Data Modelling Jobs in England

Data Modelling
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 158 113 107
Rank change year-on-year -45 -6 -7
Permanent jobs citing Data Modelling 1,008 2,088 2,719
As % of all permanent jobs advertised in England 2.08% 2.36% 3.12%
As % of the Processes & Methodologies category 2.22% 2.80% 3.27%
Number of salaries quoted 540 1,377 1,536
10th Percentile £42,500 £40,000 £44,375
25th Percentile £53,750 £50,000 £51,833
Median annual salary (50th Percentile) £65,750 £67,500 £67,500
Median % change year-on-year -2.59% - +3.85%
75th Percentile £83,750 £87,500 £85,000
90th Percentile £105,000 £100,000 £103,500
UK median annual salary £65,000 £65,000 £67,500
% change year-on-year - -3.70% +3.85%

All Process and Methodology Skills
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 England.

Permanent vacancies with a requirement for process or methodology skills 45,477 74,482 83,229
As % of all permanent jobs advertised in England 94.01% 84.24% 95.56%
Number of salaries quoted 22,533 54,432 49,691
10th Percentile £29,625 £29,000 £34,375
25th Percentile £41,250 £40,000 £46,105
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £98,695 £93,750 £102,500
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

Data Modelling
Job Vacancy Trend in England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Modelling in England

Data Modelling
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Modelling in England.

Salary trend for Data Modelling in England

Data Modelling
Salary Histogram in England

Salary distribution for jobs citing Data Modelling in England over the 6 months to 28 May 2025.

Salary histogram for Data Modelling in England

Data Modelling
Job Locations in 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 England region over the 6 months to 28 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
London -31 399 £75,000 - 869
South East +44 230 £65,000 +1.17% 325
North of England -131 112 £57,500 -6.05% 204
Midlands -61 101 £62,500 +13.64% 128
South West +64 92 £60,000 +9.09% 99
North West -118 76 £52,500 -22.22% 107
West Midlands -37 68 £60,000 +4.80% 84
Yorkshire -7 34 £60,000 +26.32% 75
East Midlands +1 33 £63,500 +41.11% 38
East of England +1 33 £70,000 +48.48% 87
North East -3 6 £48,750 -23.83% 26
Data Modelling
UK

Data Modelling
Co-occurring Skills and Capabilities in England 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 74 (7.34%) Apache Spark
2 61 (6.05%) Oracle Application Server
3 40 (3.97%) Apache Airflow
4 36 (3.57%) Apache
5 15 (1.49%) Confluence
6 14 (1.39%) SharePoint
7 13 (1.29%) SAS
8 8 (0.79%) Luigi
8 8 (0.79%) Microsoft Exchange
9 2 (0.20%) Appian
9 2 (0.20%) BizTalk Server
9 2 (0.20%) IBM Domino
9 2 (0.20%) Oracle Workflow
10 1 (0.099%) ArcGIS
10 1 (0.099%) CMS
10 1 (0.099%) Headless CMS
10 1 (0.099%) Jupyter
Applications
1 44 (4.37%) Microsoft Excel
2 23 (2.28%) Microsoft Office
3 15 (1.49%) Microsoft PowerPoint
4 10 (0.99%) MS Visio
5 2 (0.20%) Microsoft Project
6 1 (0.099%) Simulink
6 1 (0.099%) Sketch
Business Applications
1 22 (2.18%) NetSuite
2 12 (1.19%) Dynamics CRM
3 6 (0.60%) Infor M3
3 6 (0.60%) Salesforce CRM
4 4 (0.40%) Endur
4 4 (0.40%) Sparx Enterprise Architect
5 2 (0.20%) Dynamics AX
5 2 (0.20%) SAP S/4HANA
5 2 (0.20%) Shopify
6 1 (0.099%) Aladdin
6 1 (0.099%) Dynamics GP
6 1 (0.099%) Dynamics NAV
6 1 (0.099%) Maximo
6 1 (0.099%) Oracle EBS
6 1 (0.099%) Oracle ERP
6 1 (0.099%) Payment Gateway
6 1 (0.099%) SAP CAR
6 1 (0.099%) SAP FI
6 1 (0.099%) SAP Retail
6 1 (0.099%) SAP SD
Cloud Services
1 434 (43.06%) Azure
2 277 (27.48%) Power Platform
3 253 (25.10%) AWS
4 149 (14.78%) GCP
5 102 (10.12%) Azure Data Factory
6 89 (8.83%) Snowflake
7 52 (5.16%) Azure Synapse Analytics
8 50 (4.96%) SaaS
9 48 (4.76%) Serverless
10 45 (4.46%) Azure DevOps
11 43 (4.27%) dbt
12 38 (3.77%) Power Automate
13 36 (3.57%) Microsoft 365
14 34 (3.37%) PowerApps
15 33 (3.27%) Azure Logic Apps
16 32 (3.17%) Dynamics 365
17 31 (3.08%) Amazon S3
18 29 (2.88%) Microsoft Purview
19 22 (2.18%) AWS Lambda
19 22 (2.18%) Salesforce Sales Cloud
Communications & Networking
1 6 (0.60%) HTTP
2 2 (0.20%) ADSL2
3 1 (0.099%) Firewall
3 1 (0.099%) PuTTY
3 1 (0.099%) X.21
Database & Business Intelligence
1 335 (33.23%) Data Warehouse
2 260 (25.79%) Power BI
3 151 (14.98%) Data Lake
4 110 (10.91%) Metadata
5 96 (9.52%) SQL Server
6 80 (7.94%) NoSQL
7 76 (7.54%) Big Data
8 65 (6.45%) Tableau
9 64 (6.35%) Oracle Reports
10 63 (6.25%) Enterprise Data Warehouse
11 55 (5.46%) Relational Database
12 48 (4.76%) SQL Server Integration Services
13 45 (4.46%) Amazon Redshift
14 40 (3.97%) Power Query
15 38 (3.77%) BigQuery
16 33 (3.27%) Hadoop
17 32 (3.17%) Azure SQL Database
18 29 (2.88%) SQL Server Reporting Services
19 23 (2.28%) Looker
19 23 (2.28%) PostgreSQL
Development Applications
1 49 (4.86%) JIRA
2 46 (4.56%) Git
3 14 (1.39%) MagicDraw
4 13 (1.29%) ERwin
5 10 (0.99%) Jenkins
6 9 (0.89%) Bitbucket
6 9 (0.89%) ER Studio
7 5 (0.50%) Eclipse
7 5 (0.50%) MLflow
8 4 (0.40%) JUnit
8 4 (0.40%) Subversion
9 2 (0.20%) PowerDesigner
9 2 (0.20%) Team Foundation Server
9 2 (0.20%) Visual Studio
10 1 (0.099%) Atlassian Bamboo
10 1 (0.099%) Liquibase
10 1 (0.099%) Oracle Forms
10 1 (0.099%) Selenium
10 1 (0.099%) Snyk
10 1 (0.099%) SQL Server Management Studio (SSMS)
General
1 410 (40.67%) Social Skills
2 306 (30.36%) Finance
3 293 (29.07%) Analytical Skills
4 168 (16.67%) Law
5 84 (8.33%) Marketing
6 66 (6.55%) Banking
6 66 (6.55%) Organisational Skills
7 60 (5.95%) Military
8 54 (5.36%) Inclusion and Diversity
9 43 (4.27%) Public Sector
10 36 (3.57%) Retail
11 28 (2.78%) Manufacturing
12 21 (2.08%) Financial Institution
12 21 (2.08%) Retail Banking
13 20 (1.98%) Legal
14 17 (1.69%) Telecoms
15 16 (1.59%) Pharmaceutical
16 14 (1.39%) Advertising
17 12 (1.19%) Games
18 11 (1.09%) Electronics
Job Titles
1 211 (20.93%) Senior
2 206 (20.44%) Data Engineer
3 195 (19.35%) Lead
4 178 (17.66%) Architect
5 124 (12.30%) Developer
6 118 (11.71%) Analyst
7 99 (9.82%) Data Architect
8 73 (7.24%) Senior Data Engineer
9 46 (4.56%) Enterprise Architect
10 42 (4.17%) Business Intelligence Analyst
11 38 (3.77%) Business Intelligence Developer
12 37 (3.67%) Business Analyst
13 36 (3.57%) Senior Developer
14 32 (3.17%) Senior Analyst
15 31 (3.08%) Solutions Architect
16 30 (2.98%) Lead Data Engineer
17 29 (2.88%) Data Analyst
18 26 (2.58%) Consultant
19 24 (2.38%) Salesforce Architect
20 22 (2.18%) Azure Engineer
Libraries, Frameworks & Software Standards
1 65 (6.45%) REST
2 60 (5.95%) Kafka
3 58 (5.75%) XML
4 47 (4.66%) PySpark
5 45 (4.46%) SOAP
6 37 (3.67%) Lightning Web Components
6 37 (3.67%) Middleware
7 35 (3.47%) HTML
8 31 (3.08%) .NET
9 28 (2.78%) RESTful
10 26 (2.58%) CSS
11 22 (2.18%) JSON
12 21 (2.08%) Web Services
13 18 (1.79%) ASP.NET
13 18 (1.79%) Restlet
14 14 (1.39%) .NET Core
15 12 (1.19%) OAuth
15 12 (1.19%) Pandas
15 12 (1.19%) Spring Boot
16 11 (1.09%) RabbitMQ
Miscellaneous
1 65 (6.45%) Enterprise Software
2 61 (6.05%) Product Ownership
3 50 (4.96%) Management Information System
4 47 (4.66%) Cloud Native
5 38 (3.77%) Data Structures
6 33 (3.27%) Legacy Systems
7 27 (2.68%) Algorithms
8 20 (1.98%) Life Science
9 14 (1.39%) CMDB
9 14 (1.39%) Self-Motivation
10 12 (1.19%) Distributed Systems
10 12 (1.19%) Taxonomies
11 11 (1.09%) NHS
11 11 (1.09%) Virtual Team
12 9 (0.89%) Analytical Mindset
13 8 (0.79%) FMCG
13 8 (0.79%) Foreign Exchange (FX)
13 8 (0.79%) Reinsurance
14 7 (0.69%) Mobile App
15 6 (0.60%) Reference Data
Operating Systems
1 12 (1.19%) Linux
2 10 (0.99%) Unix
3 3 (0.30%) Windows
4 2 (0.20%) Android
4 2 (0.20%) Apple iOS
5 1 (0.099%) Ubuntu
Processes & Methodologies
1 417 (41.37%) Analytics
2 355 (35.22%) Business Intelligence
3 301 (29.86%) Agile
4 300 (29.76%) ETL
5 293 (29.07%) Data Management
6 263 (26.09%) Data Architecture
7 234 (23.21%) Data Engineering
8 214 (21.23%) DevOps
9 212 (21.03%) Problem-Solving
10 204 (20.24%) Data Pipeline
11 194 (19.25%) Data Governance
12 187 (18.55%) Visualisation
13 170 (16.87%) Decision-Making
14 155 (15.38%) Data Integration
15 152 (15.08%) Computer Science
16 142 (14.09%) CI/CD
17 138 (13.69%) Data Strategy
18 136 (13.49%) Stakeholder Management
19 133 (13.19%) Data Science
19 133 (13.19%) Data Visualisation
Programming Languages
1 499 (49.50%) SQL
2 309 (30.65%) Python
3 81 (8.04%) Data Analysis Expressions
4 60 (5.95%) Java
5 42 (4.17%) JavaScript
6 41 (4.07%) C#
7 38 (3.77%) R
8 36 (3.57%) Apex Code
9 35 (3.47%) T-SQL
10 33 (3.27%) Scala
11 19 (1.88%) PowerShell
12 17 (1.69%) TypeScript
13 13 (1.29%) SPARQL
14 12 (1.19%) Bash
14 12 (1.19%) C++
15 6 (0.60%) MATLAB
15 6 (0.60%) PL/SQL
15 6 (0.60%) Shell Script
15 6 (0.60%) VBA
16 5 (0.50%) VB
Qualifications
1 222 (22.02%) Degree
2 80 (7.94%) DBS Check
3 79 (7.84%) Computer Science Degree
4 63 (6.25%) Azure Certification
5 59 (5.85%) Master's Degree
6 46 (4.56%) Security Cleared
7 40 (3.97%) AWS Certification
8 35 (3.47%) SC Cleared
9 18 (1.79%) PhD
10 17 (1.69%) Microsoft Certification
11 15 (1.49%) BPSS Clearance
12 7 (0.69%) AWS Certified Solutions Architect
12 7 (0.69%) TOGAF Certification
13 6 (0.60%) DV Cleared
14 5 (0.50%) ITIL Foundation Certificate
15 4 (0.40%) Numerate Degree
15 4 (0.40%) PMI Certification
16 3 (0.30%) CITP
16 3 (0.30%) PMP
16 3 (0.30%) Postgraduate
Quality Assurance & Compliance
1 197 (19.54%) Data Quality
2 66 (6.55%) Accessibility
3 57 (5.65%) GDPR
4 51 (5.06%) QA
5 12 (1.19%) ISO/IEC 27001
6 10 (0.99%) California Consumer Privacy Act
7 6 (0.60%) GxP
8 5 (0.50%) NIST
8 5 (0.50%) SOC 2
9 4 (0.40%) Cyber Essentials
10 3 (0.30%) HIPAA
11 2 (0.20%) Dublin Core
11 2 (0.20%) IEC 62304
11 2 (0.20%) ISO 13485
11 2 (0.20%) PCI DSS
11 2 (0.20%) PMO
12 1 (0.099%) Actionable Recommendations
12 1 (0.099%) ISO 9001
12 1 (0.099%) MiFID
System Software
1 41 (4.07%) Docker
2 8 (0.79%) HDFS
3 7 (0.69%) Active Directory
4 1 (0.099%) Apache Flume
4 1 (0.099%) Virtual Machines
Systems Management
1 40 (3.97%) Kubernetes
2 36 (3.57%) Terraform
3 9 (0.89%) Single Sign-On
4 6 (0.60%) Ansible
5 3 (0.30%) Grafana
5 3 (0.30%) Prometheus
6 1 (0.099%) Argo
6 1 (0.099%) Kibana
6 1 (0.099%) logstash
6 1 (0.099%) Oozie
Vendors
1 219 (21.73%) Microsoft
2 110 (10.91%) Databricks
3 109 (10.81%) Oracle
4 72 (7.14%) Google
5 69 (6.85%) Salesforce
6 68 (6.75%) SAP
7 39 (3.87%) Informatica
8 22 (2.18%) Salesforce Marketing Cloud
9 18 (1.79%) ServiceNow
10 13 (1.29%) IBM
11 12 (1.19%) MuleSoft
12 11 (1.09%) Talend
13 7 (0.69%) OpenAI
13 7 (0.69%) Red Hat
14 6 (0.60%) Infor
15 5 (0.50%) Intel
16 4 (0.40%) Adobe
16 4 (0.40%) OpenLink
16 4 (0.40%) Sybase
16 4 (0.40%) TIBCO