Data Modelling Job Trends in the East of England

Data Modelling
England > East of England

The table below provides summary statistics and salary benchmarking for jobs advertised in the East of England requiring Data Modelling skills. It covers permanent job vacancies from the 6 months leading up to 2 December 2025, with comparisons to the same periods in the previous two years.

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 113 156 108
Rank change year-on-year +43 -48 -3
Permanent jobs citing Data Modelling 45 32 27
As % of all permanent jobs in the East of England 1.19% 0.79% 1.35%
As % of the Processes & Methodologies category 1.53% 0.95% 1.45%
Number of salaries quoted 26 13 20
10th Percentile £42,500 £38,050 £39,875
25th Percentile £43,938 £41,250 £44,043
Median annual salary (50th Percentile) £57,500 £50,000 £70,000
Median % change year-on-year +15.00% -28.57% +7.69%
75th Percentile £60,000 £96,750 £76,438
90th Percentile £66,250 £97,350 £111,250
England median annual salary £70,000 £66,500 £67,500
% change year-on-year +5.26% -1.48% +3.85%

All Process and Methodology Skills
East of England

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the East of England.

Permanent vacancies with a requirement for process or methodology skills 2,949 3,356 1,863
As % of all permanent jobs advertised in the East of England 78.20% 82.46% 92.96%
Number of salaries quoted 1,756 1,441 1,293
10th Percentile £27,250 £31,250 £27,000
25th Percentile £32,425 £43,750 £39,000
Median annual salary (50th Percentile) £45,830 £55,000 £55,000
Median % change year-on-year -16.67% - +0.72%
75th Percentile £62,500 £74,084 £68,750
90th Percentile £78,750 £85,000 £85,000
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Data Modelling
Job Vacancy Trend in the East of England

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

Data Modelling job vacancy trend in the East of England

Data Modelling
Salary Trend in the East of England

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

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

Data Modelling
Salary Histogram in the East of England

Salary distribution for jobs citing Data Modelling in the East of England over the 6 months to 2 December 2025.

Salary histogram for Data Modelling in the East of England

Data Modelling
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 Modelling within the East of England region over the 6 months to 2 December 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
Bedfordshire +39 12 £55,000 -18.22% 7
Hertfordshire +22 10 £57,500 - 13
Suffolk -8 9 £50,250 - 8
Essex - 9 £52,500 - 8
Cambridgeshire +13 5 £60,000 +20.00% 3
Data Modelling
England

Data Modelling
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 4 (8.89%) Confluence
2 2 (4.44%) Apache Airflow
2 2 (4.44%) Mendix
3 1 (2.22%) Apache
3 1 (2.22%) Apache Spark
3 1 (2.22%) Apache Synapse
3 1 (2.22%) SharePoint
Applications
1 3 (6.67%) Chatbot
2 1 (2.22%) Trello
Cloud Services
1 20 (44.44%) Azure
2 16 (35.56%) Snowflake
3 11 (24.44%) Power Platform
4 6 (13.33%) AWS
5 3 (6.67%) Azure Synapse Analytics
5 3 (6.67%) GCP
6 2 (4.44%) Amazon S3
6 2 (4.44%) AWS Lambda
6 2 (4.44%) Azure DevOps
6 2 (4.44%) dbt
6 2 (4.44%) Serverless
6 2 (4.44%) Workato
7 1 (2.22%) Amazon EKS
7 1 (2.22%) Amazon Kinesis
7 1 (2.22%) Azure Data Factory
7 1 (2.22%) GitHub
7 1 (2.22%) Microsoft 365
7 1 (2.22%) Power Automate
7 1 (2.22%) PowerApps
7 1 (2.22%) Stackdriver
Communications & Networking
1 1 (2.22%) HTTP
1 1 (2.22%) MQTT
Database & Business Intelligence
1 17 (37.78%) Data Warehouse
2 11 (24.44%) Power BI
3 7 (15.56%) Amazon Redshift
3 7 (15.56%) Power Query
4 5 (11.11%) MySQL
4 5 (11.11%) Relational Database
5 4 (8.89%) BusinessObjects
6 2 (4.44%) Big Data
6 2 (4.44%) BigQuery
6 2 (4.44%) Enterprise Data Warehouse
6 2 (4.44%) NoSQL
7 1 (2.22%) BusinessObjects Business Intelligence
7 1 (2.22%) Data Mining
7 1 (2.22%) InfluxDB
7 1 (2.22%) Metadata
7 1 (2.22%) Oracle Database
7 1 (2.22%) RDBMS
7 1 (2.22%) SAP BW
7 1 (2.22%) SAP HANA
7 1 (2.22%) Snowflake Schema
Development Applications
1 5 (11.11%) JIRA
2 1 (2.22%) Git
2 1 (2.22%) Jenkins
General
1 12 (26.67%) Social Skills
2 11 (24.44%) Analytical Skills
3 7 (15.56%) Inclusion and Diversity
4 1 (2.22%) Billing
4 1 (2.22%) Finance
4 1 (2.22%) Law
4 1 (2.22%) Manufacturing
4 1 (2.22%) Pharmaceutical
4 1 (2.22%) Public Sector
Job Titles
1 15 (33.33%) Architect
2 13 (28.89%) Data Architect
3 11 (24.44%) Developer
4 10 (22.22%) Analyst
5 9 (20.00%) Lead
6 7 (15.56%) Business Intelligence Analyst
6 7 (15.56%) Business Intelligence Lead
6 7 (15.56%) Power BI Analyst
7 4 (8.89%) Data Engineer
7 4 (8.89%) Report Developer
8 3 (6.67%) Applications Developer
8 3 (6.67%) Low-Code Developer
9 2 (4.44%) Consultant
9 2 (4.44%) Senior
10 1 (2.22%) Lead Consultant
10 1 (2.22%) Microsoft 365 Developer
10 1 (2.22%) Mid-Level Software Engineer
10 1 (2.22%) Power Platform Developer
10 1 (2.22%) Senior Data Engineer
10 1 (2.22%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 5 (11.11%) REST
2 4 (8.89%) HTML
3 3 (6.67%) CSS
3 3 (6.67%) jQuery
3 3 (6.67%) SOAP
3 3 (6.67%) Vue
3 3 (6.67%) Web Services
4 1 (2.22%) Apache Beam
4 1 (2.22%) Django
4 1 (2.22%) FHIR
4 1 (2.22%) Kafka
4 1 (2.22%) Microsoft Graph
4 1 (2.22%) Next.js
4 1 (2.22%) Node.js
4 1 (2.22%) React
4 1 (2.22%) WebSockets
Miscellaneous
1 8 (17.78%) Product Ownership
2 5 (11.11%) Analytical Mindset
3 4 (8.89%) Data Structures
4 3 (6.67%) Low-Code
5 2 (4.44%) IoT
5 2 (4.44%) Legacy Systems
6 1 (2.22%) Biopharmaceutical
6 1 (2.22%) Cloud Native
6 1 (2.22%) Life Science
6 1 (2.22%) Omics
6 1 (2.22%) Renewable Energy
Operating Systems
1 1 (2.22%) Linux
Processes & Methodologies
1 20 (44.44%) Data Integration
1 20 (44.44%) ETL
2 17 (37.78%) Analytics
2 17 (37.78%) Data Engineering
3 16 (35.56%) Business Intelligence
4 14 (31.11%) Agile
4 14 (31.11%) Data Architecture
5 12 (26.67%) Data Management
6 11 (24.44%) Digital Analytics
6 11 (24.44%) E-Commerce
7 10 (22.22%) Decision-Making
8 9 (20.00%) DevOps
9 7 (15.56%) Mentoring
9 7 (15.56%) Problem-Solving
10 5 (11.11%) AI
10 5 (11.11%) API Integration
10 5 (11.11%) Migration
10 5 (11.11%) Use Case
11 4 (8.89%) Data Governance
11 4 (8.89%) ETL Development
Programming Languages
1 21 (46.67%) SQL
2 12 (26.67%) Python
3 7 (15.56%) Data Analysis Expressions
4 5 (11.11%) JavaScript
5 2 (4.44%) C#
5 2 (4.44%) TypeScript
6 1 (2.22%) Bash
6 1 (2.22%) PHP
6 1 (2.22%) PowerShell
6 1 (2.22%) R
Qualifications
1 3 (6.67%) Degree
2 2 (4.44%) Computer Science Degree
2 2 (4.44%) Microsoft Certification
3 1 (2.22%) Master's Degree
3 1 (2.22%) MCAD
Quality Assurance & Compliance
1 11 (24.44%) Accessibility
2 5 (11.11%) Data Quality
3 2 (4.44%) GDPR
4 1 (2.22%) CDISC
4 1 (2.22%) DICOM
4 1 (2.22%) HIPAA
4 1 (2.22%) HL7
4 1 (2.22%) SNOMED CT
System Software
1 2 (4.44%) Docker
2 1 (2.22%) Firmware
Systems Management
1 1 (2.22%) Kubernetes
1 1 (2.22%) Terraform
Vendors
1 22 (48.89%) Microsoft
2 5 (11.11%) SAP
3 4 (8.89%) Databricks
4 2 (4.44%) OutSystems
4 2 (4.44%) Salesforce
5 1 (2.22%) Netezza
5 1 (2.22%) Oracle
5 1 (2.22%) StreamSets