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 30 May 2026, comparing them to the same period in the previous two years.

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 94 58 97
Rank change year-on-year -36 +39 -1
Permanent jobs citing Data Structures 10 3 17
As % of all permanent jobs in the North East 0.45% 0.49% 0.86%
As % of the Miscellaneous category 1.96% 1.12% 3.02%
Number of salaries quoted 8 3 16
10th Percentile £30,650 - £35,375
25th Percentile £47,188 £107,500 £42,500
Median annual salary (50th Percentile) £57,500 £115,000 £71,500
Median % change year-on-year -50.00% +60.84% +49.98%
75th Percentile £65,938 £122,500 £73,250
90th Percentile £68,750 - -
England median annual salary £72,500 £70,996 £70,000
% change year-on-year +2.12% +1.42% +3.70%

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 510 269 562
As % of all permanent jobs advertised in the North East 22.89% 44.17% 28.37%
Number of salaries quoted 316 101 461
10th Percentile £32,500 £28,188 £30,000
25th Percentile £41,088 £40,500 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £47,500
Median % change year-on-year +4.76% +10.53% -0.44%
75th Percentile £70,000 £67,500 £67,500
90th Percentile £90,000 £85,000 £77,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -15.38%

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 30 May 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 30 May 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 -39 10 £57,500 -50.00% 5
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 5 (50.00%) Apache
2 4 (40.00%) Apache Airflow
2 4 (40.00%) Apache Spark
2 4 (40.00%) Jupyter
Cloud Services
1 7 (70.00%) AWS
2 5 (50.00%) Amazon S3
3 4 (40.00%) Amazon CloudWatch
3 4 (40.00%) Amazon EC2
3 4 (40.00%) Amazon ECR
3 4 (40.00%) Amazon EMR
3 4 (40.00%) Azure
3 4 (40.00%) Textract
4 3 (30.00%) GCP
5 1 (10.00%) Azure AI
5 1 (10.00%) Azure Cosmos DB
5 1 (10.00%) Azure Data Factory
5 1 (10.00%) IaaS
5 1 (10.00%) PaaS
5 1 (10.00%) Power Platform
5 1 (10.00%) SaaS
Database & Business Intelligence
1 5 (50.00%) Amazon Athena
2 2 (20.00%) Data Lake
2 2 (20.00%) DynamoDB
3 1 (10.00%) Amazon Redshift
3 1 (10.00%) Apache Iceberg
3 1 (10.00%) Azure SQL Database
3 1 (10.00%) Data Vault
3 1 (10.00%) Delta Lake
3 1 (10.00%) Metadata
3 1 (10.00%) Power BI
Development Applications
1 4 (40.00%) GitLab
General
1 3 (30.00%) Finance
2 2 (20.00%) Analytical Skills
2 2 (20.00%) Inclusion and Diversity
2 2 (20.00%) Public Sector
Job Titles
1 2 (20.00%) Architect
1 2 (20.00%) AWS DevOps
1 2 (20.00%) Data Architect
1 2 (20.00%) Data Engineer
1 2 (20.00%) Developer
1 2 (20.00%) Graduate
1 2 (20.00%) Graduate Software Engineer
1 2 (20.00%) Software Developer
1 2 (20.00%) Software Engineer
2 1 (10.00%) Azure Architect
2 1 (10.00%) Azure Data Architect
2 1 (10.00%) Computer Engineer
2 1 (10.00%) Computer Science Graduate
Libraries, Frameworks & Software Standards
1 4 (40.00%) .NET
1 4 (40.00%) PySpark
2 1 (10.00%) .NET Core
Miscellaneous
1 4 (40.00%) Algorithms
1 4 (40.00%) Client/Server
1 4 (40.00%) Hedge funds
2 3 (30.00%) Cloud Native
3 2 (20.00%) Distributed Systems
3 2 (20.00%) Public Cloud
Processes & Methodologies
1 6 (60.00%) Data Engineering
1 6 (60.00%) Data Modelling
2 5 (50.00%) CI/CD
2 5 (50.00%) Computer Science
2 5 (50.00%) Data Pipeline
2 5 (50.00%) DevOps
3 4 (40.00%) Agile
3 4 (40.00%) Containerisation
3 4 (40.00%) Data Analysis
3 4 (40.00%) Data Governance
3 4 (40.00%) Design Patterns
3 4 (40.00%) Infrastructure as Code
3 4 (40.00%) Mentoring
3 4 (40.00%) OOP
3 4 (40.00%) Problem-Solving
3 4 (40.00%) SDLC
3 4 (40.00%) Software Engineering
3 4 (40.00%) Validation
3 4 (40.00%) Workflow
4 3 (30.00%) Technical Leadership
Programming Languages
1 8 (80.00%) Python
2 6 (60.00%) SQL
3 4 (40.00%) C#
3 4 (40.00%) Java
4 2 (20.00%) C++
Qualifications
1 5 (50.00%) Degree
2 4 (40.00%) SC Cleared
2 4 (40.00%) Security Cleared
3 2 (20.00%) Computer Science Degree
4 1 (10.00%) Azure Certification
Quality Assurance & Compliance
1 5 (50.00%) Data Quality
System Software
1 4 (40.00%) Docker
Systems Management
1 4 (40.00%) Terraform
Vendors
1 4 (40.00%) Microsoft