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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 98 175 126
Rank change year-on-year +77 -49 +37
Permanent jobs citing Data Modelling 247 119 267
As % of all permanent jobs advertised in the North West 2.48% 1.54% 2.81%
As % of the Processes & Methodologies category 3.01% 1.61% 2.94%
Number of salaries quoted 195 71 157
10th Percentile £35,000 £39,544 £33,368
25th Percentile £44,375 £43,125 £41,250
Median annual salary (50th Percentile) £67,500 £52,500 £55,000
Median % change year-on-year +28.57% -4.55% +2.33%
75th Percentile £90,000 £71,250 £65,225
90th Percentile £100,000 £80,000 £96,500
England median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +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 8,207 7,382 9,079
As % of all permanent jobs advertised in the North West 82.31% 95.54% 95.41%
Number of salaries quoted 6,214 3,877 5,302
10th Percentile £27,500 £31,250 £30,000
25th Percentile £37,500 £41,250 £39,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +10.53%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £81,500 £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 20 May 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 20 May 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 +54 123 £63,749 +22.59% 36
Merseyside +42 55 £85,000 +25.93% 7
Lancashire +21 39 £45,000 -18.18% 5
Cheshire +2 20 £35,000 -39.13% 4
Cumbria +1 9 £55,000 - 1
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 (1.21%) Apache
2 2 (0.81%) Confluence
2 2 (0.81%) SAS
3 1 (0.40%) Apache Synapse
Applications
1 11 (4.45%) Microsoft Excel
2 3 (1.21%) Microsoft PowerPoint
3 1 (0.40%) MS Visio
3 1 (0.40%) Spreadsheet
3 1 (0.40%) Windchill
Business Applications
1 2 (0.81%) Sparx Enterprise Architect
2 1 (0.40%) Dynamics CRM
2 1 (0.40%) NetSuite
Cloud Services
1 119 (48.18%) Azure
2 48 (19.43%) AWS
3 45 (18.22%) Azure DevOps
3 45 (18.22%) Power Platform
4 21 (8.50%) Snowflake
5 15 (6.07%) Azure Cosmos DB
5 15 (6.07%) Matillion
6 14 (5.67%) Amazon S3
6 14 (5.67%) GCP
7 13 (5.26%) Amazon EC2
7 13 (5.26%) Amazon Kinesis
7 13 (5.26%) Azure Data Factory
8 11 (4.45%) Azure Synapse Analytics
9 6 (2.43%) SaaS
10 5 (2.02%) Adobe Creative Cloud
11 4 (1.62%) Collibra
12 3 (1.21%) dbt
13 2 (0.81%) Adobe Analytics
13 2 (0.81%) PowerApps
13 2 (0.81%) Serverless
Communications & Networking
1 2 (0.81%) DSL
1 2 (0.81%) HTTP
1 2 (0.81%) WebEx
2 1 (0.40%) Skype
Database & Business Intelligence
1 88 (35.63%) Data Warehouse
2 80 (32.39%) SQL Server
3 49 (19.84%) Data Vault
4 43 (17.41%) Power BI
5 28 (11.34%) Data Lake
6 27 (10.93%) Delta Lake
7 23 (9.31%) Metadata
8 20 (8.10%) Relational Database
9 19 (7.69%) Star Schema
10 16 (6.48%) SQL Server Integration Services
11 15 (6.07%) Amazon Redshift
11 15 (6.07%) Elasticsearch
11 15 (6.07%) RDBMS
11 15 (6.07%) Tableau
12 13 (5.26%) Amazon RDS
12 13 (5.26%) MySQL
12 13 (5.26%) SQL Server Reporting Services
13 11 (4.45%) MS Access
14 10 (4.05%) BigQuery
14 10 (4.05%) Looker
Development Applications
1 42 (17.00%) JIRA
2 29 (11.74%) Git
3 15 (6.07%) GitLab
3 15 (6.07%) Postman
4 1 (0.40%) SQL Server Management Studio (SSMS)
4 1 (0.40%) Visual Studio
General
1 48 (19.43%) Analytical Skills
2 41 (16.60%) Finance
3 34 (13.77%) Social Skills
4 16 (6.48%) Legal
5 11 (4.45%) Manufacturing
6 8 (3.24%) Retail
7 6 (2.43%) Presentation Skills
8 5 (2.02%) Law
9 4 (1.62%) Documentation Skills
9 4 (1.62%) Influencing Skills
9 4 (1.62%) Marketing
9 4 (1.62%) Public Sector
10 3 (1.21%) Banking
10 3 (1.21%) Inclusion and Diversity
10 3 (1.21%) Publishing
11 2 (0.81%) Organisational Skills
11 2 (0.81%) Tech for Good
12 1 (0.40%) Telecoms
Job Titles
1 96 (38.87%) Data Engineer
2 58 (23.48%) Architect
3 55 (22.27%) Data Architect
4 52 (21.05%) Senior
5 32 (12.96%) Developer
6 29 (11.74%) Senior Data Engineer
7 25 (10.12%) Lead
8 22 (8.91%) Informatica Engineer
9 17 (6.88%) Analyst
9 17 (6.88%) Senior Architect
9 17 (6.88%) Senior Data Architect
10 16 (6.48%) Technical Leader
11 10 (4.05%) Business Intelligence Developer
12 8 (3.24%) Data Manager
12 8 (3.24%) Lead Data Engineer
13 7 (2.83%) ERP Developer
14 6 (2.43%) Business Analyst
14 6 (2.43%) Power BI Developer
14 6 (2.43%) Systems Analyst
15 5 (2.02%) Project Manager
Libraries, Frameworks & Software Standards
1 29 (11.74%) PySpark
2 27 (10.93%) JSON
3 13 (5.26%) CSS
3 13 (5.26%) HTML
3 13 (5.26%) Spring
3 13 (5.26%) Spring Boot
4 10 (4.05%) REST
5 8 (3.24%) Kafka
6 7 (2.83%) XML
7 6 (2.43%) SOAP
8 3 (1.21%) .NET
8 3 (1.21%) RabbitMQ
9 2 (0.81%) Gherkin
9 2 (0.81%) jQuery
9 2 (0.81%) JSON Schema
9 2 (0.81%) React
9 2 (0.81%) RESTful
9 2 (0.81%) Swagger
9 2 (0.81%) Web Services
10 1 (0.40%) scikit-learn
Miscellaneous
1 55 (22.27%) Data Structures
2 41 (16.60%) Public Cloud
3 39 (15.79%) Reinsurance
4 35 (14.17%) Management Information System
5 26 (10.53%) Self-Motivation
6 13 (5.26%) Cloud Native
7 11 (4.45%) Blog
8 7 (2.83%) Product Ownership
9 5 (2.02%) Algorithms
9 5 (2.02%) Onboarding
10 3 (1.21%) Legacy Systems
11 2 (0.81%) Analytical Mindset
11 2 (0.81%) Clustering
11 2 (0.81%) Distributed Systems
11 2 (0.81%) FMCG
11 2 (0.81%) Legacy Applications
12 1 (0.40%) iPad
12 1 (0.40%) LIMS
12 1 (0.40%) NHS
12 1 (0.40%) Taxonomies
Operating Systems
1 2 (0.81%) Linux
Processes & Methodologies
1 115 (46.56%) ETL
2 105 (42.51%) Agile
3 104 (42.11%) Analytics
4 75 (30.36%) Problem-Solving
5 66 (26.72%) Data Integration
6 63 (25.51%) DevOps
7 56 (22.67%) Business Intelligence
8 54 (21.86%) Data Engineering
9 53 (21.46%) Data Analysis
10 50 (20.24%) Data Architecture
11 48 (19.43%) Data Strategy
12 46 (18.62%) Data Management
12 46 (18.62%) Scrum
13 44 (17.81%) Data Science
13 44 (17.81%) Migration
14 42 (17.00%) Data Pipeline
15 40 (16.19%) Scaled Agile Framework
16 38 (15.38%) Data Governance
17 36 (14.57%) Roadmaps
18 34 (13.77%) CI/CD
Programming Languages
1 115 (46.56%) SQL
2 64 (25.91%) Python
3 17 (6.88%) JavaScript
4 15 (6.07%) Data Analysis Expressions
5 14 (5.67%) Java
5 14 (5.67%) T-SQL
6 13 (5.26%) PHP
7 5 (2.02%) PL/SQL
8 4 (1.62%) C#
8 4 (1.62%) R
9 2 (0.81%) Apex Code
9 2 (0.81%) PowerShell
9 2 (0.81%) VBA
Qualifications
1 35 (14.17%) Degree
2 31 (12.55%) Computer Science Degree
3 8 (3.24%) Security Cleared
4 5 (2.02%) DV Cleared
5 4 (1.62%) Azure Certification
5 4 (1.62%) Master's Degree
Quality Assurance & Compliance
1 102 (41.30%) Data Quality
2 15 (6.07%) GDPR
3 7 (2.83%) QA
4 2 (0.81%) Accessibility
System Software
1 3 (1.21%) Docker
Systems Management
1 15 (6.07%) Terraform
2 3 (1.21%) Kubernetes
Vendors
1 49 (19.84%) Informatica
2 45 (18.22%) Databricks
3 44 (17.81%) Oracle
4 37 (14.98%) Microsoft
5 11 (4.45%) Google
6 7 (2.83%) Adobe
7 6 (2.43%) Facebook
8 4 (1.62%) BiZZdesign
9 3 (1.21%) TIBCO
10 2 (0.81%) Coremetrics
10 2 (0.81%) Salesforce
10 2 (0.81%) SAP
10 2 (0.81%) Sparx
11 1 (0.40%) Sage
11 1 (0.40%) YouTube