Data Modelling Jobs in the North West

Data Modelling
England > North West

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 96 196 127
Rank change year-on-year +100 -69 +39
Permanent jobs citing Data Modelling 259 95 268
As % of all permanent jobs advertised in the North West 2.31% 1.30% 2.72%
As % of the Processes & Methodologies category 2.89% 1.36% 2.85%
Number of salaries quoted 207 70 155
10th Percentile £35,000 £39,544 £34,100
25th Percentile £45,625 £43,750 £41,250
Median annual salary (50th Percentile) £67,500 £53,416 £54,076
Median % change year-on-year +26.37% -1.22% +5.51%
75th Percentile £90,000 £71,250 £65,000
90th Percentile £100,000 £80,000 £95,000
England median annual salary £67,500 £67,750 £65,000
% change year-on-year -0.37% +4.23% +8.33%

All Process and Methodology Skills
North West

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 8,970 6,987 9,399
As % of all permanent jobs advertised in the North West 80.02% 95.58% 95.48%
Number of salaries quoted 6,539 3,850 5,342
10th Percentile £27,750 £31,250 £30,000
25th Percentile £37,500 £41,250 £38,947
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +9.03%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £82,500 £81,250
England median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +4.17% +9.09%

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 9 June 2024.

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 9 June 2024. 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 +58 132 £64,374 +22.62% 40
Merseyside +52 61 £90,000 +33.33% 5
Lancashire +19 38 £44,500 -19.09% 11
Cheshire -9 18 £35,000 -36.36% 6
Cumbria - 9 £55,000 -
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 3 (1.16%) Apache
2 2 (0.77%) Confluence
2 2 (0.77%) SAS
Applications
1 11 (4.25%) Microsoft Excel
2 3 (1.16%) Microsoft PowerPoint
3 1 (0.39%) MS Visio
3 1 (0.39%) Spreadsheet
Business Applications
1 3 (1.16%) Dynamics CRM
2 2 (0.77%) Sparx Enterprise Architect
3 1 (0.39%) NetSuite
Cloud Services
1 128 (49.42%) Azure
2 50 (19.31%) AWS
3 48 (18.53%) Azure DevOps
3 48 (18.53%) Power Platform
4 21 (8.11%) Snowflake
5 15 (5.79%) Azure Cosmos DB
5 15 (5.79%) Azure Data Factory
5 15 (5.79%) Matillion
6 14 (5.41%) Amazon S3
6 14 (5.41%) GCP
7 13 (5.02%) Amazon EC2
7 13 (5.02%) Amazon Kinesis
7 13 (5.02%) Azure Synapse Analytics
8 6 (2.32%) SaaS
9 5 (1.93%) Adobe Creative Cloud
10 4 (1.54%) Collibra
11 3 (1.16%) dbt
12 2 (0.77%) Adobe Analytics
12 2 (0.77%) Power Automate
12 2 (0.77%) PowerApps
Communications & Networking
1 2 (0.77%) DSL
1 2 (0.77%) HTTP
1 2 (0.77%) WebEx
2 1 (0.39%) Skype
Database & Business Intelligence
1 92 (35.52%) Data Warehouse
2 85 (32.82%) SQL Server
3 53 (20.46%) Data Vault
4 46 (17.76%) Power BI
5 29 (11.20%) Data Lake
6 26 (10.04%) Delta Lake
7 25 (9.65%) Metadata
8 20 (7.72%) Relational Database
9 19 (7.34%) SQL Server Integration Services
9 19 (7.34%) Star Schema
10 17 (6.56%) Tableau
11 15 (5.79%) Amazon Redshift
11 15 (5.79%) Elasticsearch
11 15 (5.79%) RDBMS
11 15 (5.79%) SQL Server Reporting Services
12 13 (5.02%) Amazon RDS
12 13 (5.02%) MySQL
13 11 (4.25%) MS Access
14 10 (3.86%) BigQuery
14 10 (3.86%) Power Query
Development Applications
1 45 (17.37%) JIRA
2 30 (11.58%) Git
3 15 (5.79%) GitLab
3 15 (5.79%) Postman
4 1 (0.39%) SQL Server Management Studio (SSMS)
4 1 (0.39%) Visual Studio
General
1 46 (17.76%) Analytical Skills
2 44 (16.99%) Finance
3 36 (13.90%) Social Skills
4 16 (6.18%) Legal
5 11 (4.25%) Manufacturing
6 8 (3.09%) Presentation Skills
6 8 (3.09%) Retail
7 5 (1.93%) Law
8 4 (1.54%) Documentation Skills
8 4 (1.54%) Influencing Skills
8 4 (1.54%) Marketing
8 4 (1.54%) Public Sector
9 3 (1.16%) Banking
9 3 (1.16%) Publishing
10 2 (0.77%) Inclusion and Diversity
10 2 (0.77%) Organisational Skills
10 2 (0.77%) Tech for Good
11 1 (0.39%) Telecoms
Job Titles
1 104 (40.15%) Data Engineer
2 63 (24.32%) Architect
3 60 (23.17%) Data Architect
4 55 (21.24%) Senior
5 32 (12.36%) Developer
5 32 (12.36%) Senior Data Engineer
6 29 (11.20%) Lead
7 26 (10.04%) Informatica Engineer
8 17 (6.56%) Analyst
8 17 (6.56%) Senior Architect
8 17 (6.56%) Senior Data Architect
9 16 (6.18%) Technical Leader
10 13 (5.02%) Lead Data Engineer
11 10 (3.86%) Business Intelligence Developer
12 7 (2.70%) Data Manager
12 7 (2.70%) ERP Developer
13 6 (2.32%) Power BI Developer
13 6 (2.32%) Principal Architect
13 6 (2.32%) Principal Data Architect
13 6 (2.32%) Systems Analyst
Libraries, Frameworks & Software Standards
1 31 (11.97%) PySpark
2 26 (10.04%) JSON
3 13 (5.02%) CSS
3 13 (5.02%) HTML
3 13 (5.02%) Spring
3 13 (5.02%) Spring Boot
4 10 (3.86%) REST
5 7 (2.70%) Kafka
6 6 (2.32%) SOAP
6 6 (2.32%) XML
7 3 (1.16%) .NET
7 3 (1.16%) RabbitMQ
8 2 (0.77%) Gherkin
8 2 (0.77%) jQuery
8 2 (0.77%) JSON Schema
8 2 (0.77%) React
8 2 (0.77%) RESTful
8 2 (0.77%) Swagger
8 2 (0.77%) Web Services
9 1 (0.39%) ASP.NET
Miscellaneous
1 58 (22.39%) Data Structures
2 43 (16.60%) Public Cloud
3 41 (15.83%) Reinsurance
4 38 (14.67%) Management Information System
5 26 (10.04%) Self-Motivation
6 13 (5.02%) Cloud Native
7 11 (4.25%) Blog
8 7 (2.70%) Product Ownership
9 5 (1.93%) Algorithms
10 4 (1.54%) Onboarding
11 3 (1.16%) Legacy Systems
12 2 (0.77%) Analytical Mindset
12 2 (0.77%) Clustering
12 2 (0.77%) Distributed Systems
12 2 (0.77%) FMCG
12 2 (0.77%) Legacy Applications
13 1 (0.39%) iPad
13 1 (0.39%) LIMS
13 1 (0.39%) NHS
Operating Systems
1 2 (0.77%) Linux
Processes & Methodologies
1 122 (47.10%) ETL
2 114 (44.02%) Analytics
3 111 (42.86%) Agile
4 77 (29.73%) Problem-Solving
5 69 (26.64%) Data Integration
5 69 (26.64%) DevOps
6 61 (23.55%) Business Intelligence
7 58 (22.39%) Data Analysis
8 55 (21.24%) Data Architecture
9 54 (20.85%) Data Strategy
10 53 (20.46%) Data Engineering
11 48 (18.53%) Data Management
11 48 (18.53%) Scrum
12 45 (17.37%) Migration
13 44 (16.99%) Data Governance
13 44 (16.99%) Data Science
14 43 (16.60%) Scaled Agile Framework
15 41 (15.83%) Data Pipeline
16 38 (14.67%) Roadmaps
17 36 (13.90%) CI/CD
Programming Languages
1 119 (45.95%) SQL
2 64 (24.71%) Python
3 17 (6.56%) JavaScript
4 15 (5.79%) Data Analysis Expressions
4 15 (5.79%) T-SQL
5 14 (5.41%) Java
6 13 (5.02%) PHP
7 5 (1.93%) PL/SQL
8 4 (1.54%) R
9 3 (1.16%) C#
10 2 (0.77%) Apex Code
10 2 (0.77%) PowerShell
10 2 (0.77%) VBA
Qualifications
1 36 (13.90%) Degree
2 32 (12.36%) Computer Science Degree
3 8 (3.09%) Security Cleared
4 6 (2.32%) DV Cleared
5 4 (1.54%) Azure Certification
5 4 (1.54%) Master's Degree
Quality Assurance & Compliance
1 111 (42.86%) Data Quality
2 15 (5.79%) GDPR
3 7 (2.70%) QA
4 2 (0.77%) Accessibility
System Software
1 3 (1.16%) Docker
Systems Management
1 15 (5.79%) Terraform
2 3 (1.16%) Kubernetes
Vendors
1 55 (21.24%) Informatica
2 49 (18.92%) Databricks
3 46 (17.76%) Oracle
4 40 (15.44%) Microsoft
5 11 (4.25%) Google
6 7 (2.70%) Adobe
7 6 (2.32%) Facebook
8 4 (1.54%) BiZZdesign
8 4 (1.54%) TIBCO
9 2 (0.77%) Coremetrics
9 2 (0.77%) Salesforce
9 2 (0.77%) SAP
9 2 (0.77%) Sparx
10 1 (0.39%) Sage
10 1 (0.39%) YouTube