Data Structures Jobs in the Midlands

Data Structures
England > Midlands

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the Midlands. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 1 July 2025, comparing them to the same period in the previous two years.

6 months to
1 Jul 2025
Same period 2024 Same period 2023
Rank 225 207 256
Rank change year-on-year -18 +49 -118
Permanent jobs citing Data Structures 34 129 44
As % of all permanent jobs advertised in the Midlands 0.50% 0.93% 0.53%
As % of the Miscellaneous category 1.49% 3.03% 1.22%
Number of salaries quoted 18 38 29
10th Percentile £29,663 £35,000 £35,661
25th Percentile £46,375 £41,250 £42,500
Median annual salary (50th Percentile) £48,500 £55,000 £52,500
Median % change year-on-year -11.82% +4.76% -7.89%
75th Percentile £52,875 £67,500 £68,750
90th Percentile £68,750 £70,000 £71,250
England median annual salary £73,000 £70,000 £65,000
% change year-on-year +4.29% +7.69% -3.70%

All Generic Skills
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 Midlands.

Permanent vacancies with a requirement for generic IT skills 2,277 4,262 3,618
As % of all permanent jobs advertised in the Midlands 33.63% 30.58% 43.80%
Number of salaries quoted 1,118 2,577 1,507
10th Percentile £26,375 £25,750 £31,250
25th Percentile £32,500 £33,000 £41,250
Median annual salary (50th Percentile) £47,500 £49,500 £54,000
Median % change year-on-year -4.04% -8.33% +13.68%
75th Percentile £62,500 £62,500 £67,500
90th Percentile £75,000 £74,370 £77,500
England median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Structures in the Midlands

Data Structures
Salary Trend in the Midlands

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

Salary trend for Data Structures in the Midlands

Data Structures
Salary Histogram in the Midlands

Salary distribution for jobs citing Data Structures in the Midlands over the 6 months to 1 July 2025.

Salary histogram for Data Structures in the Midlands

Data Structures
Job Locations in the 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 Midlands region over the 6 months to 1 July 2025. 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
West Midlands +38 17 £46,125 -18.36% 48
East Midlands -19 17 £48,500 +61.67% 35
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the 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 (8.82%) Apache
1 3 (8.82%) Apache Airflow
1 3 (8.82%) Confluence
Applications
1 4 (11.76%) Microsoft Excel
Business Applications
1 1 (2.94%) Dynamics CRM
1 1 (2.94%) Maximo
Cloud Services
1 19 (55.88%) Azure
2 10 (29.41%) AWS
3 9 (26.47%) Snowflake
4 8 (23.53%) Power Platform
5 6 (17.65%) Azure Synapse Analytics
5 6 (17.65%) GCP
6 3 (8.82%) Figma
6 3 (8.82%) SaaS
7 1 (2.94%) Cloud Computing
7 1 (2.94%) dbt
7 1 (2.94%) Dynamics 365
Database & Business Intelligence
1 10 (29.41%) Azure SQL Database
1 10 (29.41%) SQL Server
1 10 (29.41%) SQL Server Integration Services
1 10 (29.41%) SQL Server Reporting Services
2 8 (23.53%) Data Lake
2 8 (23.53%) NoSQL
3 7 (20.59%) Power BI
4 6 (17.65%) Amazon Redshift
4 6 (17.65%) BigQuery
5 5 (14.71%) MongoDB
6 3 (8.82%) Data Warehouse
6 3 (8.82%) FileMaker
6 3 (8.82%) Relational Database
7 2 (5.88%) Big Data
7 2 (5.88%) Metadata
7 2 (5.88%) Snowflake Schema
8 1 (2.94%) MySQL
Development Applications
1 3 (8.82%) GitLab
1 3 (8.82%) JIRA
General
1 19 (55.88%) Analytical Skills
2 18 (52.94%) Finance
3 14 (41.18%) Law
4 11 (32.35%) Social Skills
5 5 (14.71%) Public Sector
6 3 (8.82%) Automotive
6 3 (8.82%) Presentation Skills
7 2 (5.88%) Banking
8 1 (2.94%) Advertising
8 1 (2.94%) Financial Institution
8 1 (2.94%) Legal
8 1 (2.94%) Marketing
Job Titles
1 10 (29.41%) DBA
2 8 (23.53%) Administrator
2 8 (23.53%) SQL DBA
3 6 (17.65%) Developer
3 6 (17.65%) Lead
4 5 (14.71%) Architect
4 5 (14.71%) Data Architect
4 5 (14.71%) Lead Architect
4 5 (14.71%) Lead Data Architect
5 3 (8.82%) Data Engineer
5 3 (8.82%) Data Modeller
5 3 (8.82%) Product Manager
5 3 (8.82%) Python Data Engineer
5 3 (8.82%) Python Engineer
5 3 (8.82%) Snowflake Data Engineer
5 3 (8.82%) Snowflake Engineer
6 2 (5.88%) Database Developer
6 2 (5.88%) Junior
6 2 (5.88%) Junior Developer
6 2 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 5 (14.71%) Kafka
2 4 (11.76%) REST
3 2 (5.88%) gRPC
4 1 (2.94%) Lightning Web Components
4 1 (2.94%) SOAP
4 1 (2.94%) Visualforce
Miscellaneous
1 6 (17.65%) Legacy Systems
2 3 (8.82%) Analytical Mindset
2 3 (8.82%) Legacy Code
2 3 (8.82%) Mobile App
3 2 (5.88%) Distributed Systems
3 2 (5.88%) Public Cloud
3 2 (5.88%) Reference Data
3 2 (5.88%) Replication
Processes & Methodologies
1 18 (52.94%) ETL
2 16 (47.06%) Analytics
3 15 (44.12%) Data Analysis
4 12 (35.29%) Data Modelling
5 10 (29.41%) Reverse Engineering
6 9 (26.47%) Agile
6 9 (26.47%) Data Engineering
6 9 (26.47%) Data Governance
6 9 (26.47%) Data Pipeline
6 9 (26.47%) Logical Data Model
7 8 (23.53%) Artificial Intelligence
7 8 (23.53%) Physical Data Model
7 8 (23.53%) Problem-Solving
7 8 (23.53%) Root Cause Analysis
8 7 (20.59%) Data Architecture
8 7 (20.59%) Software Engineering
8 7 (20.59%) Stakeholder Management
9 6 (17.65%) Data Integration
9 6 (17.65%) Migration
9 6 (17.65%) Scrum
Programming Languages
1 23 (67.65%) SQL
2 11 (32.35%) T-SQL
3 3 (8.82%) Python
4 2 (5.88%) C#
4 2 (5.88%) Java
5 1 (2.94%) Apex Code
Qualifications
1 4 (11.76%) Degree
2 2 (5.88%) Computer Science Degree
Quality Assurance & Compliance
1 11 (32.35%) Data Quality
2 5 (14.71%) QA
3 1 (2.94%) GDPR
Systems Management
1 2 (5.88%) Kubernetes
1 2 (5.88%) Terraform
Vendors
1 12 (35.29%) Microsoft
2 6 (17.65%) Google
3 2 (5.88%) Databricks
4 1 (2.94%) HubSpot
4 1 (2.94%) IBM
4 1 (2.94%) Salesforce