Data Modelling Jobs in the North West

Data Modelling
England > North West

The table below provides summary statistics for permanent job vacancies advertised in the North West 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 16 May 2025, comparing them to the same period in the previous two years.

6 months to
16 May 2025
Same period 2024 Same period 2023
Rank 214 94 187
Rank change year-on-year -120 +93 -65
Permanent jobs citing Data Modelling 80 248 119
As % of all permanent jobs advertised in the North West 1.00% 2.51% 1.54%
As % of the Processes & Methodologies category 1.04% 3.03% 1.61%
Number of salaries quoted 46 196 70
10th Percentile £38,750 £35,000 £39,544
25th Percentile £42,500 £44,688 £42,813
Median annual salary (50th Percentile) £52,500 £67,500 £52,500
Median % change year-on-year -22.22% +28.57% -3.29%
75th Percentile £79,688 £90,000 £71,250
90th Percentile £103,125 £100,000 £80,000
England median annual salary £65,000 £67,500 £67,500
% change year-on-year -3.70% - +3.85%

All Process and Methodology Skills
North West

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 North West.

Permanent vacancies with a requirement for process or methodology skills 7,677 8,179 7,410
As % of all permanent jobs advertised in the North West 95.83% 82.75% 95.59%
Number of salaries quoted 3,992 6,212 3,861
10th Percentile £25,895 £27,500 £30,831
25th Percentile £40,000 £37,500 £41,250
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% +4.76%
75th Percentile £61,000 £65,000 £70,000
90th Percentile £77,500 £80,000 £82,500
England median annual salary £57,500 £55,000 £62,500
% change year-on-year +4.55% -12.00% +4.17%

Data Modelling
Job Vacancy Trend in the North West

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Data Modelling in the North West

Data Modelling
Salary Trend in the North West

3-month moving average salary quoted in jobs citing Data Modelling in the North West.

Salary trend for Data Modelling in the North West

Data Modelling
Salary Histogram in the North West

Salary distribution for jobs citing Data Modelling in the North West over the 6 months to 16 May 2025.

Salary histogram for Data Modelling in the North West

Data Modelling
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the North West region over the 6 months to 16 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
Manchester -13 47 £55,000 -12.87% 54
Lancashire -87 24 £52,500 +16.67% 40
Merseyside -9 7 £50,000 -41.18% 4
Cheshire -15 1 - - 10
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North West 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 15 (18.75%) Oracle Application Server
2 3 (3.75%) Apache Spark
3 1 (1.25%) Apache
3 1 (1.25%) Apache Airflow
3 1 (1.25%) SAS
3 1 (1.25%) SharePoint
Applications
1 3 (3.75%) Microsoft Office
Business Applications
1 5 (6.25%) NetSuite
2 1 (1.25%) Dynamics CRM
Cloud Services
1 27 (33.75%) Power Platform
2 26 (32.50%) Azure
3 16 (20.00%) AWS
4 7 (8.75%) Dynamics 365
4 7 (8.75%) Snowflake
5 6 (7.50%) GCP
6 5 (6.25%) Azure Data Factory
6 5 (6.25%) Azure Logic Apps
7 4 (5.00%) Azure Functions
7 4 (5.00%) Cloud Composer
7 4 (5.00%) PowerApps
7 4 (5.00%) Serverless
8 2 (2.50%) Azure Service Bus
8 2 (2.50%) dbt
8 2 (2.50%) Microsoft 365
8 2 (2.50%) Power Automate
9 1 (1.25%) Azure Cosmos DB
9 1 (1.25%) Azure Event Grid
9 1 (1.25%) Azure Synapse Analytics
9 1 (1.25%) Stitch
Communications & Networking
1 4 (5.00%) HTTP
Database & Business Intelligence
1 24 (30.00%) Data Warehouse
1 24 (30.00%) Power BI
2 16 (20.00%) Oracle Reports
3 15 (18.75%) Enterprise Data Warehouse
4 8 (10.00%) Big Data
4 8 (10.00%) NoSQL
4 8 (10.00%) SQL Server
5 6 (7.50%) Relational Database
6 4 (5.00%) BigQuery
6 4 (5.00%) MongoDB
7 3 (3.75%) Data Lake
8 2 (2.50%) BusinessObjects
8 2 (2.50%) Data Mining
8 2 (2.50%) MySQL
8 2 (2.50%) RDBMS
8 2 (2.50%) SQL Server Analysis Services
8 2 (2.50%) Tableau
9 1 (1.25%) Hadoop
9 1 (1.25%) SQL Server Integration Services
9 1 (1.25%) SQL Server Reporting Services
Development Applications
1 6 (7.50%) Git
1 6 (7.50%) JIRA
2 4 (5.00%) JUnit
General
1 37 (46.25%) Social Skills
2 36 (45.00%) Finance
3 31 (38.75%) Analytical Skills
4 15 (18.75%) Military
4 15 (18.75%) Organisational Skills
5 10 (12.50%) Retail
6 4 (5.00%) Banking
7 3 (3.75%) Marketing
7 3 (3.75%) Public Sector
8 2 (2.50%) Electronics
8 2 (2.50%) Inclusion and Diversity
9 1 (1.25%) Billing
9 1 (1.25%) Documentation Skills
9 1 (1.25%) Influencing Skills
9 1 (1.25%) Law
9 1 (1.25%) Manufacturing
Job Titles
1 22 (27.50%) Data Engineer
2 19 (23.75%) Senior
3 12 (15.00%) Analyst
4 8 (10.00%) Senior Data Engineer
5 7 (8.75%) Architect
6 5 (6.25%) Consultant
6 5 (6.25%) Database Engineer
6 5 (6.25%) Developer
6 5 (6.25%) NetSuite Consultant
6 5 (6.25%) Senior Analyst
6 5 (6.25%) Technical Consultant
7 4 (5.00%) Business Intelligence Developer
7 4 (5.00%) Data Analyst
7 4 (5.00%) Data Architect
7 4 (5.00%) Full-Stack Engineer
7 4 (5.00%) Head of Engineering
7 4 (5.00%) Integration Analyst
8 3 (3.75%) Lead
8 3 (3.75%) Project Analyst
8 3 (3.75%) Systems Analyst
Libraries, Frameworks & Software Standards
1 11 (13.75%) REST
2 10 (12.50%) HTML
3 9 (11.25%) SOAP
4 8 (10.00%) XML
5 5 (6.25%) CSS
5 5 (6.25%) JSON
5 5 (6.25%) Kafka
5 5 (6.25%) RESTful
5 5 (6.25%) Restlet
6 4 (5.00%) AngularJS
6 4 (5.00%) gRPC
6 4 (5.00%) Spring
6 4 (5.00%) Spring Batch
6 4 (5.00%) Spring Boot
7 1 (1.25%) HTML5 Canvas
7 1 (1.25%) Spark Streaming
7 1 (1.25%) Web Services
7 1 (1.25%) XGBoost
Miscellaneous
1 8 (10.00%) Legacy Systems
2 5 (6.25%) Product Ownership
3 4 (5.00%) Distributed Systems
4 3 (3.75%) Cloud Native
5 2 (2.50%) Data Structures
5 2 (2.50%) Management Information System
5 2 (2.50%) Public Cloud
6 1 (1.25%) Algorithms
6 1 (1.25%) Analytical Mindset
6 1 (1.25%) Data Protection Act
6 1 (1.25%) Legacy Applications
6 1 (1.25%) Mobile App
Processes & Methodologies
1 34 (42.50%) Agile
2 33 (41.25%) Analytics
3 32 (40.00%) Business Intelligence
4 23 (28.75%) Data Management
5 21 (26.25%) Data Engineering
6 20 (25.00%) Problem-Solving
7 18 (22.50%) Data Integration
8 17 (21.25%) Service Management
9 16 (20.00%) Data Pipeline
9 16 (20.00%) DevOps
9 16 (20.00%) Mentoring
10 15 (18.75%) Business Analysis
10 15 (18.75%) Customer Experience
10 15 (18.75%) ETL
10 15 (18.75%) ITIL
11 14 (17.50%) Coaching
12 13 (16.25%) Decision-Making
13 12 (15.00%) Data Strategy
13 12 (15.00%) Migration
13 12 (15.00%) Visualisation
Programming Languages
1 28 (35.00%) SQL
2 22 (27.50%) Python
3 12 (15.00%) JavaScript
4 6 (7.50%) Java
5 5 (6.25%) Data Analysis Expressions
5 5 (6.25%) TypeScript
6 3 (3.75%) T-SQL
7 2 (2.50%) R
8 1 (1.25%) Bash
8 1 (1.25%) C#
8 1 (1.25%) Kusto Query Language
8 1 (1.25%) Scala
Qualifications
1 18 (22.50%) DBS Check
2 8 (10.00%) Degree
3 1 (1.25%) AWS Certification
3 1 (1.25%) Computer Science Degree
3 1 (1.25%) Master's Degree
3 1 (1.25%) PhD
3 1 (1.25%) SnowPro
Quality Assurance & Compliance
1 16 (20.00%) Data Quality
2 6 (7.50%) Accessibility
3 3 (3.75%) PMO
4 1 (1.25%) GDPR
4 1 (1.25%) ISO/IEC 27001
4 1 (1.25%) SOC 2
Vendors
1 17 (21.25%) Oracle
2 14 (17.50%) Microsoft
3 8 (10.00%) Informatica
4 7 (8.75%) Databricks
4 7 (8.75%) Google
5 4 (5.00%) Bloomberg
6 2 (2.50%) Alteryx
6 2 (2.50%) SAP
7 1 (1.25%) MicroStrategy
7 1 (1.25%) Talend