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 23 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 Apr 2024
Same period 2023 Same period 2022
Rank 24 127 99
Rank change year-on-year +103 -28 +33
Permanent jobs citing Visualisation 918 100 169
As % of all permanent jobs advertised in Scotland 13.81% 2.09% 2.98%
As % of the Processes & Methodologies category 14.87% 2.23% 3.26%
Number of salaries quoted 55 53 68
10th Percentile £32,250 - £34,500
25th Percentile £46,278 £28,750 £42,500
Median annual salary (50th Percentile) £55,000 £40,850 £52,750
Median % change year-on-year +34.64% -22.56% +0.48%
75th Percentile £61,835 £57,500 £67,500
90th Percentile £75,000 £75,000 £80,000
UK median annual salary £55,000 £59,000 £60,000
% change year-on-year -6.78% -1.67% +9.09%

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 6,174 4,494 5,177
As % of all permanent jobs advertised in Scotland 92.90% 94.13% 91.21%
Number of salaries quoted 2,423 2,257 2,771
10th Percentile £28,750 £32,392 £30,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £57,810 £52,500
Median % change year-on-year -9.19% +10.11% +5.00%
75th Percentile £65,000 £75,000 £66,250
90th Percentile £80,000 £86,400 £81,250
UK median annual salary £55,000 £61,600 £60,000
% change year-on-year -10.71% +2.67% +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 23 April 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 23 April 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 +72 862 £47,500 +20.24% 13
Edinburgh +41 42 £58,150 +21.88% 7
West Lothian -10 4 £30,000 -7.69%
Aberdeen - 2 - - 5
Stirling - 2 £32,500 - 1
Clackmannanshire - 2 £51,500 -
East Lothian - 1 - -
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
1 193 (21.02%) Apache Spark
2 58 (6.32%) Apache
3 33 (3.59%) FileNet
4 7 (0.76%) Microsoft Exchange
5 5 (0.54%) Tomcat
6 3 (0.33%) SharePoint
7 1 (0.11%) Confluence
7 1 (0.11%) SAS
Applications
1 32 (3.49%) UserZoom
2 13 (1.42%) Microsoft Excel
3 12 (1.31%) Sketch
4 2 (0.22%) AutoCAD
4 2 (0.22%) Microsoft Office
4 2 (0.22%) MS Visio
5 1 (0.11%) Microsoft Project
Cloud Services
1 389 (42.37%) AWS
2 56 (6.10%) Figma
3 52 (5.66%) Azure
3 52 (5.66%) GCP
4 50 (5.45%) Amazon EC2
4 50 (5.45%) Amazon ECS
4 50 (5.45%) Amazon EKS
4 50 (5.45%) Amazon EMR
4 50 (5.45%) Amazon SQS
4 50 (5.45%) AWS Lambda
4 50 (5.45%) Serverless
5 46 (5.01%) Cloud Computing
6 43 (4.68%) SurveyMonkey
7 35 (3.81%) Power Platform
8 33 (3.59%) Amazon S3
9 23 (2.51%) BlazeMeter
9 23 (2.51%) Google Play
10 18 (1.96%) Datadog
11 9 (0.98%) GitHub
12 7 (0.76%) Amazon SageMaker
Database & Business Intelligence
1 282 (30.72%) NoSQL
2 155 (16.88%) Big Data
3 148 (16.12%) Hadoop
4 97 (10.57%) Apache Hive
5 84 (9.15%) HBase
6 51 (5.56%) Electronic Patient Records
7 48 (5.23%) Apache Cassandra
8 45 (4.90%) Relational Database
9 40 (4.36%) Data Lake
9 40 (4.36%) Elasticsearch
10 36 (3.92%) Qlik Sense
11 35 (3.81%) Power BI
12 21 (2.29%) Tableau
13 15 (1.63%) MongoDB
14 14 (1.53%) RDBMS
15 13 (1.42%) Data Warehouse
15 13 (1.42%) MySQL
16 11 (1.20%) SQL Server
17 7 (0.76%) Redis
18 5 (0.54%) Data Hub
Development Applications
1 134 (14.60%) Jenkins
2 97 (10.57%) Git
3 93 (10.13%) JUnit
4 84 (9.15%) Bitbucket Server
5 32 (3.49%) JIRA
6 29 (3.16%) Cypress.io
7 23 (2.51%) Android Studio
8 21 (2.29%) Jasmine
8 21 (2.29%) Karma Test Runner
8 21 (2.29%) Protractor
8 21 (2.29%) Selenium
8 21 (2.29%) WebDriver
9 13 (1.42%) Maven
10 8 (0.87%) Cucumber
10 8 (0.87%) Gradle
10 8 (0.87%) JMeter
11 7 (0.76%) Moq
General
1 872 (94.99%) Finance
2 865 (94.23%) Inclusion and Diversity
3 851 (92.70%) Law
4 457 (49.78%) Legal
5 236 (25.71%) Marketing
6 134 (14.60%) Banking
7 113 (12.31%) Social Skills
8 83 (9.04%) Investment Banking
9 38 (4.14%) Private Banking
10 21 (2.29%) Analytical Skills
11 19 (2.07%) Influencing Skills
12 17 (1.85%) Presentation Skills
13 9 (0.98%) Multimedia
14 3 (0.33%) Publishing
15 2 (0.22%) Local Government
15 2 (0.22%) Public Sector
15 2 (0.22%) Retail
16 1 (0.11%) Games
16 1 (0.11%) Telecoms
Job Titles
1 776 (84.53%) Software Engineer
2 284 (30.94%) Java Engineer
2 284 (30.94%) Java Software Engineer
3 192 (20.92%) AWS Engineer
3 192 (20.92%) AWS Software Engineer
4 130 (14.16%) Big Data Engineer
4 130 (14.16%) Big Data Software Engineer
5 124 (13.51%) Full Stack Engineer
5 124 (13.51%) Full Stack Software Engineer
6 120 (13.07%) Data Engineer
7 115 (12.53%) Python Engineer
7 115 (12.53%) Python Software Engineer
8 90 (9.80%) Developer
9 78 (8.50%) Developer/Software Engineer
10 57 (6.21%) Database Engineer
11 55 (5.99%) Database Developer
12 50 (5.45%) Scala Engineer
12 50 (5.45%) Scala Software Engineer
13 47 (5.12%) Lead
14 36 (3.92%) AWS Database Engineer
Libraries, Frameworks & Software Standards
1 226 (24.62%) Spring
2 193 (21.02%) React
3 153 (16.67%) AngularJS
4 121 (13.18%) HTML
5 116 (12.64%) J2EE
6 112 (12.20%) Node.js
7 111 (12.09%) JMS
8 103 (11.22%) Twitter Bootstrap
9 101 (11.00%) Kafka
10 100 (10.89%) CSS
11 87 (9.48%) Hibernate
12 80 (8.71%) jQuery
13 78 (8.50%) JSON
14 69 (7.52%) Spring Boot
15 57 (6.21%) Web Services
16 43 (4.68%) XML
17 38 (4.14%) JavaBeans
18 37 (4.03%) HTML5
19 36 (3.92%) PySpark
20 33 (3.59%) GraphQL
Miscellaneous
1 729 (79.41%) Algorithms
2 152 (16.56%) Cloud Native
3 150 (16.34%) Onboarding
4 62 (6.75%) Data Structures
5 42 (4.58%) Legacy Code
6 35 (3.81%) Management Information System
7 19 (2.07%) Legacy Systems
7 19 (2.07%) Market Risk
8 15 (1.63%) Reference Data
9 14 (1.53%) Public Cloud
10 9 (0.98%) Augmented Reality
10 9 (0.98%) Virtual Reality
11 7 (0.76%) Distributed Computing
12 5 (0.54%) Private Cloud
13 3 (0.33%) Product Ownership
13 3 (0.33%) Self-Motivation
14 1 (0.11%) Credit Risk
14 1 (0.11%) Renewable Energy
Operating Systems
1 104 (11.33%) Unix
2 44 (4.79%) Linux
3 23 (2.51%) Android
4 1 (0.11%) Windows
Processes & Methodologies
1 877 (95.53%) Agile
2 801 (87.25%) Software Engineering
3 763 (83.12%) Continuous Improvement
4 753 (82.03%) CI/CD
5 749 (81.59%) SDLC
6 664 (72.33%) Community of Practice
7 662 (72.11%) Operational Stability
8 658 (71.68%) Artificial Intelligence
9 649 (70.70%) Machine Learning
10 470 (51.20%) Risk Management
11 150 (16.34%) Client Onboarding
12 146 (15.90%) Microservices
13 134 (14.60%) Full Stack Development
14 120 (13.07%) KYC
15 113 (12.31%) TDD
16 106 (11.55%) Test Automation
17 99 (10.78%) Analytics
18 94 (10.24%) Wealth Management
19 93 (10.13%) Open Source
20 92 (10.02%) Data Visualisation
Programming Languages
1 561 (61.11%) Java
2 431 (46.95%) SQL
3 363 (39.54%) Python
4 139 (15.14%) JavaScript
5 123 (13.40%) PL/SQL
6 100 (10.89%) TypeScript
7 51 (5.56%) Scala
8 23 (2.51%) Kotlin
9 19 (2.07%) C#
10 14 (1.53%) Go
11 10 (1.09%) T-SQL
12 5 (0.54%) Shell Script
13 2 (0.22%) R
14 1 (0.11%) C++
Qualifications
1 64 (6.97%) Degree
2 3 (0.33%) OCP
2 3 (0.33%) Oracle Certification
3 2 (0.22%) Master's Degree
4 1 (0.11%) ACCA
4 1 (0.11%) Computer Science Degree
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 38 (4.14%) Actionable Recommendations
2 12 (1.31%) Accessibility
3 9 (0.98%) QA
4 8 (0.87%) Data Quality
5 1 (0.11%) NEBOSH
5 1 (0.11%) Sarbanes-Oxley
5 1 (0.11%) SLA
System Software
1 84 (9.15%) HDFS
2 21 (2.29%) Docker
Systems Management
1 117 (12.75%) Terraform
2 91 (9.91%) Kubernetes
3 44 (4.79%) Grafana
4 18 (1.96%) Prometheus
Vendors
1 172 (18.74%) Databricks
2 120 (13.07%) Oracle
3 84 (9.15%) Informatica
4 55 (5.99%) Cloudera
5 44 (4.79%) Dynatrace
5 44 (4.79%) Splunk
6 37 (4.03%) Google
7 36 (3.92%) Alteryx
8 32 (3.49%) Qualtrics
9 16 (1.74%) Microsoft
10 12 (1.31%) ServiceNow
11 8 (0.87%) TOWER Software
12 1 (0.11%) CA
12 1 (0.11%) Teradata