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 advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 1 June 2024 with a comparison to the same period over the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 73 130 134
Rank change year-on-year +57 +4 -32
Permanent jobs citing Data Structures 34 8 26
As % of all permanent jobs advertised in Edinburgh 2.23% 0.43% 1.02%
As % of the Miscellaneous category 7.64% 1.12% 2.10%
Number of salaries quoted 20 7 3
10th Percentile £54,131 £55,248 -
25th Percentile £55,000 £61,180 £48,750
Median annual salary (50th Percentile) £72,788 £80,294 £52,500
Median % change year-on-year -9.35% +52.94% -33.33%
75th Percentile £75,000 £89,852 £59,375
90th Percentile £96,539 £101,511 £61,250
Scotland median annual salary £72,788 £69,447 £45,000
% change year-on-year +4.81% +54.33% -25.00%

All Generic Skills
Edinburgh

Data Structures is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 445 716 1,236
As % of all permanent jobs advertised in Edinburgh 29.18% 38.56% 48.57%
Number of salaries quoted 332 411 615
10th Percentile £31,250 £37,250 £37,500
25th Percentile £43,817 £45,000 £45,000
Median annual salary (50th Percentile) £60,000 £59,526 £60,000
Median % change year-on-year +0.80% -0.79% +13.21%
75th Percentile £74,000 £77,715 £75,000
90th Percentile £87,005 £97,328 £85,000
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +10.00%

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 1 June 2024.

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:

Application Platforms
1 14 (41.18%) Apache Spark
Cloud Services
1 14 (41.18%) Amazon S3
1 14 (41.18%) Amazon SQS
1 14 (41.18%) AWS
1 14 (41.18%) GCP
1 14 (41.18%) Google Docs
1 14 (41.18%) Lucidchart
1 14 (41.18%) Miro
1 14 (41.18%) SaaS
1 14 (41.18%) Slack
2 7 (20.59%) GitHub
3 5 (14.71%) Cloud Computing
Database & Business Intelligence
1 14 (41.18%) Big Data
1 14 (41.18%) Elasticsearch
1 14 (41.18%) Hadoop
1 14 (41.18%) Redis
1 14 (41.18%) Scylla
General
1 18 (52.94%) Inclusion and Diversity
2 17 (50.00%) Social Skills
3 7 (20.59%) Finance
3 7 (20.59%) Multimedia
4 6 (17.65%) Banking
5 5 (14.71%) Telecoms
Job Titles
1 14 (41.18%) Principal Engineer
1 14 (41.18%) Principal Software Engineer
1 14 (41.18%) Software Engineer
2 8 (23.53%) Data Scientist
3 7 (20.59%) 3D Developer
3 7 (20.59%) Developer
3 7 (20.59%) JavaScript Developer
4 6 (17.65%) Senior Data Scientist
5 3 (8.82%) Lead
5 3 (8.82%) Lead Data Scientist
5 3 (8.82%) Senior
6 2 (5.88%) Junior
6 2 (5.88%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 14 (41.18%) GraphQL
1 14 (41.18%) Kafka
2 8 (23.53%) Pandas
3 7 (20.59%) CSS
3 7 (20.59%) Node.js
3 7 (20.59%) React
3 7 (20.59%) WebGL
4 5 (14.71%) XGBoost
Miscellaneous
1 26 (76.47%) Algorithms
2 7 (20.59%) Augmented Reality
2 7 (20.59%) Virtual Reality
3 5 (14.71%) Distributed Computing
Processes & Methodologies
1 22 (64.71%) Data Science
2 14 (41.18%) Computer Security
2 14 (41.18%) Cyber Threat Intelligence
2 14 (41.18%) Cybersecurity
2 14 (41.18%) High Availability
2 14 (41.18%) Problem-Solving
2 14 (41.18%) Software Engineering
2 14 (41.18%) Threat Intelligence
2 14 (41.18%) User Experience
2 14 (41.18%) UX Research
3 13 (38.24%) Artificial Intelligence
4 8 (23.53%) Decision Tree
4 8 (23.53%) LLM
4 8 (23.53%) Machine Learning
4 8 (23.53%) Natural Language Processing
4 8 (23.53%) Random Forest
4 8 (23.53%) Statistical Modelling
4 8 (23.53%) Use Case
5 7 (20.59%) Data Visualisation
5 7 (20.59%) Open Source
Programming Languages
1 22 (64.71%) Python
2 19 (55.88%) Go
2 19 (55.88%) Java
3 14 (41.18%) Bash
3 14 (41.18%) Scala
4 8 (23.53%) SQL
5 7 (20.59%) JavaScript
5 7 (20.59%) TypeScript
6 5 (14.71%) C
6 5 (14.71%) C++
6 5 (14.71%) Rust
Qualifications
1 5 (14.71%) Degree
1 5 (14.71%) Master's Degree
1 5 (14.71%) PhD
Systems Management
1 14 (41.18%) Kubernetes
Vendors
1 14 (41.18%) Dell
1 14 (41.18%) Google