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 16 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
16 Apr 2024
Same period 2023 Same period 2022
Rank 215 320 139
Rank change year-on-year +105 -181 +88
Permanent jobs citing Data Structures 184 118 444
As % of all permanent jobs advertised in the North of England 1.08% 0.66% 2.45%
As % of the Miscellaneous category 3.46% 1.64% 5.52%
Number of salaries quoted 108 85 115
10th Percentile £35,000 £38,100 £42,250
25th Percentile £42,219 £45,000 £47,500
Median annual salary (50th Percentile) £71,038 £52,500 £55,000
Median % change year-on-year +35.31% -4.55% +10.00%
75th Percentile £89,063 £72,647 £67,500
90th Percentile £90,000 £89,852 £73,000
England median annual salary £70,000 £69,447 £63,000
% change year-on-year +0.80% +10.23% -3.08%

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 5,321 7,195 8,047
As % of all permanent jobs advertised in the North of England 31.11% 40.25% 44.46%
Number of salaries quoted 3,976 3,155 4,321
10th Percentile £27,000 £32,146 £28,750
25th Percentile £35,579 £41,250 £38,947
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +5.00%
75th Percentile £66,250 £72,500 £67,500
90th Percentile £82,500 £86,250 £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 16 April 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 16 April 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 +125 145 £80,000 +16.83% 10
North East +2 20 £60,000 +25.86% 4
Yorkshire +33 19 £50,000 - 11
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 1 (0.54%) SharePoint
Applications
1 4 (2.17%) Microsoft Excel
Business Applications
1 2 (1.09%) MIS ActiveH
Cloud Services
1 136 (73.91%) Azure
2 80 (43.48%) Azure DevOps
3 66 (35.87%) IBM Cloud
4 56 (30.43%) Serverless
5 44 (23.91%) Azure Logic Apps
6 41 (22.28%) Azure API Management
6 41 (22.28%) Azure Functions
6 41 (22.28%) Azure Service Bus
7 24 (13.04%) AWS
8 18 (9.78%) Azure Cosmos DB
8 18 (9.78%) Matillion
8 18 (9.78%) Snowflake
9 12 (6.52%) AWS Lambda
9 12 (6.52%) GitHub
10 6 (3.26%) Power Platform
11 4 (2.17%) Microsoft 365
12 3 (1.63%) Azure Service Fabric
12 3 (1.63%) Contentful
12 3 (1.63%) Power Automate
12 3 (1.63%) PowerApps
Database & Business Intelligence
1 67 (36.41%) MongoDB
1 67 (36.41%) PostgreSQL
2 66 (35.87%) DB2
2 66 (35.87%) NoSQL
3 54 (29.35%) SQL Server
4 43 (23.37%) Relational Database
5 38 (20.65%) Data Vault
6 27 (14.67%) Data Warehouse
7 26 (14.13%) Delta Lake
8 19 (10.33%) Data Lake
9 18 (9.78%) Elasticsearch
9 18 (9.78%) Star Schema
10 14 (7.61%) MySQL
11 11 (5.98%) Redis
12 6 (3.26%) Power BI
13 3 (1.63%) Data Hub
13 3 (1.63%) Metadata
14 2 (1.09%) BigQuery
14 2 (1.09%) Hadoop
Development Applications
1 39 (21.20%) JIRA
2 18 (9.78%) GitLab
3 11 (5.98%) TeamCity
4 1 (0.54%) Git
4 1 (0.54%) Postman
4 1 (0.54%) SoapUI
4 1 (0.54%) Visual Studio
General
1 66 (35.87%) Public Sector
2 26 (14.13%) Finance
2 26 (14.13%) Inclusion and Diversity
3 14 (7.61%) Social Skills
4 12 (6.52%) Banking
4 12 (6.52%) Games
5 6 (3.26%) Analytical Skills
6 3 (1.63%) Retail
7 2 (1.09%) Documentation Skills
7 2 (1.09%) Influencing Skills
7 2 (1.09%) Law
7 2 (1.09%) Presentation Skills
7 2 (1.09%) Social Housing
8 1 (0.54%) Advertising
8 1 (0.54%) Organisational Skills
8 1 (0.54%) Police
8 1 (0.54%) Publishing
Job Titles
1 59 (32.07%) Data Engineer
2 57 (30.98%) Developer
3 45 (24.46%) Full Stack Developer
4 41 (22.28%) Azure Developer
5 31 (16.85%) Senior
6 25 (13.59%) Azure Engineer
6 25 (13.59%) Full Stack Engineer
7 22 (11.96%) Informatica Engineer
8 12 (6.52%) Lead
9 10 (5.43%) Software Engineer
10 9 (4.89%) Senior Data Engineer
11 8 (4.35%) .NET Software Engineer
11 8 (4.35%) Architect
11 8 (4.35%) C# Software Engineer
12 7 (3.80%) .NET Developer
12 7 (3.80%) Data Scientist
12 7 (3.80%) Senior .NET Software Engineer
12 7 (3.80%) Senior C# Software Engineer
12 7 (3.80%) Senior Software Engineer
13 6 (3.26%) Senior Architect
Libraries, Frameworks & Software Standards
1 84 (45.65%) .NET
2 83 (45.11%) ASP.NET
3 78 (42.39%) Vue
4 72 (39.13%) HTML
5 71 (38.59%) React
5 71 (38.59%) REST
6 69 (37.50%) AngularJS
6 69 (37.50%) CSS
7 67 (36.41%) ASP.NET Core
7 67 (36.41%) Web Services
8 66 (35.87%) Backbone.js
8 66 (35.87%) Ember.js
8 66 (35.87%) jQuery
8 66 (35.87%) Twitter Bootstrap
9 55 (29.89%) Node.js
10 20 (10.87%) PySpark
11 16 (8.70%) .NET Core
12 14 (7.61%) ASP.NET MVC
12 14 (7.61%) RESTful
13 7 (3.80%) Pandas
Miscellaneous
1 78 (42.39%) Algorithms
2 66 (35.87%) Blockchain
2 66 (35.87%) Hybrid Cloud
3 34 (18.48%) Reinsurance
4 33 (17.93%) Public Cloud
5 25 (13.59%) e-Learning
6 18 (9.78%) Self-Motivation
7 16 (8.70%) Client/Server
8 11 (5.98%) Online Games
9 6 (3.26%) Cloud Native
10 4 (2.17%) Enterprise Cloud
11 3 (1.63%) Management Information System
12 2 (1.09%) Distributed Applications
12 2 (1.09%) EPoS
12 2 (1.09%) Product Ownership
Operating Systems
1 69 (37.50%) Windows
2 66 (35.87%) Android
2 66 (35.87%) Apple iOS
2 66 (35.87%) Linux
3 3 (1.63%) Windows Server
4 1 (0.54%) Mac OS
Processes & Methodologies
1 91 (49.46%) Artificial Intelligence
1 91 (49.46%) Design Patterns
2 86 (46.74%) Agile
3 84 (45.65%) OOP
4 81 (44.02%) MVC
5 73 (39.67%) Full Stack Development
6 71 (38.59%) User Experience
7 68 (36.96%) OO
7 68 (36.96%) Web Development
8 66 (35.87%) Co-Creation
8 66 (35.87%) Design Thinking
8 66 (35.87%) MVVM
8 66 (35.87%) Responsive Web Design
8 66 (35.87%) SOLID
9 65 (35.33%) Data Modelling
10 62 (33.70%) DevOps
11 57 (30.98%) ETL
12 46 (25.00%) Problem-Solving
13 45 (24.46%) Scrum
14 44 (23.91%) Scaled Agile Framework
Programming Languages
1 132 (71.74%) SQL
2 90 (48.91%) Python
3 84 (45.65%) C#
4 80 (43.48%) JavaScript
5 45 (24.46%) Java
6 16 (8.70%) TypeScript
7 1 (0.54%) Go
7 1 (0.54%) PowerShell
7 1 (0.54%) Scala
Qualifications
1 22 (11.96%) Degree
2 6 (3.26%) TOGAF Certification
3 4 (2.17%) Computer Science Degree
4 1 (0.54%) HNC
4 1 (0.54%) HND
4 1 (0.54%) Master's Degree
Quality Assurance & Compliance
1 60 (32.61%) Data Quality
2 1 (0.54%) Accessibility
2 1 (0.54%) QA
2 1 (0.54%) SLA
System Software
1 13 (7.07%) Docker
Systems Management
1 11 (5.98%) Terraform
2 2 (1.09%) Kubernetes
Vendors
1 66 (35.87%) IBM
1 66 (35.87%) Red Hat
2 40 (21.74%) Informatica
3 38 (20.65%) Databricks
4 35 (19.02%) Oracle
5 5 (2.72%) Microsoft
6 2 (1.09%) Google