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 10 May 2025, comparing them to the same period in the previous two years.

6 months to
10 May 2025
Same period 2024 Same period 2023
Rank 153 114 109
Rank change year-on-year -39 -5 -9
Permanent jobs citing Data Modelling 1,026 2,100 2,794
As % of all permanent jobs advertised in England 2.12% 2.45% 3.10%
As % of the Processes & Methodologies category 2.26% 2.86% 3.24%
Number of salaries quoted 565 1,397 1,580
10th Percentile £42,500 £41,250 £43,750
25th Percentile £52,500 £51,250 £51,750
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +3.85%
75th Percentile £83,750 £87,500 £85,000
90th Percentile £105,000 £100,000 £102,500
UK median annual salary £65,000 £65,000 £67,003
% change year-on-year - -2.99% +3.08%

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 45,406 73,310 86,322
As % of all permanent jobs advertised in England 94.00% 85.47% 95.63%
Number of salaries quoted 24,165 53,944 51,053
10th Percentile £30,000 £29,000 £34,308
25th Percentile £42,500 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £76,250 £73,332 £82,500
90th Percentile £100,000 £93,750 £101,250
UK median annual salary £57,500 £55,000 £61,180
% change year-on-year +4.55% -10.10% +1.97%

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 10 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 10 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 -26 417 £75,000 - 891
South East +53 228 £65,000 - 363
North of England -108 115 £57,500 -6.05% 215
Midlands -45 104 £62,500 +13.64% 140
South West +54 88 £60,000 +9.09% 99
North West -102 81 £52,500 -22.22% 124
West Midlands -32 74 £60,000 +9.09% 88
Yorkshire -10 33 £60,000 +23.08% 77
East of England +2 32 £67,500 +43.18% 106
East Midlands +9 30 £64,750 +40.00% 43
North East -4 5 £61,206 -3.99% 18
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 69 (6.73%) Apache Spark
2 61 (5.95%) Oracle Application Server
3 42 (4.09%) Apache Airflow
4 33 (3.22%) Apache
5 15 (1.46%) Confluence
5 15 (1.46%) SharePoint
6 10 (0.97%) Luigi
7 9 (0.88%) SAS
8 8 (0.78%) Microsoft Exchange
9 2 (0.19%) BizTalk Server
9 2 (0.19%) IBM Domino
10 1 (0.097%) Appian
10 1 (0.097%) CMS
10 1 (0.097%) Headless CMS
10 1 (0.097%) Jupyter
Applications
1 49 (4.78%) Microsoft Excel
2 28 (2.73%) Microsoft Office
3 17 (1.66%) Microsoft PowerPoint
3 17 (1.66%) MS Visio
4 5 (0.49%) Microsoft Project
5 1 (0.097%) Sketch
5 1 (0.097%) Spreadsheet
Business Applications
1 32 (3.12%) NetSuite
2 11 (1.07%) Dynamics CRM
3 6 (0.58%) Infor M3
4 5 (0.49%) Salesforce CRM
4 5 (0.49%) SAP S/4HANA
5 4 (0.39%) Endur
6 3 (0.29%) Aladdin
6 3 (0.29%) Sparx Enterprise Architect
7 2 (0.19%) Dynamics AX
7 2 (0.19%) SAP MDG
8 1 (0.097%) Oracle ERP
8 1 (0.097%) SAP CAR
8 1 (0.097%) SAP FI
8 1 (0.097%) SAP Retail
8 1 (0.097%) SAP SD
Cloud Services
1 417 (40.64%) Azure
2 279 (27.19%) Power Platform
3 228 (22.22%) AWS
4 140 (13.65%) GCP
5 104 (10.14%) Azure Data Factory
6 93 (9.06%) Snowflake
7 52 (5.07%) Azure Synapse Analytics
8 46 (4.48%) SaaS
9 45 (4.39%) Serverless
10 42 (4.09%) dbt
11 39 (3.80%) Azure DevOps
12 35 (3.41%) Power Automate
13 34 (3.31%) Azure Logic Apps
13 34 (3.31%) Dynamics 365
14 33 (3.22%) Microsoft 365
15 32 (3.12%) PowerApps
16 27 (2.63%) Amazon S3
17 25 (2.44%) Microsoft Purview
18 22 (2.14%) Salesforce Sales Cloud
19 19 (1.85%) AWS Lambda
Communications & Networking
1 5 (0.49%) HTTP
2 1 (0.097%) Firewall
2 1 (0.097%) X.21
Database & Business Intelligence
1 328 (31.97%) Data Warehouse
2 264 (25.73%) Power BI
3 144 (14.04%) Data Lake
4 111 (10.82%) Metadata
5 97 (9.45%) SQL Server
6 82 (7.99%) NoSQL
7 79 (7.70%) Tableau
8 69 (6.73%) Relational Database
9 66 (6.43%) Big Data
10 64 (6.24%) Enterprise Data Warehouse
10 64 (6.24%) Oracle Reports
11 50 (4.87%) SQL Server Integration Services
12 41 (4.00%) Amazon Redshift
13 38 (3.70%) BigQuery
14 36 (3.51%) Power Query
15 34 (3.31%) Azure SQL Database
16 28 (2.73%) SQL Server Reporting Services
17 27 (2.63%) Hadoop
17 27 (2.63%) RDBMS
18 23 (2.24%) Looker
Development Applications
1 45 (4.39%) JIRA
2 42 (4.09%) Git
3 16 (1.56%) MagicDraw
4 15 (1.46%) ERwin
5 11 (1.07%) Bitbucket
6 8 (0.78%) Jenkins
7 5 (0.49%) Eclipse
7 5 (0.49%) MLflow
8 4 (0.39%) ER Studio
9 3 (0.29%) JUnit
9 3 (0.29%) Subversion
10 2 (0.19%) LSMW
10 2 (0.19%) PowerDesigner
10 2 (0.19%) SQL Server Management Studio (SSMS)
10 2 (0.19%) Team Foundation Server
10 2 (0.19%) Visual Studio
11 1 (0.097%) Atlassian Bamboo
11 1 (0.097%) GitLab
11 1 (0.097%) Liquibase
11 1 (0.097%) Oracle Forms
General
1 433 (42.20%) Social Skills
2 316 (30.80%) Finance
3 311 (30.31%) Analytical Skills
4 152 (14.81%) Law
5 77 (7.50%) Marketing
6 73 (7.12%) Organisational Skills
7 63 (6.14%) Banking
8 60 (5.85%) Military
9 47 (4.58%) Inclusion and Diversity
10 44 (4.29%) Public Sector
11 35 (3.41%) Retail
12 25 (2.44%) Financial Institution
13 24 (2.34%) Manufacturing
14 23 (2.24%) Retail Banking
15 21 (2.05%) Legal
16 18 (1.75%) Advertising
17 16 (1.56%) Pharmaceutical
17 16 (1.56%) Telecoms
18 13 (1.27%) Games
19 11 (1.07%) Influencing Skills
Job Titles
1 207 (20.18%) Senior
2 206 (20.08%) Data Engineer
3 189 (18.42%) Lead
4 184 (17.93%) Architect
5 130 (12.67%) Developer
6 127 (12.38%) Analyst
7 110 (10.72%) Data Architect
8 72 (7.02%) Senior Data Engineer
9 48 (4.68%) Enterprise Architect
10 42 (4.09%) Business Intelligence Developer
11 41 (4.00%) Consultant
12 39 (3.80%) Business Intelligence Analyst
13 37 (3.61%) Business Analyst
14 36 (3.51%) Senior Developer
15 33 (3.22%) Data Analyst
16 32 (3.12%) Senior Analyst
17 31 (3.02%) Lead Data Engineer
18 29 (2.83%) Solutions Architect
19 24 (2.34%) Power BI Developer
20 23 (2.24%) Azure Engineer
Libraries, Frameworks & Software Standards
1 74 (7.21%) XML
2 67 (6.53%) REST
3 59 (5.75%) SOAP
4 50 (4.87%) Kafka
5 44 (4.29%) HTML
5 44 (4.29%) PySpark
6 39 (3.80%) Middleware
7 37 (3.61%) Lightning Web Components
8 28 (2.73%) RESTful
9 27 (2.63%) JSON
9 27 (2.63%) Restlet
9 27 (2.63%) Web Services
10 26 (2.53%) .NET
11 25 (2.44%) CSS
12 18 (1.75%) ASP.NET
13 16 (1.56%) Pandas
14 14 (1.36%) .NET Core
15 13 (1.27%) OAuth
16 12 (1.17%) RabbitMQ
16 12 (1.17%) Visualforce
Miscellaneous
1 61 (5.95%) Enterprise Software
2 58 (5.65%) Product Ownership
3 45 (4.39%) Management Information System
4 43 (4.19%) Legacy Systems
5 39 (3.80%) Data Structures
6 37 (3.61%) Cloud Native
7 30 (2.92%) Algorithms
8 19 (1.85%) Life Science
9 14 (1.36%) Analytical Mindset
9 14 (1.36%) CMDB
10 13 (1.27%) NHS
10 13 (1.27%) Self-Motivation
11 12 (1.17%) Taxonomies
11 12 (1.17%) Virtual Team
12 10 (0.97%) Distributed Systems
12 10 (0.97%) Reinsurance
13 9 (0.88%) Foreign Exchange (FX)
14 7 (0.68%) Distributed Computing
14 7 (0.68%) FMCG
14 7 (0.68%) Public Cloud
Operating Systems
1 10 (0.97%) Linux
1 10 (0.97%) Unix
2 5 (0.49%) Windows
3 3 (0.29%) Ubuntu
4 2 (0.19%) Android
4 2 (0.19%) Apple iOS
Processes & Methodologies
1 409 (39.86%) Analytics
2 368 (35.87%) Business Intelligence
3 301 (29.34%) Data Management
4 299 (29.14%) Agile
5 291 (28.36%) ETL
6 270 (26.32%) Data Architecture
7 240 (23.39%) Problem-Solving
8 215 (20.96%) Data Engineering
9 203 (19.79%) Visualisation
10 197 (19.20%) Data Governance
10 197 (19.20%) DevOps
11 188 (18.32%) Data Pipeline
12 157 (15.30%) Decision-Making
13 153 (14.91%) Data Integration
14 147 (14.33%) Data Visualisation
15 145 (14.13%) Computer Science
16 143 (13.94%) Data Strategy
17 142 (13.84%) Migration
18 134 (13.06%) Stakeholder Management
19 129 (12.57%) CI/CD
Programming Languages
1 488 (47.56%) SQL
2 295 (28.75%) Python
3 82 (7.99%) Data Analysis Expressions
4 53 (5.17%) JavaScript
5 49 (4.78%) Java
6 47 (4.58%) C#
7 45 (4.39%) T-SQL
8 39 (3.80%) R
9 35 (3.41%) Apex Code
10 30 (2.92%) Scala
11 23 (2.24%) PowerShell
12 16 (1.56%) TypeScript
13 13 (1.27%) SPARQL
14 11 (1.07%) C++
15 10 (0.97%) Bash
16 9 (0.88%) PL/SQL
17 6 (0.58%) Shell Script
18 5 (0.49%) MATLAB
18 5 (0.49%) VB
18 5 (0.49%) VBA
Qualifications
1 216 (21.05%) Degree
2 86 (8.38%) DBS Check
3 69 (6.73%) Computer Science Degree
4 55 (5.36%) Azure Certification
5 51 (4.97%) Master's Degree
6 44 (4.29%) Security Cleared
7 34 (3.31%) SC Cleared
8 32 (3.12%) AWS Certification
9 18 (1.75%) PhD
10 15 (1.46%) BPSS Clearance
11 13 (1.27%) Microsoft Certification
12 6 (0.58%) DV Cleared
12 6 (0.58%) TOGAF Certification
13 5 (0.49%) AWS Certified Solutions Architect
13 5 (0.49%) ITIL Foundation Certificate
14 4 (0.39%) Numerate Degree
14 4 (0.39%) PMI Certification
15 3 (0.29%) SnowPro
16 2 (0.19%) IIBA
16 2 (0.19%) PMP
Quality Assurance & Compliance
1 212 (20.66%) Data Quality
2 66 (6.43%) Accessibility
3 50 (4.87%) QA
4 43 (4.19%) GDPR
5 11 (1.07%) ISO/IEC 27001
6 6 (0.58%) GxP
7 5 (0.49%) SOC 2
8 4 (0.39%) Cyber Essentials
8 4 (0.39%) NIST
8 4 (0.39%) PMO
9 2 (0.19%) Actionable Recommendations
9 2 (0.19%) Dublin Core
9 2 (0.19%) EMIR
9 2 (0.19%) GRC
9 2 (0.19%) IEC 62304
9 2 (0.19%) ISO 13485
9 2 (0.19%) ISO 20022
9 2 (0.19%) MiFID
9 2 (0.19%) PCI DSS
9 2 (0.19%) SEPA
System Software
1 38 (3.70%) Docker
2 9 (0.88%) HDFS
3 8 (0.78%) Active Directory
4 1 (0.097%) Virtual Machines
Systems Management
1 38 (3.70%) Kubernetes
2 31 (3.02%) Terraform
3 11 (1.07%) Single Sign-On
4 4 (0.39%) Ansible
5 2 (0.19%) Grafana
5 2 (0.19%) Prometheus
6 1 (0.097%) Argo
Vendors
1 225 (21.93%) Microsoft
2 109 (10.62%) Oracle
3 106 (10.33%) Databricks
4 71 (6.92%) Salesforce
5 66 (6.43%) SAP
6 65 (6.34%) Google
7 37 (3.61%) Informatica
8 21 (2.05%) Salesforce Marketing Cloud
9 16 (1.56%) ServiceNow
10 12 (1.17%) IBM
11 11 (1.07%) MuleSoft
11 11 (1.07%) Red Hat
12 9 (0.88%) Talend
13 6 (0.58%) Infor
14 5 (0.49%) Bloomberg
14 5 (0.49%) Intel
14 5 (0.49%) OpenAI
14 5 (0.49%) StreamSets
15 4 (0.39%) Adobe
15 4 (0.39%) Sybase