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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 226 292 267
Rank change year-on-year +66 -25 +1
Permanent jobs citing Data Structures 145 85 216
As % of all permanent jobs advertised in the North of England 0.89% 0.65% 1.13%
As % of the Miscellaneous category 3.08% 1.58% 2.64%
Number of salaries quoted 66 73 78
10th Percentile £28,250 £36,500 £37,500
25th Percentile £46,250 £42,500 £46,250
Median annual salary (50th Percentile) £58,750 £50,000 £57,000
Median % change year-on-year +17.50% -12.28% +20.00%
75th Percentile £90,000 £67,500 £67,500
90th Percentile £110,000 £79,500 £85,000
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +3.85%

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 4,706 5,384 8,177
As % of all permanent jobs advertised in the North of England 28.87% 41.48% 42.67%
Number of salaries quoted 2,872 2,853 4,681
10th Percentile £28,025 £32,500 £30,000
25th Percentile £37,500 £41,500 £40,000
Median annual salary (50th Percentile) £51,500 £55,000 £52,839
Median % change year-on-year -6.36% +4.09% +5.68%
75th Percentile £67,500 £70,000 £68,750
90th Percentile £81,175 £85,000 £82,500
England median annual salary £56,124 £65,000 £62,500
% change year-on-year -13.66% +4.00% +4.17%

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 26 July 2024.

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 26 July 2024. 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 +103 126 £82,500 +83.33% 8
Yorkshire +15 13 £40,500 -19.00% 2
North East -20 6 £47,500 -0.36% 4
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 6 (4.14%) Apache Spark
1 6 (4.14%) Confluence
Applications
1 8 (5.52%) Microsoft Excel
Business Applications
1 3 (2.07%) NetSuite
Cloud Services
1 116 (80.00%) Azure
2 77 (53.10%) IBM Cloud
3 75 (51.72%) Azure DevOps
4 45 (31.03%) Serverless
5 41 (28.28%) Azure API Management
5 41 (28.28%) Azure Functions
5 41 (28.28%) Azure Logic Apps
5 41 (28.28%) Azure Service Bus
6 11 (7.59%) Power Platform
7 10 (6.90%) AWS
7 10 (6.90%) GitHub
8 7 (4.83%) SaaS
9 6 (4.14%) Azure Data Factory
9 6 (4.14%) Microsoft 365
10 4 (2.76%) AWS Lambda
11 3 (2.07%) Amazon S3
11 3 (2.07%) Contentful
12 1 (0.69%) GCP
12 1 (0.69%) PaaS
Database & Business Intelligence
1 83 (57.24%) NoSQL
2 79 (54.48%) PostgreSQL
3 78 (53.79%) MongoDB
4 77 (53.10%) DB2
5 42 (28.97%) Relational Database
6 27 (18.62%) Data Vault
7 15 (10.34%) SQL Server
8 11 (7.59%) Power BI
9 9 (6.21%) Data Warehouse
10 8 (5.52%) Delta Lake
10 8 (5.52%) MySQL
11 6 (4.14%) Azure SQL Database
11 6 (4.14%) Data Lake
11 6 (4.14%) Data Mining
11 6 (4.14%) Metadata
12 3 (2.07%) Redis
13 1 (0.69%) SQLite
Development Applications
1 34 (23.45%) JIRA
2 3 (2.07%) TeamCity
3 1 (0.69%) Git
3 1 (0.69%) Oracle Forms
3 1 (0.69%) Postman
3 1 (0.69%) SoapUI
3 1 (0.69%) Visual Studio
General
1 77 (53.10%) Public Sector
2 37 (25.52%) Inclusion and Diversity
3 19 (13.10%) Finance
4 15 (10.34%) Social Skills
5 7 (4.83%) Analytical Skills
6 6 (4.14%) Organisational Skills
7 3 (2.07%) Games
7 3 (2.07%) Law
8 2 (1.38%) Banking
9 1 (0.69%) Advertising
9 1 (0.69%) Influencing Skills
9 1 (0.69%) Publishing
9 1 (0.69%) Retail
Job Titles
1 48 (33.10%) Developer
2 42 (28.97%) Full Stack Developer
3 41 (28.28%) Azure Developer
4 36 (24.83%) Azure Engineer
4 36 (24.83%) Data Engineer
4 36 (24.83%) Full Stack Engineer
5 22 (15.17%) Informatica Engineer
6 20 (13.79%) Senior
7 13 (8.97%) Lead
7 13 (8.97%) Senior Data Engineer
8 12 (8.28%) Lead Data Engineer
9 6 (4.14%) Technical Support
9 6 (4.14%) Technical Support Executive
10 4 (2.76%) Integration Specialist
10 4 (2.76%) Technical Specialist
11 3 (2.07%) Administrator
11 3 (2.07%) Architect
11 3 (2.07%) Data Architect
11 3 (2.07%) Software Developer
11 3 (2.07%) Software Engineer
Libraries, Frameworks & Software Standards
1 85 (58.62%) .NET
2 84 (57.93%) ASP.NET
3 81 (55.86%) Vue
4 80 (55.17%) React
4 80 (55.17%) REST
5 78 (53.79%) AngularJS
5 78 (53.79%) ASP.NET Core
5 78 (53.79%) CSS
5 78 (53.79%) HTML
5 78 (53.79%) Web Services
6 77 (53.10%) Backbone.js
6 77 (53.10%) Ember.js
6 77 (53.10%) jQuery
6 77 (53.10%) Twitter Bootstrap
7 47 (32.41%) Node.js
8 14 (9.66%) PySpark
9 7 (4.83%) .NET Core
9 7 (4.83%) RESTful
9 7 (4.83%) XML
10 6 (4.14%) ASP.NET MVC
Miscellaneous
1 85 (58.62%) Algorithms
2 77 (53.10%) Blockchain
2 77 (53.10%) Hybrid Cloud
3 36 (24.83%) e-Learning
4 15 (10.34%) Reinsurance
5 14 (9.66%) Public Cloud
6 7 (4.83%) Management Information System
7 4 (2.76%) Client/Server
8 3 (2.07%) Analytical Mindset
8 3 (2.07%) Online Games
9 2 (1.38%) Product Ownership
10 1 (0.69%) Distributed Applications
10 1 (0.69%) Enterprise Cloud
Operating Systems
1 78 (53.79%) Linux
2 77 (53.10%) Android
2 77 (53.10%) Apple iOS
2 77 (53.10%) Windows
3 6 (4.14%) Mac OS
4 1 (0.69%) Unix
Processes & Methodologies
1 84 (57.93%) MVC
2 83 (57.24%) Artificial Intelligence
3 82 (56.55%) Design Patterns
3 82 (56.55%) OOP
4 81 (55.86%) Full Stack Development
5 79 (54.48%) Web Development
6 78 (53.79%) OO
7 77 (53.10%) Co-Creation
7 77 (53.10%) Design Thinking
7 77 (53.10%) MVVM
7 77 (53.10%) Responsive Web Design
7 77 (53.10%) SOLID
7 77 (53.10%) User Experience
8 73 (50.34%) Agile
9 68 (46.90%) DevOps
10 41 (28.28%) API Management
10 41 (28.28%) Code Quality
10 41 (28.28%) Generative AI
11 37 (25.52%) Mentoring
12 36 (24.83%) Coaching
Programming Languages
1 101 (69.66%) SQL
2 85 (58.62%) C#
3 81 (55.86%) JavaScript
4 62 (42.76%) Python
5 42 (28.97%) Java
6 6 (4.14%) TypeScript
7 1 (0.69%) AWK
7 1 (0.69%) Bash
7 1 (0.69%) C
7 1 (0.69%) COBOL
7 1 (0.69%) Perl
7 1 (0.69%) PL/SQL
7 1 (0.69%) PowerShell
7 1 (0.69%) Shell Script
Qualifications
1 17 (11.72%) Degree
2 5 (3.45%) Computer Science Degree
3 1 (0.69%) HNC
3 1 (0.69%) Master's Degree
Quality Assurance & Compliance
1 33 (22.76%) Data Quality
2 6 (4.14%) SLA
3 1 (0.69%) Accessibility
3 1 (0.69%) QA
System Software
1 4 (2.76%) Docker
Systems Management
1 3 (2.07%) Terraform
2 1 (0.69%) Kubernetes
Vendors
1 77 (53.10%) IBM
1 77 (53.10%) Red Hat
2 36 (24.83%) Informatica
3 33 (22.76%) Databricks
4 16 (11.03%) Oracle
5 6 (4.14%) Microsoft