Visualisation Jobs in Scotland

Visualization
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 22 113 112
Rank change year-on-year +91 -1 +4
Permanent jobs citing Visualisation 920 107 165
As % of all permanent jobs advertised in Scotland 13.45% 2.46% 2.71%
As % of the Processes & Methodologies category 14.83% 2.61% 2.98%
Number of salaries quoted 54 51 63
10th Percentile £34,250 - £36,250
25th Percentile £46,306 £28,750 £43,750
Median annual salary (50th Percentile) £55,000 £40,850 £55,000
Median % change year-on-year +34.64% -25.73% +4.76%
75th Percentile £75,000 £57,654 £67,500
90th Percentile £80,000 £77,715 £80,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +11.11%

All Process and Methodology Skills
Scotland

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 Scotland with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 6,205 4,105 5,541
As % of all permanent jobs advertised in Scotland 90.74% 94.35% 91.10%
Number of salaries quoted 2,476 2,058 2,852
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,563 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +15.79%
75th Percentile £65,000 £72,500 £68,750
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +9.09%

Visualisation
Job Vacancy Trend in Scotland

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

Job vacancy trend for Visualisation in Scotland

Visualisation
Salary Trend in Scotland

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

Salary trend for Visualisation in Scotland

Visualisation
Salary Histogram in Scotland

Salary distribution for jobs citing Visualisation in Scotland over the 6 months to 1 June 2024.

Salary histogram for Visualisation in Scotland

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 Visualisation within the Scotland region over the 6 months to 1 June 2024. 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
Jobs
Glasgow +71 865 £47,500 +30.10% 9
Edinburgh +31 39 £60,743 +27.32% 15
West Lothian -10 3 £30,000 -7.69%
East Lothian - 3 - -
Aberdeen - 2 - - 2
Stirling - 2 £32,500 -
Clackmannanshire - 2 £51,500 -
Dumfries and Galloway - 1 £42,500 -
Visualisation
UK

Visualisation
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 190 (20.65%) Apache Spark
2 58 (6.30%) Apache
3 35 (3.80%) FileNet
4 6 (0.65%) Microsoft Exchange
5 5 (0.54%) Tomcat
6 3 (0.33%) SharePoint
7 1 (0.11%) Confluence
7 1 (0.11%) SAS
Applications
1 30 (3.26%) UserZoom
2 13 (1.41%) Microsoft Excel
3 12 (1.30%) Sketch
4 2 (0.22%) AutoCAD
4 2 (0.22%) Microsoft Office
5 1 (0.11%) Microsoft Project
5 1 (0.11%) MS Visio
Cloud Services
1 387 (42.07%) AWS
2 58 (6.30%) Figma
3 56 (6.09%) Azure
4 54 (5.87%) GCP
5 49 (5.33%) Amazon EC2
5 49 (5.33%) Amazon ECS
5 49 (5.33%) Amazon EKS
5 49 (5.33%) Amazon EMR
5 49 (5.33%) Amazon SQS
5 49 (5.33%) AWS Lambda
5 49 (5.33%) Serverless
6 45 (4.89%) Cloud Computing
7 41 (4.46%) SurveyMonkey
8 36 (3.91%) Power Platform
9 35 (3.80%) Amazon S3
10 25 (2.72%) Google Play
11 24 (2.61%) BlazeMeter
12 19 (2.07%) Datadog
13 7 (0.76%) Amazon SageMaker
13 7 (0.76%) GitHub
Communications & Networking
1 5 (0.54%) Network Security
Database & Business Intelligence
1 281 (30.54%) NoSQL
2 148 (16.09%) Big Data
2 148 (16.09%) Hadoop
3 95 (10.33%) Apache Hive
4 84 (9.13%) HBase
5 50 (5.43%) Apache Cassandra
5 50 (5.43%) Electronic Patient Records
6 43 (4.67%) Data Lake
6 43 (4.67%) Relational Database
7 41 (4.46%) Elasticsearch
8 39 (4.24%) Qlik Sense
9 36 (3.91%) Power BI
10 24 (2.61%) Tableau
11 15 (1.63%) MongoDB
12 13 (1.41%) MySQL
13 12 (1.30%) Data Warehouse
13 12 (1.30%) RDBMS
14 11 (1.20%) SQL Server
15 6 (0.65%) Redis
16 4 (0.43%) PostgreSQL
Development Applications
1 133 (14.46%) Jenkins
2 96 (10.43%) Git
3 95 (10.33%) JUnit
4 84 (9.13%) Bitbucket Server
5 33 (3.59%) JIRA
6 30 (3.26%) Cypress.io
7 25 (2.72%) Android Studio
8 21 (2.28%) Jasmine
8 21 (2.28%) Karma Test Runner
8 21 (2.28%) Protractor
8 21 (2.28%) Selenium
8 21 (2.28%) WebDriver
9 14 (1.52%) Maven
10 9 (0.98%) Cucumber
10 9 (0.98%) Gradle
10 9 (0.98%) JMeter
11 6 (0.65%) Moq
General
1 873 (94.89%) Inclusion and Diversity
2 869 (94.46%) Finance
3 855 (92.93%) Law
4 464 (50.43%) Legal
5 233 (25.33%) Marketing
6 129 (14.02%) Banking
7 106 (11.52%) Social Skills
8 88 (9.57%) Investment Banking
9 35 (3.80%) Private Banking
10 19 (2.07%) Analytical Skills
11 17 (1.85%) Influencing Skills
12 15 (1.63%) Presentation Skills
13 7 (0.76%) Multimedia
14 3 (0.33%) Publishing
15 2 (0.22%) Local Government
15 2 (0.22%) Manufacturing
15 2 (0.22%) Pharmaceutical
15 2 (0.22%) Public Sector
15 2 (0.22%) Retail
16 1 (0.11%) Telecoms
Job Titles
1 786 (85.43%) Software Engineer
2 287 (31.20%) Java Engineer
2 287 (31.20%) Java Software Engineer
3 192 (20.87%) AWS Engineer
3 192 (20.87%) AWS Software Engineer
4 128 (13.91%) Data Engineer
5 127 (13.80%) Big Data Engineer
5 127 (13.80%) Big Data Software Engineer
6 122 (13.26%) Full Stack Engineer
6 122 (13.26%) Full Stack Software Engineer
7 117 (12.72%) Python Engineer
7 117 (12.72%) Python Software Engineer
8 86 (9.35%) Developer
9 76 (8.26%) Developer/Software Engineer
10 56 (6.09%) Database Engineer
11 54 (5.87%) Database Developer
12 49 (5.33%) Scala Engineer
12 49 (5.33%) Scala Software Engineer
13 47 (5.11%) Lead
14 37 (4.02%) AWS Database Engineer
Libraries, Frameworks & Software Standards
1 226 (24.57%) Spring
2 194 (21.09%) React
3 151 (16.41%) AngularJS
4 126 (13.70%) HTML
5 118 (12.83%) J2EE
6 113 (12.28%) JMS
6 113 (12.28%) Node.js
7 106 (11.52%) Twitter Bootstrap
8 103 (11.20%) Kafka
9 102 (11.09%) CSS
10 87 (9.46%) Hibernate
11 81 (8.80%) jQuery
12 80 (8.70%) JSON
13 67 (7.28%) Spring Boot
14 55 (5.98%) Web Services
15 43 (4.67%) XML
16 39 (4.24%) PySpark
17 38 (4.13%) JavaBeans
18 37 (4.02%) HTML5
18 37 (4.02%) Spring Integration
Miscellaneous
1 730 (79.35%) Algorithms
2 152 (16.52%) Onboarding
3 151 (16.41%) Cloud Native
4 58 (6.30%) Data Structures
5 41 (4.46%) Legacy Code
6 32 (3.48%) Management Information System
7 20 (2.17%) Market Risk
8 17 (1.85%) Legacy Systems
9 13 (1.41%) Reference Data
10 12 (1.30%) Public Cloud
11 7 (0.76%) Augmented Reality
11 7 (0.76%) Distributed Computing
11 7 (0.76%) Virtual Reality
12 5 (0.54%) Private Cloud
13 4 (0.43%) Distributed Denial-of-Service
14 3 (0.33%) Credit Risk
14 3 (0.33%) Product Ownership
14 3 (0.33%) Self-Motivation
15 2 (0.22%) Life Science
16 1 (0.11%) Renewable Energy
Operating Systems
1 104 (11.30%) Unix
2 45 (4.89%) Linux
3 25 (2.72%) Android
Processes & Methodologies
1 876 (95.22%) Agile
2 813 (88.37%) Software Engineering
3 766 (83.26%) Continuous Improvement
4 759 (82.50%) CI/CD
5 751 (81.63%) SDLC
6 672 (73.04%) Community of Practice
7 668 (72.61%) Artificial Intelligence
7 668 (72.61%) Operational Stability
8 657 (71.41%) Machine Learning
9 475 (51.63%) Risk Management
10 152 (16.52%) Client Onboarding
11 148 (16.09%) Microservices
12 132 (14.35%) Full Stack Development
13 121 (13.15%) KYC
14 116 (12.61%) TDD
15 105 (11.41%) Test Automation
16 93 (10.11%) Analytics
16 93 (10.11%) Wealth Management
17 91 (9.89%) Open Source
18 90 (9.78%) Data Visualisation
Programming Languages
1 558 (60.65%) Java
2 426 (46.30%) SQL
3 362 (39.35%) Python
4 142 (15.43%) JavaScript
5 121 (13.15%) PL/SQL
6 100 (10.87%) TypeScript
7 50 (5.43%) Scala
8 25 (2.72%) Kotlin
9 17 (1.85%) C#
10 12 (1.30%) Go
11 9 (0.98%) T-SQL
12 5 (0.54%) Shell Script
13 2 (0.22%) R
14 1 (0.11%) C++
Qualifications
1 60 (6.52%) Degree
2 3 (0.33%) Computer Science Degree
3 2 (0.22%) Master's Degree
4 1 (0.11%) ACCA
4 1 (0.11%) HND
4 1 (0.11%) PhD
4 1 (0.11%) SC Cleared
4 1 (0.11%) Security Cleared
Quality Assurance & Compliance
1 32 (3.48%) Actionable Recommendations
2 12 (1.30%) Accessibility
3 11 (1.20%) QA
4 9 (0.98%) Data Quality
5 2 (0.22%) GLP
6 1 (0.11%) NEBOSH
6 1 (0.11%) Sarbanes-Oxley
6 1 (0.11%) SLA
System Software
1 84 (9.13%) HDFS
2 20 (2.17%) Docker
3 2 (0.22%) Apache ZooKeeper
Systems Management
1 115 (12.50%) Terraform
2 91 (9.89%) Kubernetes
3 45 (4.89%) Grafana
4 19 (2.07%) Prometheus
Vendors
1 171 (18.59%) Databricks
2 118 (12.83%) Oracle
3 84 (9.13%) Informatica
4 54 (5.87%) Cloudera
5 48 (5.22%) Splunk
6 45 (4.89%) Dynatrace
7 39 (4.24%) Alteryx
7 39 (4.24%) Google
8 30 (3.26%) Qualtrics
9 16 (1.74%) Microsoft
10 12 (1.30%) ServiceNow
11 9 (0.98%) TOWER Software
12 2 (0.22%) Charles River
12 2 (0.22%) IBM
13 1 (0.11%) CA
13 1 (0.11%) Teradata