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 19 June 2025, comparing them to the same period in the previous two years.

6 months to
19 Jun 2025
Same period 2024 Same period 2023
Rank 157 116 123
Rank change year-on-year -41 +7 -20
Permanent jobs citing Data Modelling 1,056 2,168 2,377
As % of all permanent jobs advertised in England 2.14% 2.24% 2.92%
As % of the Processes & Methodologies category 2.31% 2.72% 3.06%
Number of salaries quoted 559 1,433 1,465
10th Percentile £44,800 £40,000 £43,924
25th Percentile £53,750 £50,000 £51,750
Median annual salary (50th Percentile) £65,000 £67,500 £68,500
Median % change year-on-year -3.70% -1.46% +1.48%
75th Percentile £83,750 £87,500 £85,000
90th Percentile £105,000 £100,000 £103,650
UK median annual salary £65,000 £67,500 £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 45,789 79,668 77,592
As % of all permanent jobs advertised in England 92.99% 82.16% 95.44%
Number of salaries quoted 23,201 56,818 47,818
10th Percentile £28,500 £29,500 £34,094
25th Percentile £40,000 £40,000 £45,750
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 £97,500 £92,500 £102,500
UK median annual salary £55,000 £55,000 £60,800
% change year-on-year - -9.54% +1.33%

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 19 June 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 19 June 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 -30 440 £75,000 -3.23% 2,413
South East +36 223 £65,000 -7.14% 867
North of England -115 115 £57,500 -6.05% 909
Midlands -18 110 £62,500 +13.64% 654
South West +64 93 £60,000 +9.09% 451
North West -112 73 £52,500 -22.22% 455
West Midlands -33 72 £59,500 +5.78% 380
East of England +10 41 £66,500 +41.06% 491
East Midlands +20 38 £63,500 +22.12% 274
Yorkshire -13 35 £60,000 +26.32% 365
North East +3 9 £47,500 -25.78% 89
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 84 (7.95%) Apache Spark
2 61 (5.78%) Oracle Application Server
3 44 (4.17%) Apache
4 43 (4.07%) Apache Airflow
5 17 (1.61%) SharePoint
6 13 (1.23%) Confluence
7 8 (0.76%) Microsoft Exchange
7 8 (0.76%) SAS
8 7 (0.66%) Luigi
9 3 (0.28%) Appian
9 3 (0.28%) Oracle Workflow
10 2 (0.19%) Apache Synapse
10 2 (0.19%) BizTalk Server
10 2 (0.19%) IBM Domino
11 1 (0.095%) ArcGIS
11 1 (0.095%) CMS
11 1 (0.095%) Headless CMS
Applications
1 42 (3.98%) Microsoft Excel
2 15 (1.42%) Microsoft Office
3 14 (1.33%) Microsoft PowerPoint
4 9 (0.85%) MS Visio
5 2 (0.19%) Simulink
5 2 (0.19%) Trello
6 1 (0.095%) Chatbot
6 1 (0.095%) Sketch
Business Applications
1 15 (1.42%) Dynamics CRM
2 12 (1.14%) NetSuite
3 9 (0.85%) Salesforce CRM
4 8 (0.76%) SAP S/4HANA
5 6 (0.57%) Infor M3
6 5 (0.47%) Sparx Enterprise Architect
7 4 (0.38%) Endur
8 3 (0.28%) Dynamics AX
8 3 (0.28%) Oracle EBS
8 3 (0.28%) Oracle ERP
8 3 (0.28%) Shopify
9 2 (0.19%) SAP FI
9 2 (0.19%) SAP MDG
9 2 (0.19%) SAP MDG-S
10 1 (0.095%) Dynamics GP
10 1 (0.095%) Dynamics NAV
10 1 (0.095%) Maximo
10 1 (0.095%) SAP CO
10 1 (0.095%) SAP FI/CO
10 1 (0.095%) SAP SD
Cloud Services
1 477 (45.17%) Azure
2 290 (27.46%) AWS
3 288 (27.27%) Power Platform
4 167 (15.81%) GCP
5 100 (9.47%) Azure Data Factory
6 96 (9.09%) Snowflake
7 59 (5.59%) Azure Synapse Analytics
8 57 (5.40%) Serverless
9 55 (5.21%) SaaS
10 46 (4.36%) Azure DevOps
11 45 (4.26%) Power Automate
12 43 (4.07%) dbt
13 39 (3.69%) Azure Logic Apps
13 39 (3.69%) PowerApps
14 36 (3.41%) Dynamics 365
14 36 (3.41%) Microsoft 365
15 34 (3.22%) Microsoft Purview
16 33 (3.13%) Amazon S3
17 27 (2.56%) AWS Lambda
18 23 (2.18%) Salesforce Sales Cloud
Communications & Networking
1 6 (0.57%) HTTP
2 3 (0.28%) PuTTY
3 2 (0.19%) ADSL2
4 1 (0.095%) Firewall
4 1 (0.095%) SAN
4 1 (0.095%) SMS
4 1 (0.095%) X.21
Database & Business Intelligence
1 348 (32.95%) Data Warehouse
2 270 (25.57%) Power BI
3 156 (14.77%) Data Lake
4 120 (11.36%) Metadata
5 107 (10.13%) SQL Server
6 90 (8.52%) Big Data
7 87 (8.24%) NoSQL
8 65 (6.16%) Oracle Reports
9 63 (5.97%) Enterprise Data Warehouse
10 58 (5.49%) Tableau
11 55 (5.21%) Relational Database
12 49 (4.64%) SQL Server Integration Services
13 47 (4.45%) Amazon Redshift
14 43 (4.07%) Power Query
15 42 (3.98%) BigQuery
16 40 (3.79%) Hadoop
17 33 (3.13%) Azure SQL Database
18 30 (2.84%) SQL Server Reporting Services
19 29 (2.75%) PostgreSQL
20 22 (2.08%) Looker
Development Applications
1 49 (4.64%) Git
2 46 (4.36%) JIRA
3 14 (1.33%) MagicDraw
4 13 (1.23%) ERwin
5 11 (1.04%) ER Studio
5 11 (1.04%) Jenkins
6 9 (0.85%) Bitbucket
7 5 (0.47%) Eclipse
8 4 (0.38%) JUnit
8 4 (0.38%) MLflow
8 4 (0.38%) Subversion
9 2 (0.19%) PowerDesigner
9 2 (0.19%) Selenium
9 2 (0.19%) Team Foundation Server
9 2 (0.19%) Visual Studio
10 1 (0.095%) Atlassian Bamboo
10 1 (0.095%) Liquibase
10 1 (0.095%) Oracle Forms
10 1 (0.095%) Robot Framework
10 1 (0.095%) SQL Server Management Studio (SSMS)
General
1 426 (40.34%) Social Skills
2 317 (30.02%) Finance
3 299 (28.31%) Analytical Skills
4 189 (17.90%) Law
5 92 (8.71%) Marketing
6 70 (6.63%) Banking
7 67 (6.34%) Inclusion and Diversity
8 65 (6.16%) Organisational Skills
9 60 (5.68%) Military
10 52 (4.92%) Public Sector
11 38 (3.60%) Retail
12 30 (2.84%) Manufacturing
13 26 (2.46%) Legal
14 21 (1.99%) Financial Institution
14 21 (1.99%) Retail Banking
15 18 (1.70%) Telecoms
16 16 (1.52%) Pharmaceutical
17 11 (1.04%) Advertising
17 11 (1.04%) Electronics
17 11 (1.04%) Games
Job Titles
1 215 (20.36%) Senior
2 207 (19.60%) Lead
3 202 (19.13%) Data Engineer
4 194 (18.37%) Architect
5 139 (13.16%) Developer
6 121 (11.46%) Analyst
7 103 (9.75%) Data Architect
8 72 (6.82%) Senior Data Engineer
9 48 (4.55%) Enterprise Architect
10 46 (4.36%) Business Intelligence Developer
11 44 (4.17%) Business Intelligence Analyst
12 41 (3.88%) Senior Developer
13 40 (3.79%) Solutions Architect
14 35 (3.31%) Business Analyst
15 33 (3.13%) Senior Analyst
16 29 (2.75%) Data Analyst
17 27 (2.56%) Lead Data Engineer
17 27 (2.56%) Power BI Developer
18 26 (2.46%) Salesforce Architect
19 22 (2.08%) Python Engineer
Libraries, Frameworks & Software Standards
1 76 (7.20%) REST
2 68 (6.44%) Kafka
3 50 (4.73%) PySpark
4 48 (4.55%) XML
5 40 (3.79%) Lightning Web Components
6 39 (3.69%) .NET
7 38 (3.60%) Middleware
8 36 (3.41%) SOAP
9 32 (3.03%) HTML
9 32 (3.03%) RESTful
10 31 (2.94%) CSS
11 26 (2.46%) JSON
12 21 (1.99%) Web Services
13 18 (1.70%) ASP.NET
14 16 (1.52%) Spring Boot
15 15 (1.42%) .NET Core
15 15 (1.42%) React
16 14 (1.33%) AngularJS
17 13 (1.23%) Visualforce
18 12 (1.14%) RabbitMQ
Miscellaneous
1 68 (6.44%) Enterprise Software
2 67 (6.34%) Product Ownership
3 52 (4.92%) Management Information System
4 51 (4.83%) Cloud Native
5 40 (3.79%) Data Structures
6 30 (2.84%) Legacy Systems
7 25 (2.37%) Algorithms
8 20 (1.89%) Life Science
9 16 (1.52%) CMDB
9 16 (1.52%) Distributed Systems
10 14 (1.33%) Self-Motivation
11 13 (1.23%) Analytical Mindset
12 12 (1.14%) Taxonomies
13 11 (1.04%) Virtual Team
14 10 (0.95%) FMCG
14 10 (0.95%) Foreign Exchange (FX)
15 8 (0.76%) Reinsurance
16 7 (0.66%) Market Risk
16 7 (0.66%) Mobile App
16 7 (0.66%) NHS
Operating Systems
1 13 (1.23%) Linux
2 12 (1.14%) Unix
3 3 (0.28%) Windows
4 2 (0.19%) Android
4 2 (0.19%) Apple iOS
Processes & Methodologies
1 431 (40.81%) Analytics
2 364 (34.47%) Business Intelligence
3 332 (31.44%) ETL
4 328 (31.06%) Agile
5 296 (28.03%) Data Management
6 267 (25.28%) Data Architecture
7 244 (23.11%) Data Engineering
8 226 (21.40%) Data Governance
9 225 (21.31%) DevOps
10 220 (20.83%) Data Pipeline
11 206 (19.51%) Problem-Solving
12 181 (17.14%) Visualisation
13 177 (16.76%) Decision-Making
14 167 (15.81%) Data Integration
15 156 (14.77%) Computer Science
16 152 (14.39%) CI/CD
17 147 (13.92%) Data Strategy
18 142 (13.45%) Data Science
19 141 (13.35%) Stakeholder Management
20 132 (12.50%) Migration
Programming Languages
1 521 (49.34%) SQL
2 324 (30.68%) Python
3 86 (8.14%) Data Analysis Expressions
4 71 (6.72%) Java
5 46 (4.36%) C#
6 44 (4.17%) JavaScript
7 39 (3.69%) Apex Code
8 36 (3.41%) R
9 33 (3.13%) T-SQL
10 31 (2.94%) Scala
11 19 (1.80%) PowerShell
12 16 (1.52%) Bash
12 16 (1.52%) TypeScript
13 13 (1.23%) SPARQL
14 12 (1.14%) C++
15 7 (0.66%) Go
15 7 (0.66%) Shell Script
16 6 (0.57%) PL/SQL
17 5 (0.47%) VBA
18 4 (0.38%) PHP
Qualifications
1 230 (21.78%) Degree
2 83 (7.86%) Computer Science Degree
2 83 (7.86%) DBS Check
3 65 (6.16%) Azure Certification
4 61 (5.78%) Master's Degree
5 47 (4.45%) AWS Certification
6 46 (4.36%) Security Cleared
7 34 (3.22%) SC Cleared
8 24 (2.27%) Microsoft Certification
9 19 (1.80%) PhD
10 16 (1.52%) BPSS Clearance
11 10 (0.95%) AWS Certified Solutions Architect
12 6 (0.57%) DV Cleared
12 6 (0.57%) TOGAF Certification
13 5 (0.47%) ITIL Foundation Certificate
13 5 (0.47%) PMI Certification
13 5 (0.47%) PMP
14 4 (0.38%) CFA
14 4 (0.38%) MCAD
14 4 (0.38%) Numerate Degree
Quality Assurance & Compliance
1 210 (19.89%) Data Quality
2 70 (6.63%) GDPR
3 69 (6.53%) Accessibility
4 60 (5.68%) QA
5 13 (1.23%) ISO/IEC 27001
6 10 (0.95%) California Consumer Privacy Act
7 6 (0.57%) GxP
7 6 (0.57%) NIST
7 6 (0.57%) SOC 2
8 5 (0.47%) HIPAA
9 4 (0.38%) Cyber Essentials
10 2 (0.19%) Actionable Recommendations
10 2 (0.19%) Dublin Core
10 2 (0.19%) IEC 62304
10 2 (0.19%) ISO 13485
10 2 (0.19%) PCI DSS
11 1 (0.095%) IFRS
11 1 (0.095%) MiFID
11 1 (0.095%) PMO
System Software
1 44 (4.17%) Docker
2 10 (0.95%) HDFS
3 9 (0.85%) Active Directory
4 3 (0.28%) Apache Flume
5 1 (0.095%) Virtual Machines
Systems Management
1 46 (4.36%) Kubernetes
2 40 (3.79%) Terraform
3 9 (0.85%) Single Sign-On
4 6 (0.57%) Ansible
5 3 (0.28%) Grafana
5 3 (0.28%) Kibana
5 3 (0.28%) logstash
5 3 (0.28%) Oozie
5 3 (0.28%) Prometheus
Vendors
1 239 (22.63%) Microsoft
2 120 (11.36%) Databricks
3 109 (10.32%) Oracle
4 79 (7.48%) Salesforce
5 78 (7.39%) SAP
6 76 (7.20%) Google
7 44 (4.17%) Informatica
8 22 (2.08%) Salesforce Marketing Cloud
9 21 (1.99%) ServiceNow
10 14 (1.33%) IBM
10 14 (1.33%) MuleSoft
11 13 (1.23%) Talend
12 6 (0.57%) Infor
12 6 (0.57%) Okta
12 6 (0.57%) OpenAI
12 6 (0.57%) Red Hat
13 5 (0.47%) Sparx
13 5 (0.47%) Splunk
13 5 (0.47%) Workday
14 4 (0.38%) CA Agile Central
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