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

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 158 113 108
Rank change year-on-year -45 -5 -8
Permanent jobs citing Data Modelling 1,033 2,101 2,703
As % of all permanent jobs advertised in England 2.11% 2.35% 3.13%
As % of the Processes & Methodologies category 2.24% 2.79% 3.27%
Number of salaries quoted 559 1,388 1,519
10th Percentile £42,500 £41,153 £43,750
25th Percentile £53,000 £50,222 £51,833
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +3.85%
75th Percentile £82,500 £87,500 £85,000
90th Percentile £103,800 £100,000 £103,500
UK median annual salary £65,000 £65,400 £67,500
% change year-on-year -0.61% -3.11% +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 46,039 75,199 82,570
As % of all permanent jobs advertised in England 94.03% 84.05% 95.58%
Number of salaries quoted 22,875 54,702 49,146
10th Percentile £29,500 £29,000 £34,452
25th Percentile £41,250 £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 £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,443 £55,000 £60,899
% change year-on-year +4.44% -9.69% +1.50%

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 30 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 30 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 -28 412 £75,000 -1.93% 654
South East +48 231 £65,000 -1.52% 1,254
North of England -126 114 £57,500 -6.66% 850
Midlands -33 104 £62,500 +13.64% 758
South West +57 92 £60,000 +9.09% 491
North West -121 77 £52,500 -22.22% 374
West Midlands -41 70 £60,000 +4.35% 406
East of England +9 38 £70,000 +48.48% 588
East Midlands +13 34 £63,500 +31.61% 302
Yorkshire -7 34 £60,000 +26.32% 361
North East -2 7 £50,000 -21.88% 117
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 77 (7.45%) Apache Spark
2 61 (5.91%) Oracle Application Server
3 41 (3.97%) Apache Airflow
4 37 (3.58%) Apache
5 15 (1.45%) Confluence
5 15 (1.45%) SharePoint
6 13 (1.26%) SAS
7 8 (0.77%) Luigi
7 8 (0.77%) Microsoft Exchange
8 2 (0.19%) Appian
8 2 (0.19%) BizTalk Server
8 2 (0.19%) IBM Domino
8 2 (0.19%) Oracle Workflow
9 1 (0.097%) ArcGIS
9 1 (0.097%) CMS
9 1 (0.097%) Headless CMS
9 1 (0.097%) Jupyter
Applications
1 44 (4.26%) Microsoft Excel
2 22 (2.13%) Microsoft Office
3 15 (1.45%) Microsoft PowerPoint
4 10 (0.97%) MS Visio
5 2 (0.19%) Microsoft Project
6 1 (0.097%) Simulink
6 1 (0.097%) Sketch
6 1 (0.097%) Trello
Business Applications
1 22 (2.13%) NetSuite
2 14 (1.36%) Dynamics CRM
3 8 (0.77%) Salesforce CRM
4 6 (0.58%) Infor M3
5 4 (0.39%) Endur
5 4 (0.39%) Sparx Enterprise Architect
6 3 (0.29%) Shopify
7 2 (0.19%) Dynamics AX
7 2 (0.19%) SAP S/4HANA
8 1 (0.097%) Aladdin
8 1 (0.097%) Dynamics GP
8 1 (0.097%) Dynamics NAV
8 1 (0.097%) Maximo
8 1 (0.097%) Oracle EBS
8 1 (0.097%) Oracle ERP
8 1 (0.097%) Payment Gateway
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
1 452 (43.76%) Azure
2 285 (27.59%) Power Platform
3 265 (25.65%) AWS
4 156 (15.10%) GCP
5 107 (10.36%) Azure Data Factory
6 89 (8.62%) Snowflake
7 55 (5.32%) Azure Synapse Analytics
8 53 (5.13%) Serverless
9 52 (5.03%) SaaS
10 49 (4.74%) Azure DevOps
11 45 (4.36%) dbt
12 41 (3.97%) Power Automate
13 37 (3.58%) Azure Logic Apps
14 36 (3.48%) PowerApps
15 35 (3.39%) Dynamics 365
15 35 (3.39%) Microsoft 365
16 33 (3.19%) Amazon S3
17 30 (2.90%) Microsoft Purview
18 24 (2.32%) AWS Lambda
19 22 (2.13%) Salesforce Sales Cloud
Communications & Networking
1 6 (0.58%) HTTP
2 2 (0.19%) ADSL2
3 1 (0.097%) Firewall
3 1 (0.097%) PuTTY
3 1 (0.097%) X.21
Database & Business Intelligence
1 339 (32.82%) Data Warehouse
2 266 (25.75%) Power BI
3 154 (14.91%) Data Lake
4 111 (10.75%) Metadata
5 101 (9.78%) SQL Server
6 82 (7.94%) NoSQL
7 80 (7.74%) Big Data
8 66 (6.39%) Tableau
9 64 (6.20%) Oracle Reports
10 63 (6.10%) Enterprise Data Warehouse
11 57 (5.52%) Relational Database
12 48 (4.65%) SQL Server Integration Services
13 47 (4.55%) Amazon Redshift
14 43 (4.16%) Power Query
15 38 (3.68%) BigQuery
16 34 (3.29%) Hadoop
17 33 (3.19%) Azure SQL Database
18 30 (2.90%) SQL Server Reporting Services
19 26 (2.52%) PostgreSQL
20 24 (2.32%) Looker
Development Applications
1 50 (4.84%) JIRA
2 47 (4.55%) Git
3 14 (1.36%) MagicDraw
4 13 (1.26%) ERwin
5 10 (0.97%) Jenkins
6 9 (0.87%) Bitbucket
6 9 (0.87%) ER Studio
7 5 (0.48%) Eclipse
7 5 (0.48%) MLflow
8 4 (0.39%) JUnit
8 4 (0.39%) Subversion
9 2 (0.19%) PowerDesigner
9 2 (0.19%) Team Foundation Server
9 2 (0.19%) Visual Studio
10 1 (0.097%) GitLab
10 1 (0.097%) Liquibase
10 1 (0.097%) Oracle Forms
10 1 (0.097%) Robot Framework
10 1 (0.097%) Snyk
10 1 (0.097%) SQL Server Management Studio (SSMS)
General
1 418 (40.46%) Social Skills
2 312 (30.20%) Finance
3 296 (28.65%) Analytical Skills
4 173 (16.75%) Law
5 87 (8.42%) Marketing
6 67 (6.49%) Banking
7 66 (6.39%) Organisational Skills
8 60 (5.81%) Military
9 59 (5.71%) Inclusion and Diversity
10 44 (4.26%) Public Sector
11 35 (3.39%) Retail
12 28 (2.71%) Manufacturing
13 21 (2.03%) Financial Institution
13 21 (2.03%) Retail Banking
14 20 (1.94%) Legal
15 19 (1.84%) Telecoms
16 16 (1.55%) Pharmaceutical
17 13 (1.26%) Advertising
17 13 (1.26%) Games
18 11 (1.06%) Electronics
Job Titles
1 218 (21.10%) Senior
2 207 (20.04%) Data Engineer
3 200 (19.36%) Lead
4 181 (17.52%) Architect
5 136 (13.17%) Developer
6 120 (11.62%) Analyst
7 99 (9.58%) Data Architect
8 74 (7.16%) Senior Data Engineer
9 46 (4.45%) Enterprise Architect
10 43 (4.16%) Business Intelligence Analyst
10 43 (4.16%) Business Intelligence Developer
11 41 (3.97%) Senior Developer
12 37 (3.58%) Business Analyst
13 33 (3.19%) Solutions Architect
14 32 (3.10%) Senior Analyst
15 30 (2.90%) Lead Data Engineer
16 29 (2.81%) Data Analyst
17 26 (2.52%) Consultant
18 25 (2.42%) Power BI Developer
19 24 (2.32%) Salesforce Architect
Libraries, Frameworks & Software Standards
1 71 (6.87%) REST
2 64 (6.20%) Kafka
3 58 (5.61%) XML
4 47 (4.55%) PySpark
5 45 (4.36%) SOAP
6 38 (3.68%) Lightning Web Components
6 38 (3.68%) Middleware
7 37 (3.58%) HTML
8 33 (3.19%) .NET
9 30 (2.90%) RESTful
10 28 (2.71%) CSS
11 23 (2.23%) JSON
12 21 (2.03%) Web Services
13 18 (1.74%) ASP.NET
13 18 (1.74%) Restlet
14 15 (1.45%) .NET Core
14 15 (1.45%) Spring Boot
15 13 (1.26%) RabbitMQ
16 12 (1.16%) AngularJS
16 12 (1.16%) Pandas
Miscellaneous
1 65 (6.29%) Enterprise Software
2 61 (5.91%) Product Ownership
3 52 (5.03%) Management Information System
4 51 (4.94%) Cloud Native
5 38 (3.68%) Data Structures
6 36 (3.48%) Legacy Systems
7 26 (2.52%) Algorithms
8 20 (1.94%) Life Science
9 15 (1.45%) CMDB
9 15 (1.45%) Distributed Systems
10 14 (1.36%) Self-Motivation
11 12 (1.16%) Taxonomies
12 11 (1.06%) NHS
12 11 (1.06%) Reinsurance
12 11 (1.06%) Virtual Team
13 9 (0.87%) Analytical Mindset
13 9 (0.87%) Foreign Exchange (FX)
14 8 (0.77%) FMCG
15 7 (0.68%) Mobile App
16 6 (0.58%) Reference Data
Operating Systems
1 13 (1.26%) Linux
2 10 (0.97%) Unix
3 3 (0.29%) Windows
4 2 (0.19%) Android
4 2 (0.19%) Apple iOS
5 1 (0.097%) Ubuntu
Processes & Methodologies
1 423 (40.95%) Analytics
2 362 (35.04%) Business Intelligence
3 312 (30.20%) ETL
4 309 (29.91%) Agile
5 291 (28.17%) Data Management
6 264 (25.56%) Data Architecture
7 242 (23.43%) Data Engineering
8 224 (21.68%) DevOps
9 215 (20.81%) Problem-Solving
10 210 (20.33%) Data Pipeline
11 199 (19.26%) Data Governance
12 189 (18.30%) Visualisation
13 173 (16.75%) Decision-Making
14 157 (15.20%) Data Integration
15 155 (15.00%) Computer Science
16 151 (14.62%) CI/CD
17 140 (13.55%) Data Strategy
18 139 (13.46%) Stakeholder Management
19 134 (12.97%) Data Science
20 133 (12.88%) Data Visualisation
Programming Languages
1 517 (50.05%) SQL
2 317 (30.69%) Python
3 86 (8.33%) Data Analysis Expressions
4 65 (6.29%) Java
5 45 (4.36%) JavaScript
6 44 (4.26%) C#
7 39 (3.78%) T-SQL
8 38 (3.68%) R
9 37 (3.58%) Apex Code
10 34 (3.29%) Scala
11 20 (1.94%) PowerShell
12 17 (1.65%) TypeScript
13 13 (1.26%) Bash
13 13 (1.26%) SPARQL
14 12 (1.16%) C++
15 6 (0.58%) MATLAB
15 6 (0.58%) PL/SQL
15 6 (0.58%) Shell Script
15 6 (0.58%) VBA
16 5 (0.48%) Go
Qualifications
1 226 (21.88%) Degree
2 83 (8.03%) Computer Science Degree
3 81 (7.84%) DBS Check
4 65 (6.29%) Azure Certification
5 61 (5.91%) Master's Degree
6 45 (4.36%) Security Cleared
7 41 (3.97%) AWS Certification
8 35 (3.39%) SC Cleared
9 18 (1.74%) Microsoft Certification
9 18 (1.74%) PhD
10 15 (1.45%) BPSS Clearance
11 8 (0.77%) AWS Certified Solutions Architect
12 6 (0.58%) DV Cleared
12 6 (0.58%) TOGAF Certification
13 5 (0.48%) ITIL Foundation Certificate
14 4 (0.39%) Numerate Degree
14 4 (0.39%) PMI Certification
15 3 (0.29%) CITP
15 3 (0.29%) PMP
15 3 (0.29%) Postgraduate
Quality Assurance & Compliance
1 201 (19.46%) Data Quality
2 67 (6.49%) Accessibility
3 61 (5.91%) GDPR
4 51 (4.94%) QA
5 13 (1.26%) ISO/IEC 27001
6 10 (0.97%) California Consumer Privacy Act
7 6 (0.58%) GxP
7 6 (0.58%) SOC 2
8 5 (0.48%) NIST
9 4 (0.39%) Cyber Essentials
9 4 (0.39%) HIPAA
10 2 (0.19%) Dublin Core
10 2 (0.19%) IEC 62304
10 2 (0.19%) ISO 13485
10 2 (0.19%) PCI DSS
10 2 (0.19%) PMO
11 1 (0.097%) Actionable Recommendations
11 1 (0.097%) ISO 9001
11 1 (0.097%) MiFID
System Software
1 44 (4.26%) Docker
2 9 (0.87%) Active Directory
3 8 (0.77%) HDFS
4 1 (0.097%) Apache Flume
4 1 (0.097%) Virtual Machines
Systems Management
1 44 (4.26%) Kubernetes
2 37 (3.58%) Terraform
3 9 (0.87%) Single Sign-On
4 6 (0.58%) Ansible
5 3 (0.29%) Grafana
5 3 (0.29%) Prometheus
6 1 (0.097%) Argo
6 1 (0.097%) Kibana
6 1 (0.097%) logstash
6 1 (0.097%) Oozie
Vendors
1 229 (22.17%) Microsoft
2 113 (10.94%) Databricks
3 110 (10.65%) Oracle
4 74 (7.16%) Google
5 73 (7.07%) Salesforce
6 70 (6.78%) SAP
7 39 (3.78%) Informatica
8 22 (2.13%) Salesforce Marketing Cloud
9 19 (1.84%) ServiceNow
10 13 (1.26%) IBM
11 12 (1.16%) MuleSoft
12 11 (1.06%) Talend
13 7 (0.68%) OpenAI
13 7 (0.68%) Red Hat
14 6 (0.58%) Infor
15 5 (0.48%) Intel
16 4 (0.39%) Adobe
16 4 (0.39%) OpenLink
16 4 (0.39%) Sybase
16 4 (0.39%) TIBCO