Data Structures Jobs in the North of England

Data Structures
England > North of England

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the North of England. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 16 May 2025, comparing them to the same period in the previous two years.

6 months to
16 May 2025
Same period 2024 Same period 2023
Rank 308 211 328
Rank change year-on-year -97 +117 -181
Permanent jobs citing Data Structures 31 190 103
As % of all permanent jobs advertised in the North of England 0.27% 1.08% 0.61%
As % of the Miscellaneous category 0.81% 3.52% 1.53%
Number of salaries quoted 17 108 78
10th Percentile £42,500 £35,000 £37,803
25th Percentile £47,231 £42,500 £45,000
Median annual salary (50th Percentile) £60,000 £71,500 £50,985
Median % change year-on-year -16.08% +40.24% -8.62%
75th Percentile £84,250 £90,000 £70,313
90th Percentile £122,500 - £86,456
England median annual salary £71,991 £70,000 £68,823
% change year-on-year +2.84% +1.71% +5.88%

All Generic Skills
North of England

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 of England.

Permanent vacancies with a requirement for generic IT skills 3,843 5,399 6,745
As % of all permanent jobs advertised in the North of England 33.05% 30.79% 39.65%
Number of salaries quoted 1,555 4,002 3,067
10th Percentile £28,413 £27,000 £32,250
25th Percentile £40,000 £35,750 £41,250
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% +4.76%
75th Percentile £70,834 £66,250 £70,000
90th Percentile £86,250 £82,500 £85,000
England median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Job Vacancy Trend in the North of England

Job postings citing Data Structures as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Data Structures in the North of England

Data Structures
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Data Structures in the North of England.

Salary trend for Data Structures in the North of England

Data Structures
Salary Histogram in the North of England

Salary distribution for jobs citing Data Structures in the North of England over the 6 months to 16 May 2025.

Salary histogram for Data Structures in the North of England

Data Structures
Job Locations in the North of England

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 of England region over the 6 months to 16 May 2025. 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
North West -122 19 £57,500 -28.13% 24
Yorkshire +58 6 £62,254 +24.51% 10
North East +32 6 £103,750 +57.79% 16
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the North of England 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 3 (9.68%) Apache
1 3 (9.68%) GemFire
2 1 (3.23%) Apache Airflow
2 1 (3.23%) SAS
Applications
1 5 (16.13%) Microsoft Excel
2 2 (6.45%) Microsoft Office
3 1 (3.23%) GNU Octave
3 1 (3.23%) Microsoft PowerPoint
Business Applications
1 2 (6.45%) Sparx Enterprise Architect
2 1 (3.23%) Oracle Applications
Cloud Services
1 8 (25.81%) Azure
2 5 (16.13%) AWS
2 5 (16.13%) Power Platform
3 3 (9.68%) Power Automate
3 3 (9.68%) PowerApps
4 2 (6.45%) Amazon S3
4 2 (6.45%) Cloud Computing
4 2 (6.45%) Entra ID
4 2 (6.45%) GCP
4 2 (6.45%) npm
5 1 (3.23%) Azure DevOps
5 1 (3.23%) Azure Stack
5 1 (3.23%) ChatGPT
5 1 (3.23%) dbt
5 1 (3.23%) Dynamics 365
5 1 (3.23%) Google Analytics
5 1 (3.23%) Snowflake
5 1 (3.23%) Stitch
5 1 (3.23%) Twilio
Communications & Networking
1 1 (3.23%) RTP
Database & Business Intelligence
1 5 (16.13%) MongoDB
1 5 (16.13%) Relational Database
2 3 (9.68%) Apache Ignite
2 3 (9.68%) Data Warehouse
2 3 (9.68%) InterSystems Cache
2 3 (9.68%) NoSQL
2 3 (9.68%) Power BI
2 3 (9.68%) RDBMS
2 3 (9.68%) Redis
3 2 (6.45%) Big Data
3 2 (6.45%) SQL Server
4 1 (3.23%) Amazon Aurora
4 1 (3.23%) Amazon RDS
4 1 (3.23%) Amazon Redshift
4 1 (3.23%) Data Lake
4 1 (3.23%) Elasticsearch
4 1 (3.23%) MySQL
4 1 (3.23%) Oracle ODI
4 1 (3.23%) Oracle Reports
4 1 (3.23%) SAS Enterprise Guide
Development Applications
1 3 (9.68%) Git
2 2 (6.45%) Babel
2 2 (6.45%) ERwin
2 2 (6.45%) JIRA
2 2 (6.45%) webpack
3 1 (3.23%) GitLab
3 1 (3.23%) Jenkins
3 1 (3.23%) Maven
3 1 (3.23%) Oracle Forms
3 1 (3.23%) Visual Studio
General
1 9 (29.03%) Finance
2 5 (16.13%) Social Skills
3 4 (12.90%) Banking
4 3 (9.68%) Law
4 3 (9.68%) Retail
5 2 (6.45%) Front Office
5 2 (6.45%) Inclusion and Diversity
5 2 (6.45%) Marketing
5 2 (6.45%) Public Sector
6 1 (3.23%) Analytical Skills
6 1 (3.23%) Influencing Skills
Job Titles
1 16 (51.61%) Developer
2 7 (22.58%) Software Engineer
3 5 (16.13%) Senior
4 4 (12.90%) .NET Developer
4 4 (12.90%) Front-End Developer (Client-Side Developer)
4 4 (12.90%) Java Engineer
4 4 (12.90%) Senior Developer
5 3 (9.68%) .NET Software Developer
5 3 (9.68%) C# .NET Developer
5 3 (9.68%) C# Developer
5 3 (9.68%) C# Software Developer
5 3 (9.68%) Data Migration Developer
5 3 (9.68%) Java Server Engineer
5 3 (9.68%) React Developer
5 3 (9.68%) Senior .NET Software Developer
5 3 (9.68%) Senior C# .NET Developer
5 3 (9.68%) Senior C# Developer
5 3 (9.68%) Senior C# Software Developer
5 3 (9.68%) Senior Software Developer
5 3 (9.68%) Server Engineer
Libraries, Frameworks & Software Standards
1 8 (25.81%) .NET
2 6 (19.35%) Kafka
3 5 (16.13%) React
4 4 (12.90%) gRPC
4 4 (12.90%) Spring
5 3 (9.68%) .NET Core
5 3 (9.68%) JWT
5 3 (9.68%) Middleware
5 3 (9.68%) RabbitMQ
6 2 (6.45%) AngularJS
6 2 (6.45%) CSS
6 2 (6.45%) DOM
6 2 (6.45%) HTML
6 2 (6.45%) HTML5
6 2 (6.45%) Immutable.js
6 2 (6.45%) JSON
6 2 (6.45%) Redux
6 2 (6.45%) RESTful
6 2 (6.45%) Vue
7 1 (3.23%) .NET Framework
Miscellaneous
1 15 (48.39%) Algorithms
2 6 (19.35%) Client/Server
2 6 (19.35%) Distributed Systems
2 6 (19.35%) Hedge funds
3 3 (9.68%) Derivative
3 3 (9.68%) Public Cloud
4 2 (6.45%) Credit Derivative
4 2 (6.45%) Equities
4 2 (6.45%) Fixed Income
4 2 (6.45%) Foreign Exchange (FX)
4 2 (6.45%) Low-Code
4 2 (6.45%) Reference Data
4 2 (6.45%) Replication
4 2 (6.45%) Virtual Team
5 1 (3.23%) Clustering
5 1 (3.23%) Legacy Systems
5 1 (3.23%) Mobile App
5 1 (3.23%) Product Ownership
Operating Systems
1 4 (12.90%) Linux
1 4 (12.90%) Unix
2 1 (3.23%) Windows
Processes & Methodologies
1 13 (41.94%) OOP
2 12 (38.71%) Software Engineering
3 11 (35.48%) Computer Science
3 11 (35.48%) Design Patterns
3 11 (35.48%) Problem-Solving
4 8 (25.81%) Agile
4 8 (25.81%) Microservices
4 8 (25.81%) OO
5 6 (19.35%) ETL
5 6 (19.35%) SDLC
6 5 (16.13%) DevOps
6 5 (16.13%) Fintech
6 5 (16.13%) Front End Development
6 5 (16.13%) Multithreading
6 5 (16.13%) TDD
7 4 (12.90%) CI/CD
7 4 (12.90%) Data Management
7 4 (12.90%) Performance Tuning
8 3 (9.68%) End-to-End Testing
8 3 (9.68%) Full-Stack Development
Programming Languages
1 11 (35.48%) SQL
2 10 (32.26%) Java
3 7 (22.58%) C#
3 7 (22.58%) Python
4 4 (12.90%) PL/SQL
4 4 (12.90%) T-SQL
5 3 (9.68%) JavaScript
5 3 (9.68%) TypeScript
6 2 (6.45%) C++
7 1 (3.23%) Bash
7 1 (3.23%) C
7 1 (3.23%) Data Analysis Expressions
7 1 (3.23%) MATLAB
7 1 (3.23%) PowerShell
7 1 (3.23%) Rust
7 1 (3.23%) VBA
Qualifications
1 12 (38.71%) Degree
2 2 (6.45%) Computer Science Degree
3 1 (3.23%) DV Cleared
3 1 (3.23%) Microsoft Certification
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 3 (9.68%) Accessibility
2 2 (6.45%) Data Quality
2 2 (6.45%) QA
3 1 (3.23%) GDPR
3 1 (3.23%) ISO 9001
3 1 (3.23%) ISO/IEC 27001
System Software
1 1 (3.23%) Docker
Systems Management
1 3 (9.68%) Kubernetes
1 3 (9.68%) Terraform
2 1 (3.23%) Ansible
2 1 (3.23%) Progress Chef
2 1 (3.23%) Single Sign-On
Vendors
1 12 (38.71%) Microsoft
2 5 (16.13%) Oracle
3 3 (9.68%) Solace
3 3 (9.68%) TIBCO
4 2 (6.45%) ANSYS
4 2 (6.45%) BiZZdesign
4 2 (6.45%) Sparx
5 1 (3.23%) Facebook
5 1 (3.23%) ForgeRock
5 1 (3.23%) Google
5 1 (3.23%) Informatica
5 1 (3.23%) Ping Identity
5 1 (3.23%) Talend