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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 79 66 131
Rank change year-on-year -13 +65 +4
Permanent jobs citing Data Structures 6 38 14
As % of all permanent jobs advertised in Edinburgh 0.69% 2.53% 0.72%
As % of the Miscellaneous category 1.98% 8.54% 1.83%
Number of salaries quoted 4 20 8
10th Percentile - £54,131 £56,731
25th Percentile £48,750 £55,000 £61,180
Median annual salary (50th Percentile) £57,500 £72,788 £80,294
Median % change year-on-year -21.00% -9.35% +52.94%
75th Percentile £66,250 £75,000 £89,889
90th Percentile - £96,539 £98,700
Scotland median annual salary £57,500 £72,788 £69,447
% change year-on-year -21.00% +4.81% +54.33%

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 303 445 763
As % of all permanent jobs advertised in Edinburgh 34.79% 29.61% 39.03%
Number of salaries quoted 128 334 421
10th Percentile £30,875 £31,250 £35,333
25th Percentile £45,929 £44,112 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £59,526
Median % change year-on-year - +0.80% -0.79%
75th Percentile £76,840 £73,886 £77,715
90th Percentile £111,369 £87,500 £100,000
Scotland median annual salary £51,645 £52,500 £57,500
% change year-on-year -1.63% -8.70% +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
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 2 (33.33%) Big Data
1 2 (33.33%) MongoDB
General
1 4 (66.67%) Inclusion and Diversity
2 2 (33.33%) Banking
Job Titles
1 4 (66.67%) Developer
1 4 (66.67%) Java Developer
2 2 (33.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (66.67%) Middleware
1 4 (66.67%) REST
1 4 (66.67%) WebSockets
2 2 (33.33%) gRPC
2 2 (33.33%) Kafka
Miscellaneous
1 4 (66.67%) Algorithms
2 2 (33.33%) Distributed Systems
2 2 (33.33%) Public Cloud
2 2 (33.33%) Reference Data
2 2 (33.33%) Replication
Operating Systems
1 4 (66.67%) Linux
Processes & Methodologies
1 4 (66.67%) Distributed Cache
1 4 (66.67%) Fintech
1 4 (66.67%) Problem-Solving
2 2 (33.33%) Business Agility
2 2 (33.33%) Code Quality
2 2 (33.33%) Concurrent Programming
2 2 (33.33%) High Availability
2 2 (33.33%) Microservices
2 2 (33.33%) Multithreading
2 2 (33.33%) SOA
2 2 (33.33%) Software Delivery
2 2 (33.33%) Software Engineering
2 2 (33.33%) TDD
2 2 (33.33%) Test Automation
2 2 (33.33%) Unit Testing
Programming Languages
1 6 (100.00%) Java
2 4 (66.67%) C
2 4 (66.67%) C++
2 4 (66.67%) JavaScript
2 4 (66.67%) Python
3 2 (33.33%) C#
System Software
1 4 (66.67%) Docker
Systems Management
1 6 (100.00%) Kubernetes
2 2 (33.33%) Terraform