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 advertised in the North of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 1 June 2024 with a comparison to the same period over the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 214 332 154
Rank change year-on-year +118 -178 +105
Permanent jobs citing Data Structures 193 98 441
As % of all permanent jobs advertised in the North of England 1.02% 0.61% 2.39%
As % of the Miscellaneous category 3.42% 1.49% 5.32%
Number of salaries quoted 111 77 96
10th Percentile £35,000 £37,760 £37,500
25th Percentile £45,000 £46,350 £47,500
Median annual salary (50th Percentile) £71,500 £50,985 £55,794
Median % change year-on-year +40.24% -8.62% +11.59%
75th Percentile £90,000 £71,250 £67,500
90th Percentile - £86,941 £85,000
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

All Generic Skills
North of England

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 the North of England with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 5,644 6,597 8,290
As % of all permanent jobs advertised in the North of England 29.93% 40.88% 44.96%
Number of salaries quoted 4,013 3,000 4,343
10th Percentile £27,000 £32,500 £30,000
25th Percentile £35,750 £41,250 £39,750
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +5.00%
75th Percentile £66,000 £70,000 £67,500
90th Percentile £80,000 £85,000 £82,500
England median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +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 1 June 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 1 June 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 +121 160 £80,000 +15.20% 11
North East -10 17 £71,500 +49.98%
Yorkshire +20 16 £50,000 - 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 2 (1.04%) Apache Spark
1 2 (1.04%) Confluence
2 1 (0.52%) SharePoint
Applications
1 3 (1.55%) Microsoft Excel
Business Applications
1 3 (1.55%) NetSuite
2 2 (1.04%) MIS ActiveH
Cloud Services
1 148 (76.68%) Azure
2 86 (44.56%) Azure DevOps
3 78 (40.41%) IBM Cloud
4 56 (29.02%) Serverless
5 44 (22.80%) Azure Logic Apps
6 41 (21.24%) Azure API Management
6 41 (21.24%) Azure Functions
6 41 (21.24%) Azure Service Bus
7 18 (9.33%) AWS
7 18 (9.33%) Azure Cosmos DB
7 18 (9.33%) Matillion
7 18 (9.33%) Snowflake
8 14 (7.25%) GitHub
9 12 (6.22%) AWS Lambda
10 10 (5.18%) Power Platform
11 4 (2.07%) Microsoft 365
12 3 (1.55%) Azure Service Fabric
12 3 (1.55%) Cloud Computing
12 3 (1.55%) Contentful
12 3 (1.55%) PowerApps
Database & Business Intelligence
1 80 (41.45%) NoSQL
2 79 (40.93%) MongoDB
2 79 (40.93%) PostgreSQL
3 78 (40.41%) DB2
4 53 (27.46%) SQL Server
5 42 (21.76%) Data Vault
5 42 (21.76%) Relational Database
6 26 (13.47%) Delta Lake
7 22 (11.40%) Data Warehouse
8 20 (10.36%) Data Lake
9 18 (9.33%) Elasticsearch
9 18 (9.33%) Star Schema
10 14 (7.25%) MySQL
11 11 (5.70%) Redis
12 10 (5.18%) Power BI
13 2 (1.04%) Azure SQL Database
13 2 (1.04%) Data Mining
13 2 (1.04%) Metadata
Development Applications
1 45 (23.32%) JIRA
2 18 (9.33%) GitLab
3 11 (5.70%) TeamCity
4 1 (0.52%) Git
4 1 (0.52%) Postman
4 1 (0.52%) SoapUI
4 1 (0.52%) Visual Studio
General
1 78 (40.41%) Public Sector
2 38 (19.69%) Inclusion and Diversity
3 23 (11.92%) Finance
4 13 (6.74%) Social Skills
5 11 (5.70%) Games
6 8 (4.15%) Banking
7 7 (3.63%) Analytical Skills
8 3 (1.55%) Retail
9 2 (1.04%) Law
9 2 (1.04%) Social Housing
10 1 (0.52%) Advertising
10 1 (0.52%) Influencing Skills
10 1 (0.52%) Organisational Skills
10 1 (0.52%) Police
10 1 (0.52%) Publishing
Job Titles
1 64 (33.16%) Data Engineer
2 57 (29.53%) Developer
3 45 (23.32%) Full Stack Developer
4 41 (21.24%) Azure Developer
5 37 (19.17%) Azure Engineer
5 37 (19.17%) Full Stack Engineer
6 27 (13.99%) Senior
7 26 (13.47%) Informatica Engineer
8 16 (8.29%) Lead
9 11 (5.70%) Senior Data Engineer
10 10 (5.18%) Software Engineer
11 8 (4.15%) .NET Software Engineer
11 8 (4.15%) C# Software Engineer
11 8 (4.15%) Lead Data Engineer
12 7 (3.63%) .NET Developer
12 7 (3.63%) Senior .NET Software Engineer
12 7 (3.63%) Senior C# Software Engineer
12 7 (3.63%) Senior Software Engineer
13 6 (3.11%) C# .NET Developer
13 6 (3.11%) C# Developer
Libraries, Frameworks & Software Standards
1 96 (49.74%) .NET
2 95 (49.22%) ASP.NET
3 90 (46.63%) Vue
4 84 (43.52%) HTML
5 83 (43.01%) React
5 83 (43.01%) REST
6 81 (41.97%) AngularJS
6 81 (41.97%) CSS
7 79 (40.93%) ASP.NET Core
7 79 (40.93%) Web Services
8 78 (40.41%) Backbone.js
8 78 (40.41%) Ember.js
8 78 (40.41%) jQuery
8 78 (40.41%) Twitter Bootstrap
9 55 (28.50%) Node.js
10 22 (11.40%) PySpark
11 16 (8.29%) .NET Core
12 14 (7.25%) ASP.NET MVC
12 14 (7.25%) RESTful
13 6 (3.11%) JSON
Miscellaneous
1 90 (46.63%) Algorithms
2 78 (40.41%) Blockchain
2 78 (40.41%) Hybrid Cloud
3 37 (19.17%) e-Learning
4 34 (17.62%) Reinsurance
5 33 (17.10%) Public Cloud
6 18 (9.33%) Self-Motivation
7 16 (8.29%) Client/Server
8 11 (5.70%) Online Games
9 4 (2.07%) Enterprise Cloud
10 3 (1.55%) Analytical Mindset
11 2 (1.04%) Distributed Applications
11 2 (1.04%) EPoS
11 2 (1.04%) Management Information System
11 2 (1.04%) Product Ownership
Operating Systems
1 81 (41.97%) Windows
2 78 (40.41%) Android
2 78 (40.41%) Apple iOS
2 78 (40.41%) Linux
3 3 (1.55%) Windows Server
4 1 (0.52%) Mac OS
Processes & Methodologies
1 104 (53.89%) Artificial Intelligence
2 97 (50.26%) Design Patterns
3 96 (49.74%) OOP
4 95 (49.22%) Agile
5 93 (48.19%) MVC
6 85 (44.04%) Full Stack Development
7 83 (43.01%) User Experience
8 80 (41.45%) OO
8 80 (41.45%) Web Development
9 78 (40.41%) Co-Creation
9 78 (40.41%) Design Thinking
9 78 (40.41%) MVVM
9 78 (40.41%) Responsive Web Design
9 78 (40.41%) SOLID
10 68 (35.23%) DevOps
11 66 (34.20%) Data Modelling
12 62 (32.12%) ETL
13 45 (23.32%) Scrum
14 44 (22.80%) Analytics
14 44 (22.80%) Problem-Solving
Programming Languages
1 145 (75.13%) SQL
2 96 (49.74%) C#
3 92 (47.67%) JavaScript
4 91 (47.15%) Python
5 45 (23.32%) Java
6 16 (8.29%) TypeScript
7 1 (0.52%) Go
7 1 (0.52%) Scala
Qualifications
1 21 (10.88%) Degree
2 4 (2.07%) Computer Science Degree
3 1 (0.52%) HNC
3 1 (0.52%) Master's Degree
Quality Assurance & Compliance
1 62 (32.12%) Data Quality
2 1 (0.52%) Accessibility
2 1 (0.52%) QA
2 1 (0.52%) SLA
System Software
1 13 (6.74%) Docker
Systems Management
1 11 (5.70%) Terraform
2 2 (1.04%) Kubernetes
Vendors
1 78 (40.41%) IBM
1 78 (40.41%) Red Hat
2 46 (23.83%) Informatica
3 44 (22.80%) Databricks
4 34 (17.62%) Oracle
5 4 (2.07%) Microsoft