Data Structures Jobs in Edinburgh

Data Structures
Scotland > Edinburgh

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 12 May 2025, comparing them to the same period in the previous two years.

6 months to
12 May 2025
Same period 2024 Same period 2023
Rank 78 65 128
Rank change year-on-year -13 +63 +7
Permanent jobs citing Data Structures 10 44 15
As % of all permanent jobs advertised in Edinburgh 1.09% 2.93% 0.73%
As % of the Miscellaneous category 2.90% 9.48% 1.88%
Number of salaries quoted 8 21 9
10th Percentile £39,875 - £58,214
25th Percentile £42,500 £55,000 £61,180
Median annual salary (50th Percentile) £51,250 £75,000 £80,294
Median % change year-on-year -31.67% -6.59% +52.94%
75th Percentile £66,250 - £89,852
90th Percentile - £96,539 £95,800
Scotland median annual salary £57,500 £75,000 £80,294
% change year-on-year -23.33% -6.59% +78.43%

All Generic Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for generic IT skills 345 464 796
As % of all permanent jobs advertised in Edinburgh 37.58% 30.93% 38.85%
Number of salaries quoted 167 343 433
10th Percentile £36,250 £31,900 £34,423
25th Percentile £45,000 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £61,000 £59,526
Median % change year-on-year -1.64% +2.48% -0.40%
75th Percentile £76,840 £75,000 £77,715
90th Percentile £98,500 £91,934 £99,466
Scotland median annual salary £51,645 £55,000 £57,500
% change year-on-year -6.10% -4.35% +4.55%

Data Structures
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Structures in Edinburgh

Data Structures
Salary Trend in Edinburgh

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

Salary trend for Data Structures in Edinburgh

Data Structures
Salary Histogram in Edinburgh

Salary distribution for jobs citing Data Structures in Edinburgh over the 6 months to 12 May 2025.

Salary histogram for Data Structures in Edinburgh

Data Structures
Co-occurring Skills and Capabilities in Edinburgh 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:

Database & Business Intelligence
1 3 (30.00%) Big Data
2 2 (20.00%) MongoDB
General
1 4 (40.00%) Finance
1 4 (40.00%) Inclusion and Diversity
2 2 (20.00%) Banking
Job Titles
1 8 (80.00%) Developer
2 4 (40.00%) Java Developer
3 3 (30.00%) Front-End Developer (Client-Side Developer)
4 2 (20.00%) Software Engineer
5 1 (10.00%) Graduate
5 1 (10.00%) Graduate Developer
Libraries, Frameworks & Software Standards
1 7 (70.00%) REST
1 7 (70.00%) WebSockets
2 4 (40.00%) Middleware
3 3 (30.00%) CSS
3 3 (30.00%) React
4 2 (20.00%) gRPC
4 2 (20.00%) Kafka
Miscellaneous
1 5 (50.00%) Algorithms
2 2 (20.00%) Distributed Systems
2 2 (20.00%) Public Cloud
2 2 (20.00%) Reference Data
2 2 (20.00%) Replication
Operating Systems
1 4 (40.00%) Linux
Processes & Methodologies
1 4 (40.00%) Distributed Cache
1 4 (40.00%) Fintech
1 4 (40.00%) Problem-Solving
1 4 (40.00%) Product Management
1 4 (40.00%) User Experience
2 3 (30.00%) Front End Development
2 3 (30.00%) Microservices
3 2 (20.00%) Business Agility
3 2 (20.00%) Code Quality
3 2 (20.00%) Concurrent Programming
3 2 (20.00%) High Availability
3 2 (20.00%) Multithreading
3 2 (20.00%) SOA
3 2 (20.00%) Software Delivery
3 2 (20.00%) Software Engineering
3 2 (20.00%) TDD
3 2 (20.00%) Test Automation
3 2 (20.00%) Unit Testing
4 1 (10.00%) Computer Science
4 1 (10.00%) Low Latency
Programming Languages
1 7 (70.00%) Java
1 7 (70.00%) JavaScript
2 4 (40.00%) C
2 4 (40.00%) C++
2 4 (40.00%) Python
3 3 (30.00%) TypeScript
4 2 (20.00%) C#
5 1 (10.00%) Kotlin
Qualifications
1 1 (10.00%) Computer Science Degree
1 1 (10.00%) Degree
Quality Assurance & Compliance
1 4 (40.00%) QA
System Software
1 4 (40.00%) Docker
Systems Management
1 6 (60.00%) Kubernetes
2 2 (20.00%) Terraform