Data Structures Job Trends in the East of England

Data Structures
England > East of England

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 10 April 2026, comparing them to the same period in the previous two years.

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 173 135 177
Rank change year-on-year -38 +42 -23
Permanent jobs citing Data Structures 12 12 44
As % of all permanent jobs in the East of England 0.20% 0.47% 0.75%
As % of the Miscellaneous category 0.71% 1.32% 2.16%
Number of salaries quoted 10 6 33
10th Percentile £42,500 £46,875 £55,000
25th Percentile £44,000 £64,875 £61,000
Median annual salary (50th Percentile) £70,000 £76,500 £75,000
Median % change year-on-year -8.50% +2.00% +50.00%
75th Percentile £77,500 £83,750 £87,500
90th Percentile - £95,000 £115,000
England median annual salary £72,500 £72,500 £70,000
% change year-on-year - +3.57% +0.80%

All Generic Skills
East of England

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 East of England.

Permanent vacancies with a requirement for generic IT skills 1,680 909 2,037
As % of all permanent jobs advertised in the East of England 28.37% 35.37% 34.78%
Number of salaries quoted 785 496 1,489
10th Percentile £28,000 £28,750 £25,000
25th Percentile £35,000 £40,000 £31,250
Median annual salary (50th Percentile) £50,000 £55,000 £50,000
Median % change year-on-year -9.09% +10.00% -9.09%
75th Percentile £70,000 £68,750 £65,000
90th Percentile £87,500 £78,750 £81,250
England median annual salary £59,773 £60,000 £55,000
% change year-on-year -0.38% +9.09% -15.38%

Data Structures
Job Vacancy Trend in the East of England

Historical trend showing the proportion of permanent IT job postings citing Data Structures relative to all permanent IT jobs advertised in the East of England.

Data Structures job vacancy trend in the East of England

Data Structures
Salary Trend in the East of England

Salary distribution trend for jobs in the East of England citing Data Structures.

Salary distribution trend for jobs in the East of England citing Data Structures

Data Structures
Salary Histogram in the East of England

Salary distribution for jobs citing Data Structures in the East of England over the 6 months to 10 April 2026.

Salary histogram for Data Structures in the East of England

Data Structures
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the East of England region over the 6 months to 10 April 2026. 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
Hertfordshire -16 7 £75,000 -13.29% 4
Essex -21 3 £45,000 - 2
Cambridgeshire -21 1 - - 5
Suffolk - 1 £49,000 - 2
Data Structures
England

Data Structures
Co-Occurring Skills & Capabilities in the East of England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 2 (16.67%) Mendix
2 1 (8.33%) Apache Airflow
2 1 (8.33%) Apache Spark
Applications
1 3 (25.00%) Chatbot
Cloud Services
1 7 (58.33%) AWS
2 6 (50.00%) Boomi
2 6 (50.00%) Matillion
3 5 (41.67%) AWS KMS
4 1 (8.33%) Azure
4 1 (8.33%) Cloud Composer
4 1 (8.33%) Dagster
4 1 (8.33%) dbt
4 1 (8.33%) Dynamics 365
4 1 (8.33%) Entra ID
4 1 (8.33%) GCP
Communications & Networking
1 1 (8.33%) Broadband
1 1 (8.33%) Internet
Database & Business Intelligence
1 6 (50.00%) Data Warehouse
1 6 (50.00%) Pentaho
1 6 (50.00%) Snowflake Schema
2 5 (41.67%) Star Schema
3 3 (25.00%) Relational Database
4 1 (8.33%) BigQuery
4 1 (8.33%) Metadata
4 1 (8.33%) MySQL
4 1 (8.33%) NoSQL
4 1 (8.33%) SQL Server
General
1 7 (58.33%) Law
2 5 (41.67%) Public Sector
3 1 (8.33%) Analytical Skills
3 1 (8.33%) Finance
3 1 (8.33%) Publishing
3 1 (8.33%) Social Skills
Job Titles
1 4 (33.33%) AWS Engineer
2 3 (25.00%) Applications Developer
2 3 (25.00%) Data Engineer
2 3 (25.00%) Developer
2 3 (25.00%) Low-Code Developer
3 2 (16.67%) Senior
4 1 (8.33%) Administrator
4 1 (8.33%) Dynamics 365 Administrator
4 1 (8.33%) Senior Data Engineer
4 1 (8.33%) Systems Administrator
Libraries, Frameworks & Software Standards
1 6 (50.00%) PySpark
2 4 (33.33%) CSS
2 4 (33.33%) HTML
2 4 (33.33%) Vue
3 3 (25.00%) jQuery
3 3 (25.00%) REST
3 3 (25.00%) SOAP
3 3 (25.00%) Web Services
4 1 (8.33%) AngularJS
4 1 (8.33%) Boost C++ Libraries
4 1 (8.33%) HTML5
4 1 (8.33%) Kafka
4 1 (8.33%) React
Miscellaneous
1 3 (25.00%) Low-Code
1 3 (25.00%) Product Ownership
2 1 (8.33%) Algorithms
2 1 (8.33%) Anti-Piracy
2 1 (8.33%) Mobile App
2 1 (8.33%) Social Media
Operating Systems
1 1 (8.33%) Android
1 1 (8.33%) Apple iOS
Processes & Methodologies
1 7 (58.33%) Data Engineering
1 7 (58.33%) ETL
2 6 (50.00%) Data Extraction
2 6 (50.00%) Data Migration
2 6 (50.00%) Migration
2 6 (50.00%) Performance Tuning
3 5 (41.67%) Data Transformation
3 5 (41.67%) RBAC
4 4 (33.33%) Data Modelling
5 3 (25.00%) Agile
5 3 (25.00%) AI
5 3 (25.00%) API Integration
5 3 (25.00%) Conversational UI
5 3 (25.00%) Use Case
6 1 (8.33%) Data Science
6 1 (8.33%) ETL Development
6 1 (8.33%) Front End Development
6 1 (8.33%) Performance Optimisation
6 1 (8.33%) Technology Roadmap
6 1 (8.33%) User Experience
Programming Languages
1 11 (91.67%) Python
2 7 (58.33%) SQL
3 4 (33.33%) JavaScript
4 2 (16.67%) C++
4 2 (16.67%) Java
5 1 (8.33%) Scala
Qualifications
1 6 (50.00%) Security Cleared
2 5 (41.67%) SC Cleared
3 1 (8.33%) Degree
3 1 (8.33%) Master's Degree
3 1 (8.33%) Microsoft Certification
Quality Assurance & Compliance
1 7 (58.33%) Data Quality
2 5 (41.67%) GDPR
2 5 (41.67%) HIPAA
2 5 (41.67%) ISO/IEC 27001
2 5 (41.67%) NIST
2 5 (41.67%) Sarbanes-Oxley
System Software
1 1 (8.33%) Active Directory
Vendors
1 6 (50.00%) Informatica
1 6 (50.00%) MuleSoft
1 6 (50.00%) Talend
2 2 (16.67%) OutSystems
3 1 (8.33%) Huawei
3 1 (8.33%) Microsoft
3 1 (8.33%) Oracle
3 1 (8.33%) ServiceNow