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 8 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 24 115 114
Rank change year-on-year +91 -1 -5
Permanent jobs citing Visualisation 886 107 164
As % of all permanent jobs advertised in Scotland 12.83% 2.48% 2.62%
As % of the Processes & Methodologies category 14.27% 2.62% 2.88%
Number of salaries quoted 54 52 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 £58,553 £67,500
90th Percentile £80,000 £77,443 £80,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +11.63%

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 6,208 4,081 5,695
As % of all permanent jobs advertised in Scotland 89.92% 94.53% 91.11%
Number of salaries quoted 2,545 2,047 2,906
10th Percentile £28,250 £31,569 £31,250
25th Percentile £40,000 £41,250 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +10.00%
75th Percentile £65,000 £72,500 £70,000
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 8 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 8 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 +71 831 £47,500 +30.10% 8
Edinburgh +36 39 £70,000 +46.72% 12
West Lothian -12 3 £30,000 -7.69%
East Lothian - 3 - -
Aberdeen - 2 - - 3
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
1 178 (20.09%) Apache Spark
2 55 (6.21%) Apache
3 35 (3.95%) FileNet
4 6 (0.68%) Microsoft Exchange
5 5 (0.56%) Tomcat
6 3 (0.34%) SharePoint
7 1 (0.11%) Confluence
7 1 (0.11%) SAS
Applications
1 27 (3.05%) UserZoom
2 13 (1.47%) Microsoft Excel
3 12 (1.35%) Sketch
4 2 (0.23%) AutoCAD
4 2 (0.23%) Microsoft Office
5 1 (0.11%) Microsoft Project
5 1 (0.11%) MS Visio
Cloud Services
1 368 (41.53%) AWS
2 55 (6.21%) Figma
3 53 (5.98%) Azure
4 49 (5.53%) GCP
5 46 (5.19%) Amazon EC2
5 46 (5.19%) Amazon ECS
5 46 (5.19%) Amazon EKS
5 46 (5.19%) Amazon EMR
5 46 (5.19%) Amazon SQS
5 46 (5.19%) AWS Lambda
5 46 (5.19%) Serverless
6 42 (4.74%) Cloud Computing
7 38 (4.29%) SurveyMonkey
8 35 (3.95%) Amazon S3
9 34 (3.84%) Power Platform
10 25 (2.82%) Google Play
11 24 (2.71%) BlazeMeter
12 19 (2.14%) Datadog
13 7 (0.79%) Amazon Bedrock
13 7 (0.79%) Amazon SageMaker
Communications & Networking
1 8 (0.90%) Network Security
Database & Business Intelligence
1 269 (30.36%) NoSQL
2 140 (15.80%) Hadoop
3 133 (15.01%) Big Data
4 89 (10.05%) Apache Hive
5 81 (9.14%) HBase
6 50 (5.64%) Apache Cassandra
7 47 (5.30%) Electronic Patient Records
8 43 (4.85%) Data Lake
9 41 (4.63%) Elasticsearch
10 39 (4.40%) Qlik Sense
10 39 (4.40%) Relational Database
11 34 (3.84%) Power BI
12 24 (2.71%) Tableau
13 15 (1.69%) MongoDB
14 13 (1.47%) MySQL
15 11 (1.24%) RDBMS
15 11 (1.24%) SQL Server
16 10 (1.13%) Data Warehouse
17 6 (0.68%) Redis
18 4 (0.45%) PostgreSQL
Development Applications
1 127 (14.33%) Jenkins
2 95 (10.72%) JUnit
3 93 (10.50%) Git
4 81 (9.14%) Bitbucket Server
5 33 (3.72%) JIRA
6 30 (3.39%) Cypress.io
7 25 (2.82%) Android Studio
8 21 (2.37%) Jasmine
8 21 (2.37%) Karma Test Runner
8 21 (2.37%) Protractor
8 21 (2.37%) Selenium
8 21 (2.37%) WebDriver
9 14 (1.58%) Maven
10 9 (1.02%) Cucumber
10 9 (1.02%) Gradle
10 9 (1.02%) JMeter
11 6 (0.68%) Moq
General
1 839 (94.70%) Inclusion and Diversity
2 833 (94.02%) Finance
3 821 (92.66%) Law
4 449 (50.68%) Legal
5 217 (24.49%) Marketing
6 125 (14.11%) Banking
7 100 (11.29%) Social Skills
8 88 (9.93%) Investment Banking
9 32 (3.61%) Private Banking
10 18 (2.03%) Analytical Skills
11 14 (1.58%) Influencing Skills
12 12 (1.35%) Presentation Skills
13 6 (0.68%) Multimedia
14 3 (0.34%) Publishing
15 2 (0.23%) Local Government
15 2 (0.23%) Manufacturing
15 2 (0.23%) Pharmaceutical
15 2 (0.23%) Public Sector
15 2 (0.23%) Retail
16 1 (0.11%) Telecoms
Job Titles
1 758 (85.55%) Software Engineer
2 274 (30.93%) Java Engineer
2 274 (30.93%) Java Software Engineer
3 186 (20.99%) AWS Engineer
3 186 (20.99%) AWS Software Engineer
4 125 (14.11%) Data Engineer
5 118 (13.32%) Big Data Engineer
5 118 (13.32%) Big Data Software Engineer
6 115 (12.98%) Full Stack Engineer
6 115 (12.98%) Full Stack Software Engineer
7 114 (12.87%) Python Engineer
7 114 (12.87%) Python Software Engineer
8 79 (8.92%) Developer
9 70 (7.90%) Developer/Software Engineer
10 53 (5.98%) Database Engineer
11 51 (5.76%) Database Developer
12 46 (5.19%) Scala Engineer
12 46 (5.19%) Scala Software Engineer
13 44 (4.97%) Lead
14 37 (4.18%) AWS Database Engineer
Libraries, Frameworks & Software Standards
1 216 (24.38%) Spring
2 189 (21.33%) React
3 147 (16.59%) AngularJS
4 127 (14.33%) HTML
5 115 (12.98%) J2EE
6 112 (12.64%) Node.js
7 110 (12.42%) JMS
8 106 (11.96%) Twitter Bootstrap
9 102 (11.51%) CSS
10 99 (11.17%) Kafka
11 86 (9.71%) Hibernate
12 81 (9.14%) jQuery
13 80 (9.03%) JSON
14 63 (7.11%) Spring Boot
15 51 (5.76%) Web Services
16 40 (4.51%) XML
17 39 (4.40%) PySpark
18 37 (4.18%) HTML5
18 37 (4.18%) Spring Integration
19 35 (3.95%) GraphQL
Miscellaneous
1 701 (79.12%) Algorithms
2 147 (16.59%) Cloud Native
3 143 (16.14%) Onboarding
4 54 (6.09%) Data Structures
5 38 (4.29%) Legacy Code
6 29 (3.27%) Management Information System
7 20 (2.26%) Market Risk
8 14 (1.58%) Legacy Systems
9 12 (1.35%) Reference Data
10 9 (1.02%) Public Cloud
11 7 (0.79%) Distributed Computing
12 6 (0.68%) Augmented Reality
12 6 (0.68%) Virtual Reality
13 5 (0.56%) Private Cloud
14 4 (0.45%) Distributed Denial-of-Service
15 3 (0.34%) Credit Risk
15 3 (0.34%) Product Ownership
15 3 (0.34%) Self-Motivation
16 2 (0.23%) Life Science
17 1 (0.11%) Renewable Energy
Operating Systems
1 101 (11.40%) Unix
2 46 (5.19%) Linux
3 25 (2.82%) Android
Processes & Methodologies
1 841 (94.92%) Agile
2 785 (88.60%) Software Engineering
3 738 (83.30%) Continuous Improvement
4 729 (82.28%) CI/CD
5 720 (81.26%) SDLC
6 648 (73.14%) Community of Practice
7 644 (72.69%) Artificial Intelligence
8 640 (72.23%) Operational Stability
9 631 (71.22%) Machine Learning
10 457 (51.58%) Risk Management
11 143 (16.14%) Client Onboarding
12 142 (16.03%) Microservices
13 125 (14.11%) Full Stack Development
14 113 (12.75%) TDD
15 112 (12.64%) KYC
16 99 (11.17%) Test Automation
17 89 (10.05%) Analytics
17 89 (10.05%) Data Visualisation
18 87 (9.82%) Open Source
18 87 (9.82%) Wealth Management
Programming Languages
1 530 (59.82%) Java
2 405 (45.71%) SQL
3 343 (38.71%) Python
4 142 (16.03%) JavaScript
5 118 (13.32%) PL/SQL
6 96 (10.84%) TypeScript
7 47 (5.30%) Scala
8 25 (2.82%) Kotlin
9 14 (1.58%) C#
10 9 (1.02%) Go
10 9 (1.02%) T-SQL
11 5 (0.56%) Shell Script
12 2 (0.23%) R
13 1 (0.11%) C++
Qualifications
1 54 (6.09%) Degree
2 3 (0.34%) Computer Science Degree
3 2 (0.23%) 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 29 (3.27%) Actionable Recommendations
2 12 (1.35%) Accessibility
3 11 (1.24%) QA
4 9 (1.02%) Data Quality
5 2 (0.23%) GLP
6 1 (0.11%) NEBOSH
6 1 (0.11%) Sarbanes-Oxley
6 1 (0.11%) SLA
System Software
1 81 (9.14%) HDFS
2 19 (2.14%) Docker
3 2 (0.23%) Apache ZooKeeper
Systems Management
1 106 (11.96%) Terraform
2 90 (10.16%) Kubernetes
3 42 (4.74%) Grafana
4 19 (2.14%) Prometheus
Vendors
1 165 (18.62%) Databricks
2 117 (13.21%) Oracle
3 81 (9.14%) Informatica
4 51 (5.76%) Cloudera
5 46 (5.19%) Splunk
6 42 (4.74%) Dynatrace
7 39 (4.40%) Alteryx
8 37 (4.18%) Google
9 27 (3.05%) Qualtrics
10 16 (1.81%) Microsoft
11 12 (1.35%) ServiceNow
12 9 (1.02%) TOWER Software
13 2 (0.23%) Charles River
13 2 (0.23%) IBM
14 1 (0.11%) CA
14 1 (0.11%) Teradata