) Data Protection Act
2 3 (3.45%) Graphic Design
2 3 (3.45%) Interactive Media
2 3 (3.45%) Photography
2 3 (3.45%) User Experience
3 2 (2.30%) Algorithms
Processes & Methodologies
1 48 (55.17%) Analytics
2 43 (49.43%) Business Intelligence
3 38 (43.68%) Data Visualisation
4 33 (37.93%) Data Analytics
5 32 (36.78%) Change Control
6 31 (35.63%) DataOps
7 24 (27.59%) Content Management
7 24 (27.59%) Migration
8 21 (24.14%) Agile Software Development
9 15 (17.24%) Facilities Management
10 13 (14.94%) ETL
11 10 (11.49%) Business Analysis
11 10 (11.49%) Data Modelling
11 10 (11.49%) Data Science
11 10 (11.49%) Line Management
11 10 (11.49%) Project Delivery
12 9 (10.34%) Collaborative Working
12 9 (10.34%) Data Analysis
12 9 (10.34%) Project Management
12 9 (10.34%) Workflow
Programming Languages
1 31 (35.63%) PowerShell
2 25 (28.74%) SQL
3 24 (27.59%) TypeScript
4 11 (12.64%) Python
5 5 (5.75%) JavaScript
5 5 (5.75%) R
6 4 (4.60%) Clojure
6 4 (4.60%) Java
6 4 (4.60%) Ruby
7 1 (1.15%) T-SQL
Qualifications
1 24 (27.59%) SC Cleared
1 24 (27.59%) Security Cleared
2 9 (10.34%) Degree
3 7 (8.05%) Microsoft Certification
Quality Assurance & Compliance
1 12 (13.79%) Data Quality
2 3 (3.45%) Accessibility
3 1 (1.15%) QA
System Software
1 1 (1.15%) Docker
1 1 (1.15%) VirtualBox
Systems Management
1 1 (1.15%) Ansible
1 1 (1.15%) Docker Swarm
1 1 (1.15%) Kubernetes
1 1 (1.15%) Terraform
Vendors
1 58 (66.67%) Microsoft
2 10 (11.49%) Oracle
3 9 (10.34%) Databricks
4 7 (8.05%) SAP
5 4 (4.60%) Google
6 3 (3.45%) Informatica
6 3 (3.45%) Netezza
6 3 (3.45%) Talend
7 2 (2.30%) Adobe
7 2 (2.30%) MicroStrategy
7 2 (2.30%) Salesforce.com
7 2 (2.30%) Serena
8 1 (1.15%) Cloudera
8 1 (1.15%) Dataiku
8 1 (1.15%) Hortonworks