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

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 94 185 123
Rank change year-on-year +91 -62 +30
Permanent jobs citing Data Modelling 249 125 266
As % of all permanent jobs advertised in the North West 2.56% 1.57% 2.83%
As % of the Processes & Methodologies category 3.08% 1.64% 2.97%
Number of salaries quoted 199 75 159
10th Percentile £35,000 £39,726 £36,658
25th Percentile £45,625 £43,750 £41,500
Median annual salary (50th Percentile) £65,000 £52,500 £54,500
Median % change year-on-year +23.81% -3.67% +3.81%
75th Percentile £88,125 £71,250 £65,225
90th Percentile £92,000 £80,000 £95,750
England median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +13.04%

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 8,082 7,604 8,969
As % of all permanent jobs advertised in the North West 83.02% 95.73% 95.33%
Number of salaries quoted 6,134 3,958 5,358
10th Percentile £27,575 £30,750 £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 £82,500 £82,500
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 5 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 5 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 +59 128 £63,749 +22.59% 33
Merseyside +41 52 £85,000 +25.93% 9
Lancashire +25 39 £45,000 -18.18% 3
Cheshire -1 20 £35,000 -39.13% 3
Cumbria +1 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 (1.20%) Apache
2 2 (0.80%) SAS
3 1 (0.40%) Apache Synapse
Applications
1 11 (4.42%) Microsoft Excel
2 3 (1.20%) Microsoft PowerPoint
3 1 (0.40%) MS Visio
3 1 (0.40%) Spreadsheet
3 1 (0.40%) Windchill
Business Applications
1 2 (0.80%) Dynamics CRM
1 2 (0.80%) Sparx Enterprise Architect
2 1 (0.40%) NetSuite
Cloud Services
1 117 (46.99%) Azure
2 46 (18.47%) AWS
3 45 (18.07%) Power Platform
4 43 (17.27%) Azure DevOps
5 21 (8.43%) Snowflake
6 16 (6.43%) GCP
7 15 (6.02%) Azure Cosmos DB
7 15 (6.02%) Matillion
8 14 (5.62%) Amazon S3
9 13 (5.22%) Amazon EC2
9 13 (5.22%) Amazon Kinesis
9 13 (5.22%) Azure Data Factory
10 11 (4.42%) Azure Synapse Analytics
11 6 (2.41%) SaaS
12 5 (2.01%) Adobe Creative Cloud
13 4 (1.61%) Collibra
14 3 (1.20%) dbt
15 2 (0.80%) Dynamics 365
15 2 (0.80%) Power Automate
15 2 (0.80%) PowerApps
Communications & Networking
1 2 (0.80%) WebEx
2 1 (0.40%) Skype
Database & Business Intelligence
1 83 (33.33%) Data Warehouse
2 81 (32.53%) SQL Server
3 45 (18.07%) Data Vault
4 43 (17.27%) Power BI
5 27 (10.84%) Data Lake
5 27 (10.84%) Delta Lake
6 23 (9.24%) Metadata
7 20 (8.03%) Relational Database
8 19 (7.63%) Star Schema
9 17 (6.83%) SQL Server Integration Services
10 15 (6.02%) Amazon Redshift
10 15 (6.02%) Elasticsearch
10 15 (6.02%) RDBMS
11 14 (5.62%) SQL Server Reporting Services
12 13 (5.22%) Amazon RDS
12 13 (5.22%) MySQL
12 13 (5.22%) Tableau
13 12 (4.82%) BigQuery
14 11 (4.42%) MS Access
15 10 (4.02%) Looker
Development Applications
1 38 (15.26%) JIRA
2 28 (11.24%) Git
3 15 (6.02%) GitLab
4 13 (5.22%) Postman
5 1 (0.40%) SQL Server Management Studio (SSMS)
5 1 (0.40%) Visual Studio
General
1 48 (19.28%) Analytical Skills
2 46 (18.47%) Finance
3 37 (14.86%) Social Skills
4 18 (7.23%) Legal
5 11 (4.42%) Manufacturing
6 8 (3.21%) Retail
7 7 (2.81%) Law
8 6 (2.41%) Documentation Skills
8 6 (2.41%) Influencing Skills
8 6 (2.41%) Presentation Skills
9 5 (2.01%) Banking
10 4 (1.61%) Marketing
10 4 (1.61%) Public Sector
11 3 (1.20%) Inclusion and Diversity
11 3 (1.20%) Publishing
12 2 (0.80%) Organisational Skills
12 2 (0.80%) Tech for Good
13 1 (0.40%) Telecoms
Job Titles
1 94 (37.75%) Data Engineer
2 58 (23.29%) Architect
3 55 (22.09%) Senior
4 51 (20.48%) Data Architect
5 33 (13.25%) Developer
6 30 (12.05%) Senior Data Engineer
7 23 (9.24%) Analyst
7 23 (9.24%) Lead
8 20 (8.03%) Informatica Engineer
9 17 (6.83%) Senior Architect
9 17 (6.83%) Senior Data Architect
10 16 (6.43%) Technical Leader
11 11 (4.42%) Business Intelligence Developer
12 8 (3.21%) Data Manager
12 8 (3.21%) Systems Analyst
13 7 (2.81%) ERP Developer
13 7 (2.81%) Power BI Developer
14 6 (2.41%) Lead Data Engineer
14 6 (2.41%) Solutions Architect
14 6 (2.41%) SQL Developer
Libraries, Frameworks & Software Standards
1 28 (11.24%) PySpark
2 25 (10.04%) JSON
3 14 (5.62%) Spring
4 13 (5.22%) CSS
4 13 (5.22%) HTML
4 13 (5.22%) Spring Boot
5 9 (3.61%) REST
6 8 (3.21%) Kafka
7 7 (2.81%) SOAP
7 7 (2.81%) XML
8 3 (1.20%) .NET
8 3 (1.20%) RabbitMQ
9 2 (0.80%) jQuery
9 2 (0.80%) React
10 1 (0.40%) ASP.NET
10 1 (0.40%) Hibernate
10 1 (0.40%) NumPy
10 1 (0.40%) Pandas
10 1 (0.40%) scikit-learn
10 1 (0.40%) Struts
Miscellaneous
1 55 (22.09%) Data Structures
2 41 (16.47%) Public Cloud
3 40 (16.06%) Reinsurance
4 34 (13.65%) Management Information System
5 26 (10.44%) Self-Motivation
6 13 (5.22%) Cloud Native
7 11 (4.42%) Blog
8 5 (2.01%) Algorithms
8 5 (2.01%) Onboarding
8 5 (2.01%) Product Ownership
9 3 (1.20%) Legacy Systems
10 2 (0.80%) Analytical Mindset
10 2 (0.80%) Clustering
10 2 (0.80%) FMCG
10 2 (0.80%) Legacy Applications
11 1 (0.40%) Enterprise Software
11 1 (0.40%) iPad
11 1 (0.40%) LIMS
11 1 (0.40%) NHS
11 1 (0.40%) Taxonomies
Operating Systems
1 2 (0.80%) Linux
Processes & Methodologies
1 114 (45.78%) ETL
2 104 (41.77%) Agile
3 101 (40.56%) Analytics
4 72 (28.92%) Problem-Solving
5 66 (26.51%) Data Integration
6 58 (23.29%) DevOps
7 56 (22.49%) Business Intelligence
8 54 (21.69%) Data Engineering
9 51 (20.48%) Data Analysis
10 46 (18.47%) Data Architecture
11 44 (17.67%) Data Management
11 44 (17.67%) Data Strategy
11 44 (17.67%) Migration
12 43 (17.27%) Data Pipeline
13 42 (16.87%) Data Science
13 42 (16.87%) Scrum
14 38 (15.26%) Scaled Agile Framework
15 37 (14.86%) Roadmaps
16 36 (14.46%) Data Governance
17 35 (14.06%) CI/CD
Programming Languages
1 118 (47.39%) SQL
2 64 (25.70%) Python
3 17 (6.83%) JavaScript
3 17 (6.83%) T-SQL
4 15 (6.02%) Data Analysis Expressions
5 14 (5.62%) Java
6 13 (5.22%) PHP
7 6 (2.41%) PL/SQL
8 4 (1.61%) C#
8 4 (1.61%) R
9 2 (0.80%) Apex Code
9 2 (0.80%) PowerShell
9 2 (0.80%) VBA
Qualifications
1 35 (14.06%) Degree
2 31 (12.45%) Computer Science Degree
3 8 (3.21%) Security Cleared
4 5 (2.01%) DV Cleared
5 4 (1.61%) Azure Certification
5 4 (1.61%) Master's Degree
Quality Assurance & Compliance
1 100 (40.16%) Data Quality
2 15 (6.02%) GDPR
3 7 (2.81%) QA
4 2 (0.80%) Accessibility
System Software
1 3 (1.20%) Docker
Systems Management
1 14 (5.62%) Terraform
2 3 (1.20%) Kubernetes
Vendors
1 48 (19.28%) Informatica
2 44 (17.67%) Databricks
2 44 (17.67%) Oracle
3 40 (16.06%) Microsoft
4 13 (5.22%) Google
5 7 (2.81%) Adobe
6 6 (2.41%) Facebook
7 4 (1.61%) BiZZdesign
8 3 (1.20%) TIBCO
9 2 (0.80%) Coremetrics
9 2 (0.80%) Salesforce
9 2 (0.80%) SAP
9 2 (0.80%) Sparx
10 1 (0.40%) Sage
10 1 (0.40%) YouTube