Data Structures Jobs in Birmingham

Data Structures
West Midlands > Birmingham

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Birmingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 10 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 118 122 139
Rank change year-on-year +4 +17 -27
Permanent jobs citing Data Structures 26 14 52
As % of all permanent jobs advertised in Birmingham 0.94% 0.72% 1.68%
As % of the Miscellaneous category 2.85% 2.10% 4.22%
Number of salaries quoted 19 11 43
10th Percentile £35,000 £32,500 £46,500
25th Percentile £41,250 £44,375 £51,750
Median annual salary (50th Percentile) £65,000 £62,500 £57,500
Median % change year-on-year +4.00% +8.70% +4.55%
75th Percentile £70,000 £70,000 £68,125
90th Percentile - £71,925 £77,000
West Midlands median annual salary £50,000 £62,500 £57,500
% change year-on-year -20.00% +8.70% +4.55%

All Generic Skills
Birmingham

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 Birmingham with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 912 666 1,231
As % of all permanent jobs advertised in Birmingham 33.04% 34.24% 39.83%
Number of salaries quoted 710 467 852
10th Percentile £30,135 £35,750 £32,625
25th Percentile £40,750 £46,250 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% +7.84%
75th Percentile £70,000 £72,500 £72,500
90th Percentile £88,750 £85,000 £85,000
West Midlands median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% +7.53%

Data Structures
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Structures in Birmingham

Data Structures
Salary Trend in Birmingham

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

Salary trend for Data Structures in Birmingham

Data Structures
Salary Histogram in Birmingham

Salary distribution for jobs citing Data Structures in Birmingham over the 6 months to 10 May 2024.

Salary histogram for Data Structures in Birmingham

Data Structures
Co-occurring Skills and Capabilities in Birmingham 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 (11.54%) Confluence
Applications
1 3 (11.54%) Microsoft Excel
1 3 (11.54%) MS Visio
Business Applications
1 1 (3.85%) Dynamics CRM
Cloud Services
1 14 (53.85%) AWS
2 12 (46.15%) Azure
3 11 (42.31%) Power Platform
4 10 (38.46%) Snowflake
5 9 (34.62%) GCP
6 8 (30.77%) Boomi
6 8 (30.77%) SaaS
7 7 (26.92%) GitHub
8 5 (19.23%) Matillion
9 3 (11.54%) Azure Cosmos DB
10 2 (7.69%) Azure DevOps
11 1 (3.85%) Dynamics 365
11 1 (3.85%) OCI
11 1 (3.85%) Salesforce Sales Cloud
11 1 (3.85%) Salesforce Service Cloud
Database & Business Intelligence
1 17 (65.38%) Data Warehouse
2 14 (53.85%) Amazon Redshift
3 11 (42.31%) Power BI
4 10 (38.46%) SQL Server
4 10 (38.46%) Tableau
5 9 (34.62%) BigQuery
6 7 (26.92%) Data Mining
7 3 (11.54%) Data Lake
7 3 (11.54%) Elasticsearch
7 3 (11.54%) Star Schema
8 2 (7.69%) Looker
9 1 (3.85%) Oracle BI Publisher
9 1 (3.85%) Oracle Reports
9 1 (3.85%) RDBMS
9 1 (3.85%) Relational Database
Development Applications
1 3 (11.54%) GitLab
1 3 (11.54%) JIRA
General
1 8 (30.77%) Social Skills
2 2 (7.69%) Analytical Skills
2 2 (7.69%) Retail
3 1 (3.85%) Billing
3 1 (3.85%) Marketing
Job Titles
1 17 (65.38%) Data Engineer
2 7 (26.92%) Data Integration Engineer
2 7 (26.92%) Integration Engineer
3 4 (15.38%) Senior
4 3 (11.54%) Analyst
4 3 (11.54%) Business Analyst
4 3 (11.54%) Senior Analyst
4 3 (11.54%) Senior Business Analyst
5 2 (7.69%) Lead
5 2 (7.69%) Software Engineer
6 1 (3.85%) Architect
6 1 (3.85%) Consultant
6 1 (3.85%) Data Consultant
6 1 (3.85%) Developer
6 1 (3.85%) Oracle Developer
6 1 (3.85%) Report Developer
6 1 (3.85%) Senior Developer
6 1 (3.85%) Senior Oracle Developer
6 1 (3.85%) Technical Architect
6 1 (3.85%) Technical Leader
Libraries, Frameworks & Software Standards
1 7 (26.92%) GraphQL
1 7 (26.92%) RESTful
2 1 (3.85%) HTML
2 1 (3.85%) Visualforce
2 1 (3.85%) XML
Miscellaneous
1 5 (19.23%) Management Information System
1 5 (19.23%) Self-Motivation
2 3 (11.54%) Algorithms
3 2 (7.69%) Mobile App
4 1 (3.85%) Data Protection Act
Processes & Methodologies
1 18 (69.23%) ETL
2 17 (65.38%) Agile
3 12 (46.15%) Business Intelligence
4 11 (42.31%) Analytics
4 11 (42.31%) Data Integration
5 10 (38.46%) Data Engineering
5 10 (38.46%) Data Pipeline
5 10 (38.46%) Data Science
6 7 (26.92%) Data Acquisition
6 7 (26.92%) Data Ingestion
6 7 (26.92%) Event-Driven
6 7 (26.92%) Event-Driven Architecture
6 7 (26.92%) Product Roadmap
6 7 (26.92%) Roadmaps
6 7 (26.92%) Waterfall
7 5 (19.23%) DevOps
7 5 (19.23%) Problem-Solving
8 4 (15.38%) Project Management
9 3 (11.54%) Data Modelling
9 3 (11.54%) Workflow
Programming Languages
1 24 (92.31%) SQL
2 12 (46.15%) Python
3 3 (11.54%) Java
3 3 (11.54%) JavaScript
4 1 (3.85%) Apex Code
4 1 (3.85%) SOQL
Qualifications
1 9 (34.62%) Degree
2 3 (11.54%) DBS Check
3 2 (7.69%) Computer Science Degree
Quality Assurance & Compliance
1 3 (11.54%) Data Quality
2 2 (7.69%) QA
Vendors
1 7 (26.92%) Informatica
1 7 (26.92%) MuleSoft
2 2 (7.69%) Google
3 1 (3.85%) Conga
3 1 (3.85%) DocuSign
3 1 (3.85%) Oracle
3 1 (3.85%) Salesforce