Data Structures Jobs in Scotland

Data Structures
UK > Scotland

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 146 178 211
Rank change year-on-year +32 +33 -62
Permanent jobs citing Data Structures 112 32 40
As % of all permanent jobs advertised in Scotland 1.97% 0.84% 0.66%
As % of the Miscellaneous category 4.50% 2.30% 1.41%
Number of salaries quoted 13 27 15
10th Percentile £43,368 £35,733 £30,442
25th Percentile £52,500 £46,925 £31,569
Median annual salary (50th Percentile) £75,000 £50,985 £45,000
Median % change year-on-year +47.10% +13.30% -2.70%
75th Percentile £77,500 £61,123 £50,265
90th Percentile - £79,401 £58,712
UK median annual salary £70,000 £63,000 £67,500
% change year-on-year +11.11% -6.67% +3.85%

All Generic Skills
Scotland

Data Structures falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in Scotland.

Permanent vacancies with a requirement for generic IT skills 2,487 1,393 2,834
As % of all permanent jobs advertised in Scotland 43.65% 36.72% 46.54%
Number of salaries quoted 702 729 1,249
10th Percentile £31,250 £33,562 £31,250
25th Percentile £40,200 £42,874 £41,500
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +10.00%
75th Percentile £70,000 £72,433 £70,000
90th Percentile £80,000 £84,056 £84,056
UK median annual salary £55,000 £64,000 £62,500
% change year-on-year -14.06% +2.40% +4.17%

Data Structures
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Structures in Scotland

Data Structures
Salary Trend in Scotland

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

Salary trend for Data Structures in Scotland

Data Structures
Salary Histogram in Scotland

Salary distribution for jobs citing Data Structures in Scotland over the 6 months to 26 July 2024.

Salary histogram for Data Structures in Scotland

Data Structures
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Scotland region over the 6 months to 26 July 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 -7 101 £75,000 +50.00%
Edinburgh +32 10 £75,000 +6.27% 1
Data Structures
UK

Data Structures
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 4 (3.57%) Apache Spark
Applications
1 4 (3.57%) Microsoft Excel
Cloud Services
1 98 (87.50%) AWS
2 20 (17.86%) Azure
3 15 (13.39%) Amazon ECS
3 15 (13.39%) Datadog
4 9 (8.04%) SaaS
5 6 (5.36%) Power Platform
6 4 (3.57%) Amazon S3
6 4 (3.57%) Amazon SQS
6 4 (3.57%) Azure Data Factory
6 4 (3.57%) GCP
6 4 (3.57%) GitHub
6 4 (3.57%) Google Docs
6 4 (3.57%) IaaS
6 4 (3.57%) Lucidchart
6 4 (3.57%) Miro
6 4 (3.57%) PaaS
6 4 (3.57%) Slack
7 2 (1.79%) PowerApps
8 1 (0.89%) Cloud Computing
8 1 (0.89%) Power Automate
Communications & Networking
1 1 (0.89%) HTTP
Database & Business Intelligence
1 34 (30.36%) Relational Database
2 19 (16.96%) NoSQL
3 6 (5.36%) Power BI
4 5 (4.46%) Data Warehouse
4 5 (4.46%) SQL Server
5 4 (3.57%) Azure SQL Database
5 4 (3.57%) Big Data
5 4 (3.57%) Elasticsearch
5 4 (3.57%) Hadoop
5 4 (3.57%) Redis
5 4 (3.57%) Scylla
5 4 (3.57%) SQL Server Integration Services
6 2 (1.79%) Power Query
7 1 (0.89%) Metadata
7 1 (0.89%) Metadata Repository
7 1 (0.89%) OLAP
7 1 (0.89%) Semantic Layer
7 1 (0.89%) SQL Server Reporting Services
Development Applications
1 79 (70.54%) JUnit
2 60 (53.57%) Cypress.io
2 60 (53.57%) Jasmine
2 60 (53.57%) Karma Test Runner
2 60 (53.57%) Protractor
2 60 (53.57%) Selenium
2 60 (53.57%) WebDriver
3 16 (14.29%) GitLab
4 15 (13.39%) Jenkins
General
1 99 (88.39%) Inclusion and Diversity
2 97 (86.61%) Finance
3 94 (83.93%) Law
4 60 (53.57%) Banking
4 60 (53.57%) Investment Banking
5 19 (16.96%) Legal
6 15 (13.39%) Marketing
7 7 (6.25%) Social Skills
8 4 (3.57%) Games
8 4 (3.57%) Multimedia
9 1 (0.89%) Analytical Skills
9 1 (0.89%) Publishing
9 1 (0.89%) Telecoms
Job Titles
1 84 (75.00%) Software Engineer
2 61 (54.46%) Java Engineer
2 61 (54.46%) Java Software Engineer
3 37 (33.04%) Lead
4 22 (19.64%) Lead Java Engineer
4 22 (19.64%) Lead Software Engineer
5 19 (16.96%) Full Stack Engineer
5 19 (16.96%) Full Stack Software Engineer
6 4 (3.57%) 3D Developer
6 4 (3.57%) Azure Data Engineer
6 4 (3.57%) Azure Engineer
6 4 (3.57%) Data Engineer
6 4 (3.57%) Developer
6 4 (3.57%) JavaScript Developer
6 4 (3.57%) Principal Engineer
6 4 (3.57%) Principal Software Engineer
6 4 (3.57%) Senior
7 1 (0.89%) DBA
7 1 (0.89%) Senior DBA
7 1 (0.89%) Senior SQL DBA
Libraries, Frameworks & Software Standards
1 95 (84.82%) Spring
2 83 (74.11%) CSS
2 83 (74.11%) Node.js
2 83 (74.11%) React
3 80 (71.43%) JSON
4 79 (70.54%) AngularJS
4 79 (70.54%) Hibernate
4 79 (70.54%) HTML
4 79 (70.54%) J2EE
4 79 (70.54%) JMS
4 79 (70.54%) jQuery
4 79 (70.54%) Twitter Bootstrap
5 60 (53.57%) Jest
6 16 (14.29%) Spring Boot
7 15 (13.39%) .NET
8 4 (3.57%) GraphQL
8 4 (3.57%) Kafka
8 4 (3.57%) WebGL
9 1 (0.89%) OAuth
9 1 (0.89%) RESTful
Miscellaneous
1 64 (57.14%) Algorithms
2 15 (13.39%) Public Cloud
3 4 (3.57%) Augmented Reality
3 4 (3.57%) Virtual Reality
4 2 (1.79%) Foreign Exchange (FX)
5 1 (0.89%) Distributed Computing
5 1 (0.89%) Taxonomies
Processes & Methodologies
1 99 (88.39%) CI/CD
1 99 (88.39%) Software Engineering
2 83 (74.11%) Agile
3 80 (71.43%) Artificial Intelligence
3 80 (71.43%) Multithreading
4 79 (70.54%) Machine Learning
4 79 (70.54%) Operational Stability
4 79 (70.54%) SDLC
5 77 (68.75%) Community of Practice
6 60 (53.57%) BDD
6 60 (53.57%) TDD
6 60 (53.57%) Web Development
7 44 (39.29%) Visualisation
8 40 (35.71%) Continuous Improvement
9 22 (19.64%) Architectural Design
9 22 (19.64%) Information Architecture
10 19 (16.96%) Full Stack Development
10 19 (16.96%) Risk Management
11 17 (15.18%) Decision-Making
12 15 (13.39%) Service-Level Objective
Programming Languages
1 100 (89.29%) Java
2 83 (74.11%) JavaScript
2 83 (74.11%) TypeScript
3 25 (22.32%) SQL
4 21 (18.75%) Python
5 5 (4.46%) Go
6 4 (3.57%) Bash
6 4 (3.57%) Scala
7 2 (1.79%) Data Analysis Expressions
8 1 (0.89%) C
8 1 (0.89%) C++
8 1 (0.89%) Rust
8 1 (0.89%) T-SQL
Qualifications
1 1 (0.89%) Degree
1 1 (0.89%) Master's Degree
1 1 (0.89%) PhD
Quality Assurance & Compliance
1 1 (0.89%) Accessibility
System Software
1 15 (13.39%) Docker
Systems Management
1 19 (16.96%) Kubernetes
2 15 (13.39%) Grafana
2 15 (13.39%) Prometheus
2 15 (13.39%) Terraform
Vendors
1 19 (16.96%) Google
2 15 (13.39%) Dynatrace
2 15 (13.39%) Splunk
3 6 (5.36%) Microsoft
4 4 (3.57%) Dell