Data Structures Jobs in the North West

Data Structures
England > North West

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in the North West. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 17 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 153 270 179
Rank change year-on-year +117 -91 +28
Permanent jobs citing Data Structures 154 25 166
As % of all permanent jobs advertised in the North West 1.55% 0.32% 1.76%
As % of the Miscellaneous category 4.93% 0.79% 3.65%
Number of salaries quoted 73 17 29
10th Percentile £35,000 £42,500 £36,750
25th Percentile £46,250 £52,500 £37,500
Median annual salary (50th Percentile) £80,000 £69,447 £50,000
Median % change year-on-year +15.20% +38.89% -16.67%
75th Percentile £90,000 £96,250 £66,000
90th Percentile - - £77,000
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

All Generic Skills
North West

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 West with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 3,121 3,181 4,549
As % of all permanent jobs advertised in the North West 31.34% 41.24% 48.29%
Number of salaries quoted 2,279 1,475 2,129
10th Percentile £26,750 £32,500 £28,250
25th Percentile £36,250 £42,500 £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 £70,000 £68,283
90th Percentile £82,548 £83,934 £81,900
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 West

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

Job vacancy trend for Data Structures in the North West

Data Structures
Salary Trend in the North West

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

Salary trend for Data Structures in the North West

Data Structures
Salary Histogram in the North West

Salary distribution for jobs citing Data Structures in the North West over the 6 months to 17 May 2024.

Salary histogram for Data Structures in the North West

Data Structures
Job Locations in the North West

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 West region over the 6 months to 17 May 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
Manchester +98 92 £53,750 -20.63% 8
Merseyside - 36 £85,000 - 4
Cheshire +9 24 £35,000 -62.16%
Lancashire -14 2 - - 2
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the North West 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:

Business Applications
1 2 (1.30%) MIS ActiveH
2 1 (0.65%) NetSuite
Cloud Services
1 134 (87.01%) Azure
2 81 (52.60%) Azure DevOps
3 78 (50.65%) IBM Cloud
4 42 (27.27%) Serverless
5 41 (26.62%) Azure API Management
5 41 (26.62%) Azure Functions
5 41 (26.62%) Azure Logic Apps
5 41 (26.62%) Azure Service Bus
6 15 (9.74%) Azure Cosmos DB
6 15 (9.74%) Matillion
6 15 (9.74%) Snowflake
7 6 (3.90%) AWS
8 2 (1.30%) Amazon S3
9 1 (0.65%) AWS Lambda
9 1 (0.65%) GCP
9 1 (0.65%) GitHub
9 1 (0.65%) Power Platform
Database & Business Intelligence
1 79 (51.30%) MongoDB
1 79 (51.30%) PostgreSQL
2 78 (50.65%) DB2
2 78 (50.65%) NoSQL
3 49 (31.82%) SQL Server
4 42 (27.27%) Relational Database
5 40 (25.97%) Data Vault
6 26 (16.88%) Delta Lake
7 17 (11.04%) Data Warehouse
8 15 (9.74%) Data Lake
8 15 (9.74%) Elasticsearch
8 15 (9.74%) Star Schema
9 3 (1.95%) MySQL
10 1 (0.65%) Power BI
Development Applications
1 41 (26.62%) JIRA
2 15 (9.74%) GitLab
3 1 (0.65%) Git
General
1 78 (50.65%) Public Sector
2 38 (24.68%) Inclusion and Diversity
3 11 (7.14%) Finance
4 5 (3.25%) Social Skills
5 3 (1.95%) Retail
6 2 (1.30%) Law
6 2 (1.30%) Social Housing
7 1 (0.65%) Advertising
7 1 (0.65%) Analytical Skills
7 1 (0.65%) Influencing Skills
Job Titles
1 57 (37.01%) Data Engineer
2 46 (29.87%) Developer
3 41 (26.62%) Azure Developer
3 41 (26.62%) Full Stack Developer
4 37 (24.03%) Azure Engineer
4 37 (24.03%) Full Stack Engineer
5 24 (15.58%) Informatica Engineer
6 11 (7.14%) Senior
7 9 (5.84%) Lead
7 9 (5.84%) Senior Data Engineer
8 6 (3.90%) Lead Data Engineer
9 4 (2.60%) Graduate
9 4 (2.60%) Integration Specialist
9 4 (2.60%) Technical Specialist
10 3 (1.95%) Software Engineer
11 2 (1.30%) .NET Developer
11 2 (1.30%) C# Developer
11 2 (1.30%) Graduate Software Engineer
11 2 (1.30%) Java Developer
11 2 (1.30%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 83 (53.90%) React
1 83 (53.90%) REST
2 81 (52.60%) .NET
2 81 (52.60%) AngularJS
2 81 (52.60%) CSS
2 81 (52.60%) HTML
3 80 (51.95%) ASP.NET
4 79 (51.30%) Vue
5 78 (50.65%) ASP.NET Core
5 78 (50.65%) Backbone.js
5 78 (50.65%) Ember.js
5 78 (50.65%) jQuery
5 78 (50.65%) Twitter Bootstrap
5 78 (50.65%) Web Services
6 44 (28.57%) Node.js
7 20 (12.99%) PySpark
8 5 (3.25%) SOAP
9 2 (1.30%) Express.js
9 2 (1.30%) GraphQL
9 2 (1.30%) XML
Miscellaneous
1 87 (56.49%) Algorithms
2 78 (50.65%) Blockchain
2 78 (50.65%) Hybrid Cloud
3 37 (24.03%) e-Learning
4 34 (22.08%) Reinsurance
5 33 (21.43%) Public Cloud
6 15 (9.74%) Self-Motivation
7 5 (3.25%) Client/Server
8 2 (1.30%) EPoS
8 2 (1.30%) Product Ownership
9 1 (0.65%) Analytical Mindset
9 1 (0.65%) Distributed Applications
9 1 (0.65%) Enterprise Cloud
Operating Systems
1 78 (50.65%) Android
1 78 (50.65%) Apple iOS
1 78 (50.65%) Linux
1 78 (50.65%) Windows
Processes & Methodologies
1 93 (60.39%) Artificial Intelligence
2 86 (55.84%) Design Patterns
3 85 (55.19%) OOP
4 84 (54.55%) Agile
5 80 (51.95%) OO
5 80 (51.95%) User Experience
6 79 (51.30%) Web Development
7 78 (50.65%) Co-Creation
7 78 (50.65%) Design Thinking
7 78 (50.65%) Full Stack Development
7 78 (50.65%) MVC
7 78 (50.65%) MVVM
7 78 (50.65%) Responsive Web Design
7 78 (50.65%) SOLID
8 60 (38.96%) DevOps
9 55 (35.71%) Data Modelling
9 55 (35.71%) ETL
10 41 (26.62%) API Management
10 41 (26.62%) Generative AI
10 41 (26.62%) Scrum
Programming Languages
1 118 (76.62%) SQL
2 81 (52.60%) C#
2 81 (52.60%) JavaScript
3 79 (51.30%) Python
4 45 (29.22%) Java
5 5 (3.25%) TypeScript
6 1 (0.65%) Go
6 1 (0.65%) Scala
Qualifications
1 7 (4.55%) Degree
2 2 (1.30%) Computer Science Degree
3 1 (0.65%) Master's Degree
Quality Assurance & Compliance
1 55 (35.71%) Data Quality
2 1 (0.65%) Accessibility
System Software
1 2 (1.30%) Docker
Systems Management
1 2 (1.30%) Kubernetes
Vendors
1 78 (50.65%) IBM
1 78 (50.65%) Red Hat
2 42 (27.27%) Informatica
3 40 (25.97%) Databricks
4 34 (22.08%) Oracle