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 in the North West. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 227 201 244
Rank change year-on-year -26 +43 -7
Permanent jobs citing Data Structures 33 18 81
As % of all permanent jobs advertised in the North West 0.40% 0.40% 0.89%
As % of the Miscellaneous category 1.43% 1.10% 2.17%
Number of salaries quoted 28 6 39
10th Percentile £50,000 - £33,750
25th Percentile £52,188 £40,000 £35,375
Median annual salary (50th Percentile) £62,250 £42,500 £50,000
Median % change year-on-year +46.47% -15.00% -9.09%
75th Percentile £110,000 £60,010 £65,000
90th Percentile - £64,930 £70,250
England median annual salary £70,000 £65,000 £75,000
% change year-on-year +7.69% -13.33% +11.11%

All Generic Skills
North West

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 West.

Permanent vacancies with a requirement for generic IT skills 2,300 1,639 3,729
As % of all permanent jobs advertised in the North West 27.61% 36.32% 40.95%
Number of salaries quoted 993 1,135 2,042
10th Percentile £31,600 £32,092 £31,250
25th Percentile £42,500 £42,500 £41,250
Median annual salary (50th Percentile) £52,500 £55,440 £55,000
Median % change year-on-year -5.30% +0.80% +10.00%
75th Percentile £63,900 £70,000 £67,500
90th Percentile £78,750 £85,000 £80,000
England median annual salary £60,000 £62,500 £64,968
% change year-on-year -4.00% -3.80% +8.28%

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 31 October 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 31 October 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 +2 12 £71,250 +14.68% 3
Merseyside +18 10 £110,000 +175.00%
Cumbria - 7 £55,000 -
Cheshire -13 3 £80,000 +77.78% 5
Lancashire - 1 £64,500 -
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:

Application Platforms
1 6 (18.18%) Apache Spark
1 6 (18.18%) Confluence
Applications
1 1 (3.03%) Microsoft Excel
1 1 (3.03%) Microsoft Office
1 1 (3.03%) Microsoft PowerPoint
Business Applications
1 3 (9.09%) NetSuite
2 2 (6.06%) SAP S/4HANA
Cloud Services
1 20 (60.61%) Azure
2 16 (48.48%) Azure DevOps
3 11 (33.33%) Power Platform
4 6 (18.18%) Azure Data Factory
4 6 (18.18%) GitHub
5 4 (12.12%) Amazon S3
5 4 (12.12%) AWS
6 3 (9.09%) Entra ID
6 3 (9.09%) npm
7 2 (6.06%) Azure Stack
7 2 (6.06%) ChatGPT
8 1 (3.03%) Microsoft 365
8 1 (3.03%) PowerApps
Database & Business Intelligence
1 10 (30.30%) Data Vault
1 10 (30.30%) Power BI
2 8 (24.24%) Data Warehouse
3 7 (21.21%) Metadata
4 6 (18.18%) Azure SQL Database
4 6 (18.18%) Data Lake
4 6 (18.18%) Data Mining
4 6 (18.18%) NoSQL
5 2 (6.06%) MongoDB
5 2 (6.06%) MySQL
5 2 (6.06%) SQL Server
6 1 (3.03%) Amazon RDS
6 1 (3.03%) BusinessObjects
6 1 (3.03%) Delta Lake
6 1 (3.03%) PostgreSQL
6 1 (3.03%) Qlik Sense
6 1 (3.03%) QlikView
Development Applications
1 16 (48.48%) JIRA
2 3 (9.09%) Babel
2 3 (9.09%) GitLab
2 3 (9.09%) Jenkins
2 3 (9.09%) webpack
3 1 (3.03%) Git
3 1 (3.03%) Oracle Forms
General
1 11 (33.33%) Finance
2 5 (15.15%) Social Skills
3 4 (12.12%) Analytical Skills
4 2 (6.06%) Law
5 1 (3.03%) Inclusion and Diversity
Job Titles
1 20 (60.61%) Data Engineer
2 10 (30.30%) Informatica Engineer
3 9 (27.27%) Lead
3 9 (27.27%) Lead Data Engineer
3 9 (27.27%) Senior
4 7 (21.21%) Senior Data Engineer
5 5 (15.15%) Developer
6 3 (9.09%) Administrator
6 3 (9.09%) React Developer
7 2 (6.06%) Applications Developer
7 2 (6.06%) Architect
7 2 (6.06%) Data Architect
7 2 (6.06%) Data Manager
7 2 (6.06%) Finance Manager
7 2 (6.06%) Finance Systems Manager
7 2 (6.06%) Front-End Developer (Client-Side Developer)
7 2 (6.06%) Master Data Manager
7 2 (6.06%) SAP Manager
7 2 (6.06%) SAP Master Data Manager
7 2 (6.06%) Systems Manager
Libraries, Frameworks & Software Standards
1 6 (18.18%) PySpark
2 5 (15.15%) .NET
3 4 (12.12%) JWT
3 4 (12.12%) RESTful
4 3 (9.09%) CSS
4 3 (9.09%) DOM
4 3 (9.09%) HTML
4 3 (9.09%) HTML5
4 3 (9.09%) Immutable.js
4 3 (9.09%) JSON
4 3 (9.09%) React
4 3 (9.09%) Redux
5 2 (6.06%) Kafka
5 2 (6.06%) REST
6 1 (3.03%) .NET Framework
6 1 (3.03%) FIDO
6 1 (3.03%) OAuth
6 1 (3.03%) OAuth2
6 1 (3.03%) OpenID
6 1 (3.03%) SAML
Miscellaneous
1 3 (9.09%) Analytical Mindset
2 2 (6.06%) Algorithms
3 1 (3.03%) Public Cloud
3 1 (3.03%) Reinsurance
Operating Systems
1 1 (3.03%) Unix
Processes & Methodologies
1 21 (63.64%) ETL
2 19 (57.58%) Agile
2 19 (57.58%) Analytics
3 18 (54.55%) DevOps
4 17 (51.52%) Data Management
5 16 (48.48%) Scrum
6 12 (36.36%) Data Modelling
7 11 (33.33%) Master Data Management
8 10 (30.30%) Data Analysis
8 10 (30.30%) Data Engineering
8 10 (30.30%) Data Strategy
8 10 (30.30%) Scaled Agile Framework
9 9 (27.27%) Artificial Intelligence
9 9 (27.27%) Collaborative Working
9 9 (27.27%) Data Cleansing
10 8 (24.24%) Data Pipeline
11 7 (21.21%) CI/CD
11 7 (21.21%) Machine Learning
12 6 (18.18%) Data Governance
12 6 (18.18%) Data Transformation
Programming Languages
1 13 (39.39%) SQL
2 10 (30.30%) Python
3 3 (9.09%) Java
3 3 (9.09%) JavaScript
4 2 (6.06%) C#
5 1 (3.03%) C++
5 1 (3.03%) PL/SQL
5 1 (3.03%) PowerShell
5 1 (3.03%) Rust
5 1 (3.03%) VB
Qualifications
1 4 (12.12%) Degree
2 2 (6.06%) ACCA
3 1 (3.03%) Computer Science Degree
3 1 (3.03%) TOGAF Certification
Quality Assurance & Compliance
1 19 (57.58%) Data Quality
2 1 (3.03%) ISO 9001
2 1 (3.03%) ISO/IEC 27001
System Software
1 3 (9.09%) Docker
Systems Management
1 3 (9.09%) Kubernetes
2 1 (3.03%) Ansible
2 1 (3.03%) Progress Chef
2 1 (3.03%) Single Sign-On
2 1 (3.03%) Terraform
Vendors
1 18 (54.55%) Informatica
2 16 (48.48%) Databricks
3 4 (12.12%) Microsoft
3 4 (12.12%) Oracle
4 2 (6.06%) SAP
5 1 (3.03%) BT
5 1 (3.03%) ForgeRock
5 1 (3.03%) Ping Identity
5 1 (3.03%) VMware
5 1 (3.03%) Workday