Data Structures Jobs in the West Midlands

Data Structures
England > West Midlands

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the West Midlands. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 210 216 165
Rank change year-on-year +6 -51 -8
Permanent jobs citing Data Structures 53 37 145
As % of all permanent jobs advertised in the West Midlands 0.62% 0.64% 1.86%
As % of the Miscellaneous category 1.99% 1.63% 4.60%
Number of salaries quoted 41 21 66
10th Percentile - £38,750 £42,875
25th Percentile £35,000 £42,500 £46,563
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +4.35%
75th Percentile £67,500 £68,750 £80,313
90th Percentile £70,000 £71,250 £82,970
England median annual salary £70,000 £67,071 £65,000
% change year-on-year +4.37% +3.19% -

All Generic Skills
West Midlands

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 West Midlands.

Permanent vacancies with a requirement for generic IT skills 2,661 2,264 3,154
As % of all permanent jobs advertised in the West Midlands 31.04% 39.18% 40.39%
Number of salaries quoted 1,684 979 1,851
10th Percentile £26,250 £33,400 £31,000
25th Percentile £35,000 £42,500 £38,750
Median annual salary (50th Percentile) £52,750 £55,000 £50,000
Median % change year-on-year -4.09% +10.00% +5.26%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £77,500 £81,250 £82,000
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 West Midlands

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

Job vacancy trend for Data Structures in the West Midlands

Data Structures
Salary Trend in the West Midlands

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

Salary trend for Data Structures in the West Midlands

Data Structures
Salary Histogram in the West Midlands

Salary distribution for jobs citing Data Structures in the West Midlands over the 6 months to 12 June 2024.

Salary histogram for Data Structures in the West Midlands

Data Structures
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the West Midlands region over the 6 months to 12 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
Birmingham -8 27 £65,000 +4.00% 4
Staffordshire - 8 £35,000 -
Warwickshire +9 6 £55,000 -
Solihull +1 5 £42,500 -5.56% 1
Shropshire - 2 £50,000 -
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the West Midlands 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 3 (5.66%) Confluence
Applications
1 3 (5.66%) Microsoft Excel
1 3 (5.66%) MS Visio
Business Applications
1 2 (3.77%) SAP S/4HANA
2 1 (1.89%) Dynamics CRM
Cloud Services
1 28 (52.83%) Azure
2 22 (41.51%) AWS
3 18 (33.96%) Snowflake
4 15 (28.30%) Power Platform
4 15 (28.30%) SaaS
5 13 (24.53%) Matillion
6 10 (18.87%) Azure DevOps
7 9 (16.98%) Azure Cosmos DB
7 9 (16.98%) Boomi
7 9 (16.98%) GCP
8 7 (13.21%) GitHub
9 4 (7.55%) PaaS
9 4 (7.55%) Power Automate
9 4 (7.55%) PowerApps
10 2 (3.77%) Salesforce Sales Cloud
10 2 (3.77%) Salesforce Service Cloud
11 1 (1.89%) Dynamics 365
11 1 (1.89%) OCI
Database & Business Intelligence
1 27 (50.94%) SQL Server
2 25 (47.17%) Data Warehouse
3 15 (28.30%) Power BI
4 14 (26.42%) Amazon Redshift
5 11 (20.75%) Data Lake
5 11 (20.75%) Star Schema
6 10 (18.87%) Tableau
7 9 (16.98%) BigQuery
7 9 (16.98%) Elasticsearch
8 7 (13.21%) Data Mining
9 4 (7.55%) BusinessObjects
9 4 (7.55%) MySQL
10 2 (3.77%) Looker
10 2 (3.77%) Snowflake Schema
10 2 (3.77%) SQL Server Analysis Services
10 2 (3.77%) SQL Server Integration Services
10 2 (3.77%) SQL Server Reporting Services
11 1 (1.89%) Oracle BI Publisher
11 1 (1.89%) RDBMS
11 1 (1.89%) Relational Database
Development Applications
1 10 (18.87%) Visual Studio
2 9 (16.98%) GitLab
3 4 (7.55%) Postman
3 4 (7.55%) SoapUI
4 3 (5.66%) JIRA
5 2 (3.77%) Android Studio
General
1 12 (22.64%) Social Skills
2 5 (9.43%) Retail
3 4 (7.55%) Publishing
4 3 (5.66%) Analytical Skills
5 2 (3.77%) Billing
5 2 (3.77%) Finance
5 2 (3.77%) Manufacturing
5 2 (3.77%) Marketing
6 1 (1.89%) Organisational Skills
6 1 (1.89%) Telecoms
Job Titles
1 27 (50.94%) Data Engineer
2 9 (16.98%) Data Integration Engineer
2 9 (16.98%) Developer
2 9 (16.98%) Integration Engineer
3 5 (9.43%) Analyst
3 5 (9.43%) Senior
3 5 (9.43%) Software Engineer
4 4 (7.55%) Power Platform Developer
5 3 (5.66%) Architect
5 3 (5.66%) Business Analyst
5 3 (5.66%) C# Software Engineer
5 3 (5.66%) Lead
5 3 (5.66%) Senior Analyst
5 3 (5.66%) Senior Business Analyst
5 3 (5.66%) SQL Developer
6 2 (3.77%) Lead Architect
6 2 (3.77%) Salesforce Technical Architect
6 2 (3.77%) Systems Analyst
6 2 (3.77%) Technical Architect
6 2 (3.77%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (20.75%) RESTful
2 10 (18.87%) .NET
2 10 (18.87%) XML
3 8 (15.09%) .NET Framework
3 8 (15.09%) Web Services
4 7 (13.21%) GraphQL
5 6 (11.32%) ASP.NET
6 4 (7.55%) .NET Core
6 4 (7.55%) Entity Framework
6 4 (7.55%) JSON
6 4 (7.55%) SOAP
6 4 (7.55%) WCF
6 4 (7.55%) XML Schema
6 4 (7.55%) XSLT
7 2 (3.77%) ASP.NET Web Forms
7 2 (3.77%) HTML
7 2 (3.77%) Visualforce
Miscellaneous
1 12 (22.64%) Management Information System
2 11 (20.75%) Self-Motivation
3 4 (7.55%) Algorithms
3 4 (7.55%) Distributed Applications
4 3 (5.66%) Legacy Systems
5 2 (3.77%) Mobile App
6 1 (1.89%) Blockchain
6 1 (1.89%) Blog
6 1 (1.89%) Data Protection Act
6 1 (1.89%) Distributed Systems
6 1 (1.89%) IoT
6 1 (1.89%) Onboarding
6 1 (1.89%) Product Ownership
6 1 (1.89%) Virtual Team
Operating Systems
1 2 (3.77%) Android
Processes & Methodologies
1 29 (54.72%) ETL
2 27 (50.94%) Agile
3 22 (41.51%) Analytics
3 22 (41.51%) Data Integration
4 18 (33.96%) Data Engineering
4 18 (33.96%) Data Pipeline
4 18 (33.96%) Data Science
5 16 (30.19%) Business Intelligence
5 16 (30.19%) DevOps
6 14 (26.42%) Problem-Solving
7 13 (24.53%) Data Modelling
8 12 (22.64%) Machine Learning
9 11 (20.75%) CI/CD
9 11 (20.75%) Data Analytics
9 11 (20.75%) Roadmaps
10 9 (16.98%) Artificial Intelligence
10 9 (16.98%) Data Ingestion
10 9 (16.98%) Data Transformation
10 9 (16.98%) Project Management
11 8 (15.09%) Waterfall
Programming Languages
1 39 (73.58%) SQL
2 24 (45.28%) Python
3 12 (22.64%) C#
4 10 (18.87%) JavaScript
5 3 (5.66%) Java
6 2 (3.77%) Apex Code
6 2 (3.77%) SOQL
6 2 (3.77%) VB
Qualifications
1 11 (20.75%) Degree
2 4 (7.55%) HNC
3 3 (5.66%) DBS Check
4 2 (3.77%) Computer Science Degree
5 1 (1.89%) DV Cleared
5 1 (1.89%) SC Cleared
5 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 14 (26.42%) Data Quality
2 7 (13.21%) QA
3 1 (1.89%) SLA
Vendors
1 9 (16.98%) Microsoft
2 7 (13.21%) Informatica
2 7 (13.21%) MuleSoft
3 5 (9.43%) Oracle
4 2 (3.77%) Conga
4 2 (3.77%) DocuSign
4 2 (3.77%) Google
4 2 (3.77%) Salesforce
4 2 (3.77%) SAP
4 2 (3.77%) SYSPRO