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 advertised in the West Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 5 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 202 233 156
Rank change year-on-year +31 -77 +11
Permanent jobs citing Data Structures 50 39 140
As % of all permanent jobs advertised in the West Midlands 0.69% 0.59% 1.92%
As % of the Miscellaneous category 2.12% 1.57% 4.88%
Number of salaries quoted 38 22 64
10th Percentile - £39,125 £41,475
25th Percentile £35,000 £43,438 £46,250
Median annual salary (50th Percentile) £46,250 £62,500 £57,500
Median % change year-on-year -26.00% +8.70% +4.55%
75th Percentile £67,500 £74,231 £68,750
90th Percentile £70,000 £80,000 £82,970
England median annual salary £70,000 £68,823 £65,000
% change year-on-year +1.71% +5.88% -

All Generic Skills
West Midlands

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 West Midlands with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 2,360 2,483 2,868
As % of all permanent jobs advertised in the West Midlands 32.52% 37.79% 39.33%
Number of salaries quoted 1,705 982 1,765
10th Percentile £26,250 £32,500 £30,800
25th Percentile £35,000 £42,500 £38,000
Median annual salary (50th Percentile) £52,500 £55,000 £50,000
Median % change year-on-year -4.55% +10.00% +5.26%
75th Percentile £64,108 £70,000 £65,000
90th Percentile £77,500 £83,750 £80,000
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 5 May 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 5 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
Birmingham +9 27 £65,000 +4.00% 7
Staffordshire - 8 £35,000 -
Solihull +3 5 £42,500 -5.56% 1
Warwickshire +38 3 £55,000 - 2
Shropshire - 2 £50,000 - 1
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 (6.00%) Confluence
Applications
1 3 (6.00%) Microsoft Excel
1 3 (6.00%) MS Visio
Business Applications
1 2 (4.00%) SAP S/4HANA
2 1 (2.00%) Dynamics CRM
Cloud Services
1 26 (52.00%) Azure
2 20 (40.00%) AWS
3 18 (36.00%) Snowflake
4 15 (30.00%) SaaS
5 13 (26.00%) Matillion
6 12 (24.00%) Power Platform
7 9 (18.00%) Azure Cosmos DB
7 9 (18.00%) GCP
8 8 (16.00%) Azure DevOps
8 8 (16.00%) Boomi
9 7 (14.00%) GitHub
10 5 (10.00%) PaaS
11 1 (2.00%) Dynamics 365
11 1 (2.00%) OCI
11 1 (2.00%) Power Automate
11 1 (2.00%) PowerApps
11 1 (2.00%) Salesforce Sales Cloud
11 1 (2.00%) Salesforce Service Cloud
Database & Business Intelligence
1 25 (50.00%) Data Warehouse
2 24 (48.00%) SQL Server
3 14 (28.00%) Amazon Redshift
4 12 (24.00%) Power BI
5 11 (22.00%) Data Lake
5 11 (22.00%) Star Schema
6 10 (20.00%) Tableau
7 9 (18.00%) BigQuery
7 9 (18.00%) Elasticsearch
8 7 (14.00%) Data Mining
9 2 (4.00%) Looker
9 2 (4.00%) Snowflake Schema
9 2 (4.00%) SQL Server Analysis Services
9 2 (4.00%) SQL Server Integration Services
9 2 (4.00%) SQL Server Reporting Services
10 1 (2.00%) BusinessObjects
10 1 (2.00%) Oracle BI Publisher
10 1 (2.00%) Oracle Reports
10 1 (2.00%) RDBMS
10 1 (2.00%) Relational Database
Development Applications
1 9 (18.00%) GitLab
2 8 (16.00%) Visual Studio
3 5 (10.00%) Postman
3 5 (10.00%) SoapUI
4 3 (6.00%) JIRA
5 2 (4.00%) Android Studio
General
1 12 (24.00%) Social Skills
2 5 (10.00%) Publishing
2 5 (10.00%) Retail
3 3 (6.00%) Analytical Skills
4 2 (4.00%) Finance
4 2 (4.00%) Manufacturing
5 1 (2.00%) Billing
5 1 (2.00%) Marketing
5 1 (2.00%) Organisational Skills
5 1 (2.00%) Telecoms
Job Titles
1 27 (54.00%) Data Engineer
2 9 (18.00%) Data Integration Engineer
2 9 (18.00%) Integration Engineer
3 6 (12.00%) Developer
3 6 (12.00%) Software Engineer
4 5 (10.00%) Analyst
4 5 (10.00%) Senior
5 3 (6.00%) Business Analyst
5 3 (6.00%) C# Software Engineer
5 3 (6.00%) Senior Analyst
5 3 (6.00%) Senior Business Analyst
5 3 (6.00%) SQL Developer
6 2 (4.00%) .NET Software Engineer
6 2 (4.00%) Architect
6 2 (4.00%) Lead
6 2 (4.00%) Systems Analyst
7 1 (2.00%) Data Consultant
7 1 (2.00%) Lead Architect
7 1 (2.00%) Report Developer
7 1 (2.00%) Service Transition Manager
Libraries, Frameworks & Software Standards
1 12 (24.00%) RESTful
2 8 (16.00%) .NET
3 7 (14.00%) ASP.NET
3 7 (14.00%) GraphQL
3 7 (14.00%) XML
4 6 (12.00%) .NET Framework
4 6 (12.00%) Web Services
5 5 (10.00%) .NET Core
5 5 (10.00%) JSON
5 5 (10.00%) SOAP
5 5 (10.00%) WCF
5 5 (10.00%) XML Schema
6 2 (4.00%) ASP.NET Web Forms
7 1 (2.00%) Entity Framework
7 1 (2.00%) HTML
7 1 (2.00%) Visualforce
7 1 (2.00%) XSLT
Miscellaneous
1 13 (26.00%) Management Information System
2 11 (22.00%) Self-Motivation
3 5 (10.00%) Distributed Applications
4 4 (8.00%) Algorithms
5 3 (6.00%) Legacy Systems
6 2 (4.00%) Mobile App
7 1 (2.00%) Blockchain
7 1 (2.00%) Blog
7 1 (2.00%) Data Protection Act
7 1 (2.00%) Distributed Systems
7 1 (2.00%) IoT
7 1 (2.00%) Onboarding
7 1 (2.00%) Product Ownership
7 1 (2.00%) Virtual Team
Operating Systems
1 2 (4.00%) Android
Processes & Methodologies
1 28 (56.00%) ETL
2 23 (46.00%) Agile
3 22 (44.00%) Analytics
4 21 (42.00%) Data Integration
5 18 (36.00%) Data Engineering
5 18 (36.00%) Data Pipeline
5 18 (36.00%) Data Science
6 14 (28.00%) Data Modelling
6 14 (28.00%) DevOps
6 14 (28.00%) Problem-Solving
7 13 (26.00%) Business Intelligence
8 12 (24.00%) Machine Learning
9 11 (22.00%) CI/CD
9 11 (22.00%) Data Analytics
9 11 (22.00%) Roadmaps
10 9 (18.00%) Artificial Intelligence
10 9 (18.00%) Data Ingestion
10 9 (18.00%) Data Transformation
11 8 (16.00%) Project Management
11 8 (16.00%) Software Engineering
Programming Languages
1 39 (78.00%) SQL
2 25 (50.00%) Python
3 10 (20.00%) C#
3 10 (20.00%) JavaScript
4 3 (6.00%) Java
5 2 (4.00%) VB
6 1 (2.00%) Apex Code
6 1 (2.00%) SOQL
Qualifications
1 11 (22.00%) Degree
2 5 (10.00%) HNC
3 3 (6.00%) DBS Check
4 2 (4.00%) Computer Science Degree
5 1 (2.00%) DV Cleared
5 1 (2.00%) SC Cleared
5 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 14 (28.00%) Data Quality
2 8 (16.00%) QA
3 1 (2.00%) SLA
Vendors
1 7 (14.00%) Informatica
1 7 (14.00%) MuleSoft
2 6 (12.00%) Microsoft
3 2 (4.00%) Google
3 2 (4.00%) Oracle
3 2 (4.00%) SAP
3 2 (4.00%) SYSPRO
4 1 (2.00%) Conga
4 1 (2.00%) DocuSign
4 1 (2.00%) Salesforce