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 22 May 2025, comparing them to the same period in the previous two years.

6 months to
22 May 2025
Same period 2024 Same period 2023
Rank 233 186 271
Rank change year-on-year -47 +85 -135
Permanent jobs citing Data Structures 28 136 44
As % of all permanent jobs advertised in the Midlands 0.41% 1.12% 0.49%
As % of the Miscellaneous category 1.22% 3.43% 1.11%
Number of salaries quoted 17 44 24
10th Percentile £46,550 - £33,685
25th Percentile £46,750 £35,000 £42,500
Median annual salary (50th Percentile) £48,500 £42,500 £52,500
Median % change year-on-year +14.12% -19.05% -4.55%
75th Percentile £62,500 £67,500 £65,000
90th Percentile £69,250 £70,000 £68,750
England median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +3.85%

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 2,296 3,964 3,948
As % of all permanent jobs advertised in the Midlands 33.30% 32.68% 43.82%
Number of salaries quoted 993 2,642 1,451
10th Percentile £26,500 £25,750 £31,250
25th Percentile £33,750 £33,750 £41,250
Median annual salary (50th Percentile) £47,500 £50,000 £53,250
Median % change year-on-year -5.00% -6.10% +12.11%
75th Percentile £62,500 £62,500 £67,500
90th Percentile £73,750 £75,000 £80,000
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 22 May 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 22 May 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 +31 14 £60,000 +20.00% 53
East Midlands -40 14 £48,500 +38.57% 22
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 (10.71%) Confluence
2 2 (7.14%) Apache
2 2 (7.14%) Apache Airflow
Applications
1 3 (10.71%) Microsoft Excel
Business Applications
1 1 (3.57%) Maximo
Cloud Services
1 15 (53.57%) Azure
2 7 (25.00%) AWS
2 7 (25.00%) Snowflake
3 6 (21.43%) GCP
4 5 (17.86%) Azure Synapse Analytics
5 4 (14.29%) Power Platform
6 3 (10.71%) Figma
7 2 (7.14%) SaaS
8 1 (3.57%) Cloud Computing
8 1 (3.57%) dbt
Database & Business Intelligence
1 11 (39.29%) SQL Server
2 10 (35.71%) Azure SQL Database
2 10 (35.71%) SQL Server Integration Services
2 10 (35.71%) SQL Server Reporting Services
3 8 (28.57%) Data Lake
4 7 (25.00%) NoSQL
5 5 (17.86%) Amazon Redshift
5 5 (17.86%) BigQuery
5 5 (17.86%) MongoDB
6 4 (14.29%) Power BI
7 2 (7.14%) Big Data
7 2 (7.14%) Data Warehouse
8 1 (3.57%) Apache Cassandra
8 1 (3.57%) FileMaker
8 1 (3.57%) Metadata
8 1 (3.57%) Metadata Repository
8 1 (3.57%) MySQL
8 1 (3.57%) Relational Database
8 1 (3.57%) Snowflake Schema
Development Applications
1 3 (10.71%) GitLab
1 3 (10.71%) JIRA
2 1 (3.57%) Cypress.io
2 1 (3.57%) ERwin
General
1 16 (57.14%) Finance
2 15 (53.57%) Analytical Skills
3 11 (39.29%) Law
4 8 (28.57%) Social Skills
5 5 (17.86%) Public Sector
6 3 (10.71%) Automotive
6 3 (10.71%) Presentation Skills
7 2 (7.14%) Advertising
7 2 (7.14%) Banking
8 1 (3.57%) Financial Institution
Job Titles
1 10 (35.71%) DBA
2 8 (28.57%) Administrator
2 8 (28.57%) SQL DBA
3 6 (21.43%) Lead
4 5 (17.86%) Architect
4 5 (17.86%) Data Architect
4 5 (17.86%) Lead Architect
4 5 (17.86%) Lead Data Architect
5 3 (10.71%) Data Modeller
5 3 (10.71%) Developer
5 3 (10.71%) Product Manager
6 2 (7.14%) Data Engineer
6 2 (7.14%) Python Data Engineer
6 2 (7.14%) Python Engineer
6 2 (7.14%) Snowflake Data Engineer
6 2 (7.14%) Snowflake Engineer
6 2 (7.14%) Software Engineer
7 1 (3.57%) Azure Developer
7 1 (3.57%) Front-End Engineer (Client-Side Engineer)
7 1 (3.57%) Principal Engineer
Libraries, Frameworks & Software Standards
1 4 (14.29%) Kafka
2 2 (7.14%) gRPC
3 1 (3.57%) AngularJS
3 1 (3.57%) REST
Miscellaneous
1 6 (21.43%) Legacy Systems
2 3 (10.71%) Mobile App
3 2 (7.14%) Distributed Systems
3 2 (7.14%) Legacy Code
3 2 (7.14%) Public Cloud
3 2 (7.14%) Reference Data
3 2 (7.14%) Replication
4 1 (3.57%) Algorithms
Processes & Methodologies
1 16 (57.14%) Analytics
1 16 (57.14%) ETL
2 13 (46.43%) Data Analysis
3 10 (35.71%) Data Modelling
3 10 (35.71%) Reverse Engineering
4 9 (32.14%) Root Cause Analysis
5 8 (28.57%) Data Governance
5 8 (28.57%) Logical Data Model
6 7 (25.00%) Agile
6 7 (25.00%) Data Architecture
6 7 (25.00%) Data Engineering
6 7 (25.00%) Data Pipeline
6 7 (25.00%) Software Engineering
7 6 (21.43%) Artificial Intelligence
7 6 (21.43%) CI/CD
7 6 (21.43%) Collaborative Working
7 6 (21.43%) Data Integration
7 6 (21.43%) Data Migration
7 6 (21.43%) Migration
7 6 (21.43%) Physical Data Model
Programming Languages
1 19 (67.86%) SQL
2 10 (35.71%) T-SQL
3 2 (7.14%) C#
3 2 (7.14%) Java
3 2 (7.14%) Python
4 1 (3.57%) TypeScript
Qualifications
1 2 (7.14%) Degree
2 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 11 (39.29%) Data Quality
2 4 (14.29%) QA
System Software
1 1 (3.57%) Docker
Systems Management
1 3 (10.71%) Kubernetes
2 2 (7.14%) Terraform
Vendors
1 9 (32.14%) Microsoft
2 5 (17.86%) Google
3 1 (3.57%) IBM
3 1 (3.57%) Oracle