Data Structures Job Trends in the North East

Data Structures
England > North East

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the North East. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 28 September 2026, comparing them to the same period in the previous two years.

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 125 74 -
Rank change year-on-year -51 - -
Permanent jobs citing Data Structures 17 3 0
As % of all permanent jobs in the North East 0.49% 0.31% -
As % of the Miscellaneous category 2.09% 0.93% -
Number of salaries quoted 15 2 0
10th Percentile £31,250 - -
25th Percentile £48,371 £107,500 -
Median annual salary (50th Percentile) £55,000 £115,000 -
Median % change year-on-year -52.17% - -
75th Percentile £61,250 £122,500 -
90th Percentile £67,250 - -
England median annual salary £65,000 £74,750 £70,000
% change year-on-year -13.04% +6.79% +7.69%

All Generic Skills
North East

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 the North East.

Permanent vacancies with a requirement for generic IT skills 815 324 323
As % of all permanent jobs advertised in the North East 23.44% 33.64% 23.20%
Number of salaries quoted 587 154 134
10th Percentile £32,000 £25,000 £31,250
25th Percentile £41,250 £30,675 £36,250
Median annual salary (50th Percentile) £55,000 £45,000 £50,000
Median % change year-on-year +22.22% -10.00% -9.09%
75th Percentile £80,000 £62,188 £67,125
90th Percentile £92,500 £73,000 £85,000
England median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% -6.98%

Data Structures
Job Vacancy Trend in the North East

Historical trend showing the proportion of permanent IT job postings citing Data Structures relative to all permanent IT jobs advertised in the North East.

Data Structures job vacancy trend in the North East

Data Structures
Salary Trend in the North East

Salary distribution trend for jobs in the North East citing Data Structures.

Salary distribution trend for jobs in the North East citing Data Structures

Data Structures
Salary Histogram in the North East

Salary distribution for jobs citing Data Structures in the North East over the 6 months to 28 September 2026.

Salary histogram for Data Structures in the North East

Data Structures
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the North East region over the 6 months to 28 September 2026. 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
Tyne and Wear -57 17 £55,000 -52.17% 16
Data Structures
England

Data Structures
Co-Occurring Skills & Capabilities in the North East by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 9 (52.94%) Apache
1 9 (52.94%) Apache Airflow
1 9 (52.94%) Apache Spark
1 9 (52.94%) Jupyter
Cloud Services
1 11 (64.71%) AWS
2 9 (52.94%) Amazon CloudWatch
2 9 (52.94%) Amazon EC2
2 9 (52.94%) Amazon ECR
2 9 (52.94%) Amazon EMR
2 9 (52.94%) Amazon S3
2 9 (52.94%) Textract
3 3 (17.65%) Azure
4 2 (11.76%) GCP
5 1 (5.88%) Azure AI
5 1 (5.88%) Azure Cosmos DB
5 1 (5.88%) Azure Data Factory
5 1 (5.88%) IaaS
5 1 (5.88%) PaaS
5 1 (5.88%) Power Platform
5 1 (5.88%) SaaS
Database & Business Intelligence
1 9 (52.94%) Amazon Athena
2 7 (41.18%) DynamoDB
3 1 (5.88%) Azure SQL Database
3 1 (5.88%) Data Lake
3 1 (5.88%) Metadata
3 1 (5.88%) Power BI
Development Applications
1 9 (52.94%) GitLab
General
1 8 (47.06%) Inclusion and Diversity
2 5 (29.41%) Finance
3 4 (23.53%) Analytical Skills
4 3 (17.65%) Financial Institution
5 2 (11.76%) Public Sector
6 1 (5.88%) Billing
6 1 (5.88%) General Ledger
6 1 (5.88%) Law
Job Titles
1 7 (41.18%) AWS DevOps
2 3 (17.65%) Computer Engineer
2 3 (17.65%) Computer Science Graduate
2 3 (17.65%) Developer
2 3 (17.65%) Graduate
2 3 (17.65%) Graduate Software Engineer
2 3 (17.65%) Software Engineer
3 2 (11.76%) Architect
3 2 (11.76%) Data Architect
3 2 (11.76%) Data Engineer
3 2 (11.76%) Software Developer
4 1 (5.88%) Azure Architect
4 1 (5.88%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 9 (52.94%) PySpark
1 9 (52.94%) Terraform
2 5 (29.41%) .NET
Miscellaneous
1 5 (29.41%) Algorithms
1 5 (29.41%) Hedge funds
2 3 (17.65%) Client/Server
3 2 (11.76%) Cloud Native
3 2 (11.76%) Distributed Systems
3 2 (11.76%) Public Cloud
Processes & Methodologies
1 11 (64.71%) Data Modelling
2 10 (58.82%) Agile
2 10 (58.82%) CI/CD
2 10 (58.82%) Data Engineering
2 10 (58.82%) Data Pipeline
2 10 (58.82%) DevOps
2 10 (58.82%) Mentoring
3 9 (52.94%) Containerisation
3 9 (52.94%) Data Analysis
3 9 (52.94%) Infrastructure as Code
3 9 (52.94%) Validation
3 9 (52.94%) Workflow
4 8 (47.06%) Technical Leadership
5 7 (41.18%) Coaching
5 7 (41.18%) Computer Science
5 7 (41.18%) Customer Requirements
5 7 (41.18%) Dimensional Modelling
5 7 (41.18%) Infrastructure Automation
5 7 (41.18%) Problem-Solving
5 7 (41.18%) User-Centered Design (UCD)
Programming Languages
1 14 (82.35%) Python
2 11 (64.71%) SQL
3 5 (29.41%) C#
3 5 (29.41%) Java
4 3 (17.65%) C++
Qualifications
1 9 (52.94%) SC Cleared
1 9 (52.94%) Security Cleared
2 7 (41.18%) Degree
3 2 (11.76%) Computer Science Degree
4 1 (5.88%) Azure Certification
Quality Assurance & Compliance
1 9 (52.94%) Data Quality
System Software
1 9 (52.94%) Docker
Vendors
1 3 (17.65%) Microsoft
2 1 (5.88%) Aderant