Period
to

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 19 August 2022 with a comparison to the same period over the previous 2 years.

Data Structures
Scotland > Glasgow
6 months to
19 Aug 2022
Same period 2021 Same period 2020
Rank 102 82 69
Rank change year-on-year -20 -13 +60
Permanent jobs citing Data Structures 14 26 11
As % of all permanent jobs advertised in Glasgow 0.92% 1.95% 1.37%
As % of the Miscellaneous category 2.60% 5.49% 3.50%
Number of salaries quoted 11 2 8
10th Percentile £30,442 £36,875 £45,100
25th Percentile £31,005 £37,813 £47,313
Median annual salary (50th Percentile) £33,426 £41,250 £55,000
Median % change year-on-year -18.97% -25.00% -
75th Percentile £50,265 £45,313 £58,750
90th Percentile £53,029 £46,625 £64,750
Scotland median annual salary £33,426 £45,000 £53,750
% change year-on-year -25.72% -16.28% +47.26%

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 Glasgow with a requirement for generic IT skills.

All Generic Skills
Glasgow
Permanent vacancies with a requirement for generic IT skills 538 474 314
As % of all permanent IT jobs advertised in Glasgow 35.51% 35.64% 39.15%
Number of salaries quoted 258 288 230
10th Percentile £30,442 £35,000 £29,750
25th Percentile £38,750 £39,750 £37,750
Median annual salary (50th Percentile) £52,500 £50,000 £45,000
Median % change year-on-year +5.00% +11.11% -1.10%
75th Percentile £65,000 £70,000 £55,000
90th Percentile £77,150 £81,250 £61,350
Scotland median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -

Data Structures
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Structures in Glasgow

Data Structures
Salary Trend in Glasgow

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

Salary trend for Data Structures in Glasgow

Data Structures
Salary Histogram in Glasgow

Salary distribution for jobs citing Data Structures in Glasgow over the 6 months to 19 August 2022.

Salary histogram for Data Structures in Glasgow

For the 6 months to 19 August 2022, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Data Structures.

1 13 (92.86%) Finance
1 13 (92.86%) Problem-Solving
2 12 (85.71%) SQL
3 11 (78.57%) Microsoft
3 11 (78.57%) Social Skills
4 10 (71.43%) Microsoft Excel
4 10 (71.43%) Microsoft Office
5 9 (64.29%) Business Intelligence
5 9 (64.29%) Analytics
5 9 (64.29%) Power Platform
5 9 (64.29%) Power BI
6 8 (57.14%) Records Management
6 8 (57.14%) Banking
6 8 (57.14%) SQL Server Reporting Services
6 8 (57.14%) Data Analysis
6 8 (57.14%) SQL Server Integration Services
6 8 (57.14%) Marketing
6 8 (57.14%) SQL Server
6 8 (57.14%) Data Security
6 8 (57.14%) Teradata
6 8 (57.14%) Data Warehouse
6 8 (57.14%) BusinessObjects
7 5 (35.71%) Data Management
8 4 (28.57%) Workflow
8 4 (28.57%) Analytical Skills
9 3 (21.43%) Microservices
9 3 (21.43%) Algorithms
9 3 (21.43%) Continuous Delivery
9 3 (21.43%) Public Cloud
9 3 (21.43%) Concurrent Programming

Data Structures
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 10 (71.43%) Microsoft Excel
1 10 (71.43%) Microsoft Office
2 2 (14.29%) Microsoft PowerPoint
Business Applications
1 2 (14.29%) SAP APO
1 2 (14.29%) SAP MDG
Cloud Services
1 9 (64.29%) Power Platform
2 3 (21.43%) AWS
2 3 (21.43%) Azure
2 3 (21.43%) Semaphore
3 1 (7.14%) Power Automate
Database & Business Intelligence
1 9 (64.29%) Power BI
2 8 (57.14%) BusinessObjects
2 8 (57.14%) Data Warehouse
2 8 (57.14%) SQL Server
2 8 (57.14%) SQL Server Integration Services
2 8 (57.14%) SQL Server Reporting Services
3 3 (21.43%) Big Data
3 3 (21.43%) Elasticsearch
3 3 (21.43%) Relational Database
Development Applications
1 3 (21.43%) Git (software)
General
1 13 (92.86%) Finance
2 11 (78.57%) Social Skills
3 8 (57.14%) Banking
3 8 (57.14%) Marketing
4 4 (28.57%) Analytical Skills
5 3 (21.43%) Manufacturing
Job Titles
1 6 (42.86%) Analyst
1 6 (42.86%) Senior Analyst
2 3 (21.43%) Data Analyst
2 3 (21.43%) Report Analyst
2 3 (21.43%) Senior Data Analyst
2 3 (21.43%) Senior Reporting Analyst
3 2 (14.29%) Administrator
3 2 (14.29%) Data Administrator
3 2 (14.29%) Master Data Administrator
3 2 (14.29%) Report Manager
4 1 (7.14%) Angular Developer
4 1 (7.14%) Business Intelligence Lead
4 1 (7.14%) Developer
4 1 (7.14%) Java Developer
4 1 (7.14%) Lead Developer
4 1 (7.14%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 3 (21.43%) AngularJS
1 3 (21.43%) HTML
1 3 (21.43%) HTML5
1 3 (21.43%) J2EE
1 3 (21.43%) Kafka
1 3 (21.43%) RESTful
1 3 (21.43%) Spring
1 3 (21.43%) Web Services
Miscellaneous
1 3 (21.43%) Algorithms
1 3 (21.43%) Public Cloud
2 2 (14.29%) Management Information System
Operating Systems
1 3 (21.43%) Unix
Processes & Methodologies
1 13 (92.86%) Problem-Solving
2 9 (64.29%) Analytics
2 9 (64.29%) Business Intelligence
3 8 (57.14%) Data Analysis
3 8 (57.14%) Data Security
3 8 (57.14%) Records Management
4 5 (35.71%) Data Management
5 4 (28.57%) Workflow
6 3 (21.43%) Agile
6 3 (21.43%) Continuous Integration
6 3 (21.43%) Integration Testing
6 3 (21.43%) Microservices
6 3 (21.43%) Migration
6 3 (21.43%) Multithreaded Programming
6 3 (21.43%) Multithreading
6 3 (21.43%) Requirements Gathering
6 3 (21.43%) Scrum
6 3 (21.43%) Software Architecture
6 3 (21.43%) Unit Testing
6 3 (21.43%) User Acceptance Testing
Programming Languages
1 12 (85.71%) SQL
2 3 (21.43%) Java
2 3 (21.43%) JavaScript
Qualifications
1 3 (21.43%) Degree
1 3 (21.43%) Master's Degree
Quality Assurance & Compliance
1 2 (14.29%) QA
Vendors
1 11 (78.57%) Microsoft
2 8 (57.14%) Teradata
3 2 (14.29%) Oracle
3 2 (14.29%) SAP