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

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 145 275 190
Rank change year-on-year +130 -85 +7
Permanent jobs citing Data Structures 157 28 158
As % of all permanent jobs advertised in the North West 1.62% 0.35% 1.68%
As % of the Miscellaneous category 5.08% 0.82% 3.47%
Number of salaries quoted 72 20 29
10th Percentile £35,000 £42,500 £37,500
25th Percentile £46,250 £55,767 £40,967
Median annual salary (50th Percentile) £80,000 £68,474 £57,000
Median % change year-on-year +16.83% +20.13% +8.57%
75th Percentile £90,000 £96,250 £67,500
90th Percentile - £96,375 £80,750
England median annual salary £70,000 £68,823 £65,000
% change year-on-year +1.71% +5.88% -

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 3,089 3,417 4,547
As % of all permanent jobs advertised in the North West 31.87% 42.66% 48.36%
Number of salaries quoted 2,266 1,510 2,176
10th Percentile £26,750 £31,569 £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 £68,750
90th Percentile £82,837 £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 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 25 April 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 25 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
Manchester +102 95 £60,249 -10.74% 8
Merseyside - 36 £85,000 - 2
Cheshire +5 24 £35,000 -62.16%
Lancashire -7 2 - - 1
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 (1.27%) MIS ActiveH
Cloud Services
1 136 (86.62%) Azure
2 79 (50.32%) Azure DevOps
3 78 (49.68%) IBM Cloud
4 42 (26.75%) Serverless
5 41 (26.11%) Azure API Management
5 41 (26.11%) Azure Functions
5 41 (26.11%) Azure Logic Apps
5 41 (26.11%) Azure Service Bus
6 15 (9.55%) Azure Cosmos DB
6 15 (9.55%) Matillion
6 15 (9.55%) Snowflake
7 10 (6.37%) AWS
8 3 (1.91%) GCP
9 2 (1.27%) Amazon S3
10 1 (0.64%) AWS Lambda
10 1 (0.64%) GitHub
Database & Business Intelligence
1 79 (50.32%) MongoDB
1 79 (50.32%) PostgreSQL
2 78 (49.68%) DB2
2 78 (49.68%) NoSQL
3 49 (31.21%) SQL Server
4 42 (26.75%) Relational Database
5 38 (24.20%) Data Vault
6 26 (16.56%) Delta Lake
7 21 (13.38%) Data Warehouse
8 15 (9.55%) Data Lake
8 15 (9.55%) Elasticsearch
8 15 (9.55%) Star Schema
9 3 (1.91%) MySQL
10 2 (1.27%) BigQuery
10 2 (1.27%) Data Hub
10 2 (1.27%) Hadoop
10 2 (1.27%) Metadata
Development Applications
1 39 (24.84%) JIRA
2 15 (9.55%) GitLab
3 1 (0.64%) Git
General
1 78 (49.68%) Public Sector
2 38 (24.20%) Inclusion and Diversity
3 13 (8.28%) Finance
4 5 (3.18%) Social Skills
5 3 (1.91%) Retail
6 2 (1.27%) Banking
6 2 (1.27%) Documentation Skills
6 2 (1.27%) Law
6 2 (1.27%) Presentation Skills
6 2 (1.27%) Social Housing
7 1 (0.64%) Advertising
7 1 (0.64%) Influencing Skills
Job Titles
1 55 (35.03%) Data Engineer
2 46 (29.30%) Developer
3 41 (26.11%) Azure Developer
3 41 (26.11%) Full Stack Developer
4 37 (23.57%) Azure Engineer
4 37 (23.57%) Full Stack Engineer
5 22 (14.01%) Informatica Engineer
6 15 (9.55%) Senior
7 9 (5.73%) Senior Data Engineer
8 7 (4.46%) Lead
9 4 (2.55%) Architect
9 4 (2.55%) Graduate
9 4 (2.55%) Integration Specialist
9 4 (2.55%) Lead Data Engineer
9 4 (2.55%) Senior Architect
9 4 (2.55%) Senior Solutions Architect
9 4 (2.55%) Solutions Architect
9 4 (2.55%) Technical Specialist
10 3 (1.91%) Software Engineer
11 2 (1.27%) Analyst
Libraries, Frameworks & Software Standards
1 83 (52.87%) React
1 83 (52.87%) REST
2 81 (51.59%) .NET
2 81 (51.59%) AngularJS
2 81 (51.59%) CSS
2 81 (51.59%) HTML
3 80 (50.96%) ASP.NET
4 79 (50.32%) Vue
5 78 (49.68%) ASP.NET Core
5 78 (49.68%) Backbone.js
5 78 (49.68%) Ember.js
5 78 (49.68%) jQuery
5 78 (49.68%) Twitter Bootstrap
5 78 (49.68%) Web Services
6 44 (28.03%) Node.js
7 20 (12.74%) PySpark
8 5 (3.18%) SOAP
9 2 (1.27%) .NET Framework
9 2 (1.27%) JSON
9 2 (1.27%) XML
Miscellaneous
1 87 (55.41%) Algorithms
2 78 (49.68%) Blockchain
2 78 (49.68%) Hybrid Cloud
3 37 (23.57%) e-Learning
4 34 (21.66%) Reinsurance
5 33 (21.02%) Public Cloud
6 15 (9.55%) Self-Motivation
7 5 (3.18%) Client/Server
8 4 (2.55%) Cloud Native
9 2 (1.27%) EPoS
9 2 (1.27%) Product Ownership
10 1 (0.64%) Distributed Applications
10 1 (0.64%) Enterprise Cloud
Operating Systems
1 78 (49.68%) Android
1 78 (49.68%) Apple iOS
1 78 (49.68%) Linux
1 78 (49.68%) Windows
Processes & Methodologies
1 93 (59.24%) Artificial Intelligence
2 90 (57.32%) Design Patterns
3 88 (56.05%) Agile
4 85 (54.14%) OOP
5 80 (50.96%) OO
5 80 (50.96%) User Experience
6 79 (50.32%) Web Development
7 78 (49.68%) Co-Creation
7 78 (49.68%) Design Thinking
7 78 (49.68%) Full Stack Development
7 78 (49.68%) MVC
7 78 (49.68%) MVVM
7 78 (49.68%) Responsive Web Design
7 78 (49.68%) SOLID
8 58 (36.94%) DevOps
9 55 (35.03%) Data Modelling
10 53 (33.76%) ETL
11 43 (27.39%) Scrum
12 42 (26.75%) Scaled Agile Framework
13 41 (26.11%) API Management
Programming Languages
1 119 (75.80%) SQL
2 81 (51.59%) C#
2 81 (51.59%) JavaScript
3 79 (50.32%) Python
4 45 (28.66%) Java
5 5 (3.18%) TypeScript
6 1 (0.64%) Go
6 1 (0.64%) Scala
Qualifications
1 7 (4.46%) Degree
2 4 (2.55%) TOGAF Certification
3 2 (1.27%) Computer Science Degree
4 1 (0.64%) Master's Degree
Quality Assurance & Compliance
1 55 (35.03%) Data Quality
2 1 (0.64%) Accessibility
System Software
1 2 (1.27%) Docker
Systems Management
1 2 (1.27%) Kubernetes
Vendors
1 78 (49.68%) IBM
1 78 (49.68%) Red Hat
2 40 (25.48%) Informatica
3 38 (24.20%) Databricks
4 34 (21.66%) Oracle
5 2 (1.27%) Google