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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 93 182 125
Rank change year-on-year +89 -57 +17
Permanent jobs citing Data Modelling 248 127 267
As % of all permanent jobs advertised in the North West 2.56% 1.59% 2.84%
As % of the Processes & Methodologies category 3.08% 1.67% 2.98%
Number of salaries quoted 197 74 160
10th Percentile £35,000 £39,680 £33,467
25th Percentile £46,250 £43,750 £41,250
Median annual salary (50th Percentile) £65,000 £52,500 £53,104
Median % change year-on-year +23.81% -1.14% +1.15%
75th Percentile £87,500 £71,250 £65,225
90th Percentile £90,000 £80,000 £95,000
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 8,062 7,624 8,971
As % of all permanent jobs advertised in the North West 83.15% 95.74% 95.33%
Number of salaries quoted 6,132 3,949 5,362
10th Percentile £27,775 £30,500 £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 £65,050 £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 27 April 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 27 April 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 +62 127 £65,000 +25.00% 34
Merseyside +36 52 £85,000 +25.93% 10
Lancashire +22 39 £45,000 -18.18% 4
Cheshire -4 20 £35,000 -39.13% 2
Cumbria -2 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 (1.21%) Apache
2 2 (0.81%) SAS
3 1 (0.40%) Apache Synapse
Applications
1 11 (4.44%) 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%) Dynamics CRM
1 2 (0.81%) Sparx Enterprise Architect
2 1 (0.40%) NetSuite
Cloud Services
1 117 (47.18%) Azure
2 46 (18.55%) AWS
3 44 (17.74%) Power Platform
4 42 (16.94%) Azure DevOps
5 20 (8.06%) Snowflake
6 15 (6.05%) Azure Cosmos DB
6 15 (6.05%) GCP
6 15 (6.05%) Matillion
7 14 (5.65%) Amazon S3
8 13 (5.24%) Amazon EC2
8 13 (5.24%) Amazon Kinesis
9 12 (4.84%) Azure Data Factory
10 10 (4.03%) Azure Synapse Analytics
11 6 (2.42%) SaaS
12 5 (2.02%) Adobe Creative Cloud
13 4 (1.61%) Collibra
14 3 (1.21%) dbt
15 2 (0.81%) Power Automate
15 2 (0.81%) PowerApps
15 2 (0.81%) Serverless
Communications & Networking
1 2 (0.81%) WebEx
2 1 (0.40%) Skype
Database & Business Intelligence
1 81 (32.66%) Data Warehouse
2 80 (32.26%) SQL Server
3 45 (18.15%) Data Vault
4 42 (16.94%) Power BI
5 27 (10.89%) Delta Lake
6 25 (10.08%) Data Lake
7 22 (8.87%) Metadata
8 21 (8.47%) Relational Database
9 19 (7.66%) Star Schema
10 18 (7.26%) SQL Server Integration Services
11 15 (6.05%) Elasticsearch
11 15 (6.05%) RDBMS
12 14 (5.65%) Amazon Redshift
12 14 (5.65%) SQL Server Reporting Services
13 13 (5.24%) Amazon RDS
13 13 (5.24%) MySQL
14 12 (4.84%) Tableau
15 11 (4.44%) BigQuery
15 11 (4.44%) MS Access
16 10 (4.03%) Power Query
Development Applications
1 38 (15.32%) JIRA
2 28 (11.29%) Git
3 15 (6.05%) GitLab
4 13 (5.24%) Postman
5 1 (0.40%) SQL Server Management Studio (SSMS)
5 1 (0.40%) Visual Studio
General
1 47 (18.95%) Analytical Skills
2 46 (18.55%) Finance
3 37 (14.92%) Social Skills
4 18 (7.26%) Legal
5 11 (4.44%) Manufacturing
6 8 (3.23%) Retail
7 7 (2.82%) Presentation Skills
8 6 (2.42%) Documentation Skills
8 6 (2.42%) Influencing Skills
8 6 (2.42%) Law
9 5 (2.02%) Banking
10 4 (1.61%) Marketing
10 4 (1.61%) Public Sector
11 3 (1.21%) Inclusion and Diversity
11 3 (1.21%) Publishing
12 2 (0.81%) Organisational Skills
12 2 (0.81%) Tech for Good
13 1 (0.40%) Telecoms
Job Titles
1 93 (37.50%) Data Engineer
2 58 (23.39%) Architect
3 54 (21.77%) Senior
4 50 (20.16%) Data Architect
5 33 (13.31%) Developer
6 29 (11.69%) Senior Data Engineer
7 24 (9.68%) Analyst
8 23 (9.27%) Lead
9 20 (8.06%) Informatica Engineer
10 16 (6.45%) Senior Architect
10 16 (6.45%) Senior Data Architect
10 16 (6.45%) Technical Leader
11 12 (4.84%) Business Intelligence Developer
12 8 (3.23%) Data Manager
12 8 (3.23%) Power BI Developer
12 8 (3.23%) Systems Analyst
13 7 (2.82%) ERP Developer
14 6 (2.42%) Lead Data Engineer
14 6 (2.42%) Solutions Architect
14 6 (2.42%) SQL Developer
Libraries, Frameworks & Software Standards
1 27 (10.89%) PySpark
2 25 (10.08%) JSON
3 14 (5.65%) Spring
4 13 (5.24%) CSS
4 13 (5.24%) HTML
4 13 (5.24%) Spring Boot
5 9 (3.63%) REST
6 8 (3.23%) Kafka
7 7 (2.82%) SOAP
7 7 (2.82%) XML
8 3 (1.21%) .NET
8 3 (1.21%) RabbitMQ
9 2 (0.81%) jQuery
9 2 (0.81%) React
10 1 (0.40%) ASP.NET
10 1 (0.40%) JDBC
10 1 (0.40%) NumPy
10 1 (0.40%) Pandas
10 1 (0.40%) scikit-learn
10 1 (0.40%) Struts
Miscellaneous
1 55 (22.18%) Data Structures
2 41 (16.53%) Public Cloud
2 41 (16.53%) Reinsurance
3 33 (13.31%) Management Information System
4 26 (10.48%) Self-Motivation
5 13 (5.24%) Cloud Native
6 11 (4.44%) Blog
7 5 (2.02%) Algorithms
7 5 (2.02%) Onboarding
7 5 (2.02%) Product Ownership
8 3 (1.21%) Legacy Systems
9 2 (0.81%) Analytical Mindset
9 2 (0.81%) Clustering
9 2 (0.81%) Legacy Applications
10 1 (0.40%) Enterprise Software
10 1 (0.40%) FMCG
10 1 (0.40%) iPad
10 1 (0.40%) LIMS
10 1 (0.40%) NHS
10 1 (0.40%) Taxonomies
Operating Systems
1 2 (0.81%) Linux
Processes & Methodologies
1 115 (46.37%) ETL
2 102 (41.13%) Agile
3 99 (39.92%) Analytics
4 71 (28.63%) Problem-Solving
5 67 (27.02%) Data Integration
6 56 (22.58%) DevOps
7 54 (21.77%) Business Intelligence
8 52 (20.97%) Data Engineering
9 50 (20.16%) Data Analysis
10 46 (18.55%) Data Architecture
11 45 (18.15%) Data Management
12 44 (17.74%) Migration
13 43 (17.34%) Data Strategy
14 41 (16.53%) Data Pipeline
14 41 (16.53%) Data Science
14 41 (16.53%) Scrum
15 38 (15.32%) Scaled Agile Framework
16 36 (14.52%) Data Governance
16 36 (14.52%) Roadmaps
17 34 (13.71%) CI/CD
Programming Languages
1 117 (47.18%) SQL
2 64 (25.81%) Python
3 18 (7.26%) T-SQL
4 17 (6.85%) JavaScript
5 15 (6.05%) Data Analysis Expressions
6 13 (5.24%) Java
6 13 (5.24%) PHP
7 6 (2.42%) PL/SQL
8 4 (1.61%) C#
9 3 (1.21%) R
10 2 (0.81%) Apex Code
10 2 (0.81%) PowerShell
10 2 (0.81%) VBA
Qualifications
1 34 (13.71%) Degree
2 30 (12.10%) Computer Science Degree
3 8 (3.23%) Security Cleared
4 5 (2.02%) DV Cleared
5 4 (1.61%) Azure Certification
5 4 (1.61%) Master's Degree
Quality Assurance & Compliance
1 98 (39.52%) Data Quality
2 15 (6.05%) GDPR
3 7 (2.82%) QA
4 2 (0.81%) Accessibility
System Software
1 3 (1.21%) Docker
Systems Management
1 13 (5.24%) Terraform
2 3 (1.21%) Kubernetes
Vendors
1 48 (19.35%) Informatica
2 44 (17.74%) Databricks
2 44 (17.74%) Oracle
3 39 (15.73%) Microsoft
4 13 (5.24%) Google
5 7 (2.82%) Adobe
6 6 (2.42%) Facebook
7 4 (1.61%) BiZZdesign
8 3 (1.21%) TIBCO
9 2 (0.81%) Coremetrics
9 2 (0.81%) Salesforce
9 2 (0.81%) SAP
9 2 (0.81%) Sparx
10 1 (0.40%) Sage
10 1 (0.40%) YouTube