Data Modelling Job Trends in the South East

Data Modelling
England > South East

The table below provides summary statistics and salary benchmarking for jobs advertised in the South East requiring Data Modelling skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 87 109 138
Rank change year-on-year +22 +29 +5
Permanent jobs citing Data Modelling 245 232 165
As % of all permanent jobs in the South East 2.38% 2.57% 1.86%
As % of the Processes & Methodologies category 2.96% 2.92% 2.10%
Number of salaries quoted 66 72 101
10th Percentile £45,000 £39,775 £46,750
25th Percentile £54,688 £52,766 £52,500
Median annual salary (50th Percentile) £65,000 £63,750 £65,000
Median % change year-on-year +1.96% -1.92% +8.33%
75th Percentile £85,000 £71,250 £78,750
90th Percentile £87,500 £82,500 £85,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -

All Process & Methodology Skills
South East

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 South East.

Permanent vacancies with a requirement for process or methodology skills 8,270 7,935 7,841
As % of all permanent jobs advertised in the South East 80.17% 88.05% 88.33%
Number of salaries quoted 4,919 3,791 5,460
10th Percentile £27,750 £33,000 £30,000
25th Percentile £34,250 £45,000 £38,500
Median annual salary (50th Percentile) £50,000 £58,000 £52,500
Median % change year-on-year -13.79% +10.48% -4.55%
75th Percentile £65,000 £75,000 £67,500
90th Percentile £80,000 £85,000 £80,000
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 South East

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

Data Modelling job vacancy trend in the South East

Data Modelling
Salary Trend in the South East

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

Salary distribution trend for jobs in the South East citing Data Modelling

Data Modelling
Salary Histogram in the South East

Salary distribution for jobs citing Data Modelling in the South East over the 6 months to 12 January 2026.

Salary histogram for Data Modelling in the South East

Data Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South East region over the 6 months to 12 January 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
Thames Valley +104 187 £60,000 - 83
Berkshire +76 138 £50,000 -16.05% 55
Buckinghamshire +42 42 £60,000 -18.08% 18
Hampshire -35 18 £80,000 +33.33% 26
East Sussex -11 11 £85,000 +30.77% 15
Kent -12 10 £75,000 -21.05% 12
Surrey -24 8 £55,000 -4.35% 17
Oxfordshire +17 7 £71,250 +80.38% 10
Middlesex 0 5 - - 2
West Sussex -4 4 £65,000 -27.78% 11
Sussex +4 2 £55,000 -
Data Modelling
England

Data Modelling
Co-Occurring Skills & Capabilities in the South East 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 9 (3.67%) Apache Airflow
2 4 (1.63%) Apache
2 4 (1.63%) Appian
2 4 (1.63%) Confluence
3 3 (1.22%) Oracle Workflow
3 3 (1.22%) SAS
4 1 (0.41%) Apache Spark
4 1 (0.41%) SharePoint
Applications
1 99 (40.41%) Microsoft Excel
2 1 (0.41%) Microsoft Office
Business Applications
1 16 (6.53%) SAP S/4HANA
2 7 (2.86%) SAP CO
2 7 (2.86%) SAP FI
2 7 (2.86%) SAP FI/CO
3 1 (0.41%) SAP EWM
3 1 (0.41%) SAP IBP
3 1 (0.41%) SAP MM
Cloud Services
1 146 (59.59%) Azure
2 95 (38.78%) Power Platform
3 30 (12.24%) AWS
4 27 (11.02%) Snowflake
5 24 (9.80%) GCP
6 21 (8.57%) Azure Synapse Analytics
7 18 (7.35%) Collibra
8 12 (4.90%) Azure Data Factory
9 9 (3.67%) Amazon S3
9 9 (3.67%) Veeva
10 8 (3.27%) Azure DevOps
11 7 (2.86%) GitHub
11 7 (2.86%) SaaS
12 6 (2.45%) Azure Service Bus
12 6 (2.45%) dbt
12 6 (2.45%) Salesforce Sales Cloud
12 6 (2.45%) Salesforce Service Cloud
13 5 (2.04%) AWS CloudFormation
13 5 (2.04%) AWS Lambda
13 5 (2.04%) Serverless
Database & Business Intelligence
1 88 (35.92%) Power BI
2 72 (29.39%) Data Lake
2 72 (29.39%) Data Warehouse
3 69 (28.16%) SAP BW
4 21 (8.57%) Metadata
5 8 (3.27%) Data Mining
5 8 (3.27%) Tableau
6 7 (2.86%) MySQL
7 6 (2.45%) Airbyte
8 5 (2.04%) BigQuery
8 5 (2.04%) DynamoDB
8 5 (2.04%) NoSQL
8 5 (2.04%) Qlik Sense
8 5 (2.04%) SQL Server
9 3 (1.22%) Looker
9 3 (1.22%) SAP HANA
9 3 (1.22%) Star Schema
10 2 (0.82%) Azure SQL Database
10 2 (0.82%) PostgreSQL
10 2 (0.82%) Relational Database
Development Applications
1 8 (3.27%) Git
2 5 (2.04%) git-flow
3 4 (1.63%) JIRA
3 4 (1.63%) Robot Framework
3 4 (1.63%) Selenium
3 4 (1.63%) Snyk
4 3 (1.22%) ERwin
4 3 (1.22%) PowerDesigner
5 2 (0.82%) Storybook
General
1 124 (50.61%) Social Skills
2 54 (22.04%) Analytical Skills
3 46 (18.78%) Finance
4 19 (7.76%) Law
4 19 (7.76%) Marketing
5 10 (4.08%) Public Sector
6 8 (3.27%) Retail
7 6 (2.45%) Inclusion and Diversity
8 3 (1.22%) General Ledger
8 3 (1.22%) Publishing
8 3 (1.22%) Telecoms
9 2 (0.82%) Banking
9 2 (0.82%) Billing
10 1 (0.41%) Legal
10 1 (0.41%) Manufacturing
10 1 (0.41%) Pharmaceutical
Job Titles
1 70 (28.57%) Lead
2 58 (23.67%) Architect
3 51 (20.82%) Senior
4 49 (20.00%) Analyst
5 47 (19.18%) Data Architect
6 34 (13.88%) Report Analyst
7 32 (13.06%) Business Intelligence Lead
8 28 (11.43%) Sustainability Analyst
9 23 (9.39%) Developer
10 19 (7.76%) Senior Manager
11 18 (7.35%) Data Model Manager
12 13 (5.31%) Data Engineer
12 13 (5.31%) Senior Architect
13 12 (4.90%) Senior Data Architect
14 11 (4.49%) Data Manager
15 10 (4.08%) Azure Architect
15 10 (4.08%) Azure Data Architect
15 10 (4.08%) Senior Developer
16 9 (3.67%) Data Steward
17 8 (3.27%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 15 (6.12%) .NET
2 11 (4.49%) REST
3 10 (4.08%) React
4 9 (3.67%) Kafka
4 9 (3.67%) Middleware
4 9 (3.67%) SOAP
5 6 (2.45%) Lightning Web Components
5 6 (2.45%) Visualforce
6 5 (2.04%) AWS CDK
6 5 (2.04%) CSS
6 5 (2.04%) Material-UI
6 5 (2.04%) RabbitMQ
7 4 (1.63%) Apache NiFi
7 4 (1.63%) HTML
7 4 (1.63%) Oracle Fusion
8 3 (1.22%) PySpark
9 2 (0.82%) Jest
9 2 (0.82%) Next.js
9 2 (0.82%) Node.js
9 2 (0.82%) Snowpark
Miscellaneous
1 12 (4.90%) Management Information System
1 12 (4.90%) Product Ownership
2 9 (3.67%) Biopharmaceutical
2 9 (3.67%) Cloud Native
2 9 (3.67%) Life Science
3 5 (2.04%) Low-Code
4 2 (0.82%) Legacy Systems
4 2 (0.82%) Self-Motivation
5 1 (0.41%) Analytical Mindset
5 1 (0.41%) Data Structures
5 1 (0.41%) Distributed Systems
5 1 (0.41%) IBM Mainframe
5 1 (0.41%) IoT
5 1 (0.41%) Mainframe
5 1 (0.41%) Replication
5 1 (0.41%) Taxonomies
5 1 (0.41%) Team-Oriented Environment
Operating Systems
1 2 (0.82%) Unix
2 1 (0.41%) Android
2 1 (0.41%) Apple iOS
Processes & Methodologies
1 136 (55.51%) Problem-Solving
2 123 (50.20%) Analytics
3 97 (39.59%) Business Intelligence
4 82 (33.47%) Data Governance
5 77 (31.43%) ERP
6 64 (26.12%) Data Architecture
6 64 (26.12%) Data Cleansing
6 64 (26.12%) ETL
7 59 (24.08%) Master Data Management
8 53 (21.63%) Data Engineering
9 45 (18.37%) Data Integration
9 45 (18.37%) Data-Driven Decision Making
10 43 (17.55%) SAP Implementation
11 42 (17.14%) CRUD
11 42 (17.14%) Data Design
12 41 (16.73%) Agile
13 37 (15.10%) Actionable Insight
14 35 (14.29%) Data Analysis
14 35 (14.29%) Data Management
15 34 (13.88%) Data Pipeline
Programming Languages
1 52 (21.22%) SQL
2 50 (20.41%) Python
3 8 (3.27%) Java
3 8 (3.27%) TypeScript
4 7 (2.86%) C#
4 7 (2.86%) JavaScript
5 6 (2.45%) Apex Code
6 2 (0.82%) Bash
7 1 (0.41%) Data Analysis Expressions
7 1 (0.41%) Kotlin
7 1 (0.41%) R
7 1 (0.41%) Scala
7 1 (0.41%) Swift
Qualifications
1 130 (53.06%) Degree
2 13 (5.31%) Master's Degree
3 12 (4.90%) Security Cleared
4 10 (4.08%) SC Cleared
5 7 (2.86%) Computer Science Degree
6 4 (1.63%) PMI Certification
6 4 (1.63%) PMP
7 3 (1.22%) SAP Certification
8 2 (0.82%) DV Cleared
9 1 (0.41%) Azure Certification
Quality Assurance & Compliance
1 148 (60.41%) Data Quality
2 26 (10.61%) Accessibility
3 10 (4.08%) QA
4 4 (1.63%) GDPR
5 1 (0.41%) Actionable Recommendations
Systems Management
1 8 (3.27%) Terraform
2 4 (1.63%) Ansible
3 1 (0.41%) Argo
Vendors
1 113 (46.12%) SAP
2 37 (15.10%) Microsoft
3 19 (7.76%) Databricks
4 9 (3.67%) MuleSoft
5 7 (2.86%) Salesforce
6 6 (2.45%) Informatica
6 6 (2.45%) Oracle
7 5 (2.04%) Google
8 4 (1.63%) BiZZdesign
8 4 (1.63%) Black Duck
8 4 (1.63%) Blue Prism
8 4 (1.63%) Coverity
8 4 (1.63%) UiPath
8 4 (1.63%) VMware
9 2 (0.82%) Cloudera
9 2 (0.82%) ServiceNow
9 2 (0.82%) Talend
10 1 (0.41%) Foundry
10 1 (0.41%) Mapbox
10 1 (0.41%) Palantir