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

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 100 180 120
Rank change year-on-year +80 -60 +41
Permanent jobs citing Data Modelling 246 118 267
As % of all permanent jobs advertised in the North West 2.47% 1.53% 2.83%
As % of the Processes & Methodologies category 3.00% 1.60% 2.97%
Number of salaries quoted 195 70 157
10th Percentile £35,000 £39,544 £33,368
25th Percentile £44,375 £42,813 £41,250
Median annual salary (50th Percentile) £67,500 £52,500 £55,000
Median % change year-on-year +28.57% -4.55% +4.76%
75th Percentile £90,000 £71,250 £67,500
90th Percentile £100,000 £80,000 £98,750
England median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +11.59%

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 8,213 7,367 8,986
As % of all permanent jobs advertised in the North West 82.46% 95.50% 95.39%
Number of salaries quoted 6,229 3,865 5,264
10th Percentile £27,500 £30,899 £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 17 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 17 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 +61 123 £63,749 +22.59% 33
Merseyside +41 54 £85,000 +25.93% 8
Lancashire +21 39 £45,000 -18.18% 6
Cheshire 0 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 (1.22%) Apache
2 2 (0.81%) Confluence
2 2 (0.81%) SAS
3 1 (0.41%) Apache Synapse
Applications
1 11 (4.47%) Microsoft Excel
2 3 (1.22%) Microsoft PowerPoint
3 1 (0.41%) MS Visio
3 1 (0.41%) Spreadsheet
3 1 (0.41%) Windchill
Business Applications
1 2 (0.81%) Sparx Enterprise Architect
2 1 (0.41%) Dynamics CRM
2 1 (0.41%) NetSuite
Cloud Services
1 117 (47.56%) Azure
2 46 (18.70%) AWS
3 45 (18.29%) Azure DevOps
4 43 (17.48%) Power Platform
5 21 (8.54%) Snowflake
6 15 (6.10%) Azure Cosmos DB
6 15 (6.10%) Matillion
7 14 (5.69%) Amazon S3
7 14 (5.69%) GCP
8 13 (5.28%) Amazon EC2
8 13 (5.28%) Amazon Kinesis
8 13 (5.28%) Azure Data Factory
9 11 (4.47%) Azure Synapse Analytics
10 6 (2.44%) SaaS
11 5 (2.03%) Adobe Creative Cloud
12 4 (1.63%) Collibra
13 3 (1.22%) dbt
14 2 (0.81%) Adobe Analytics
14 2 (0.81%) PowerApps
14 2 (0.81%) Serverless
Communications & Networking
1 2 (0.81%) DSL
1 2 (0.81%) HTTP
1 2 (0.81%) WebEx
2 1 (0.41%) Skype
Database & Business Intelligence
1 86 (34.96%) Data Warehouse
2 80 (32.52%) SQL Server
3 47 (19.11%) Data Vault
4 41 (16.67%) Power BI
5 28 (11.38%) Data Lake
6 27 (10.98%) Delta Lake
7 23 (9.35%) Metadata
8 20 (8.13%) Relational Database
9 19 (7.72%) Star Schema
10 16 (6.50%) SQL Server Integration Services
11 15 (6.10%) Amazon Redshift
11 15 (6.10%) Elasticsearch
11 15 (6.10%) RDBMS
12 13 (5.28%) Amazon RDS
12 13 (5.28%) MySQL
12 13 (5.28%) SQL Server Reporting Services
12 13 (5.28%) Tableau
13 11 (4.47%) MS Access
14 10 (4.07%) BigQuery
14 10 (4.07%) Looker
Development Applications
1 42 (17.07%) JIRA
2 29 (11.79%) Git
3 15 (6.10%) GitLab
3 15 (6.10%) Postman
4 1 (0.41%) SQL Server Management Studio (SSMS)
4 1 (0.41%) Visual Studio
General
1 48 (19.51%) Analytical Skills
2 42 (17.07%) Finance
3 35 (14.23%) Social Skills
4 16 (6.50%) Legal
5 11 (4.47%) Manufacturing
6 8 (3.25%) Retail
7 5 (2.03%) Influencing Skills
7 5 (2.03%) Law
8 4 (1.63%) Documentation Skills
8 4 (1.63%) Marketing
8 4 (1.63%) Presentation Skills
8 4 (1.63%) Public Sector
9 3 (1.22%) Banking
9 3 (1.22%) Inclusion and Diversity
9 3 (1.22%) Publishing
10 2 (0.81%) Organisational Skills
10 2 (0.81%) Tech for Good
11 1 (0.41%) Telecoms
Job Titles
1 96 (39.02%) Data Engineer
2 56 (22.76%) Architect
3 53 (21.54%) Data Architect
4 52 (21.14%) Senior
5 32 (13.01%) Developer
6 29 (11.79%) Senior Data Engineer
7 25 (10.16%) Lead
8 22 (8.94%) Informatica Engineer
9 18 (7.32%) Analyst
10 17 (6.91%) Senior Architect
10 17 (6.91%) Senior Data Architect
11 16 (6.50%) Technical Leader
12 10 (4.07%) Business Intelligence Developer
13 8 (3.25%) Data Manager
13 8 (3.25%) Lead Data Engineer
14 7 (2.85%) ERP Developer
14 7 (2.85%) Systems Analyst
15 6 (2.44%) Business Analyst
15 6 (2.44%) Power BI Developer
16 5 (2.03%) Business Manager
Libraries, Frameworks & Software Standards
1 29 (11.79%) PySpark
2 27 (10.98%) JSON
3 13 (5.28%) CSS
3 13 (5.28%) HTML
3 13 (5.28%) Spring
3 13 (5.28%) Spring Boot
4 10 (4.07%) REST
5 8 (3.25%) Kafka
6 7 (2.85%) XML
7 6 (2.44%) SOAP
8 3 (1.22%) .NET
8 3 (1.22%) 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 (0.41%) scikit-learn
Miscellaneous
1 55 (22.36%) Data Structures
2 41 (16.67%) Public Cloud
3 39 (15.85%) Reinsurance
4 35 (14.23%) Management Information System
5 26 (10.57%) Self-Motivation
6 13 (5.28%) Cloud Native
7 11 (4.47%) Blog
8 7 (2.85%) Product Ownership
9 5 (2.03%) Algorithms
9 5 (2.03%) Onboarding
10 3 (1.22%) 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 (0.41%) iPad
12 1 (0.41%) LIMS
12 1 (0.41%) NHS
12 1 (0.41%) Taxonomies
Operating Systems
1 2 (0.81%) Linux
Processes & Methodologies
1 115 (46.75%) ETL
2 105 (42.68%) Agile
3 103 (41.87%) Analytics
4 73 (29.67%) Problem-Solving
5 66 (26.83%) Data Integration
6 61 (24.80%) DevOps
7 55 (22.36%) Business Intelligence
8 54 (21.95%) Data Engineering
9 51 (20.73%) Data Analysis
10 48 (19.51%) Data Architecture
10 48 (19.51%) Data Strategy
11 46 (18.70%) Data Management
11 46 (18.70%) Scrum
12 44 (17.89%) Migration
13 42 (17.07%) Data Pipeline
13 42 (17.07%) Data Science
14 40 (16.26%) Scaled Agile Framework
15 38 (15.45%) Data Governance
16 36 (14.63%) Roadmaps
17 34 (13.82%) CI/CD
Programming Languages
1 115 (46.75%) SQL
2 64 (26.02%) Python
3 17 (6.91%) JavaScript
4 15 (6.10%) Data Analysis Expressions
5 14 (5.69%) Java
5 14 (5.69%) T-SQL
6 13 (5.28%) PHP
7 5 (2.03%) PL/SQL
8 4 (1.63%) C#
8 4 (1.63%) R
9 2 (0.81%) Apex Code
9 2 (0.81%) PowerShell
9 2 (0.81%) VBA
Qualifications
1 35 (14.23%) Degree
2 31 (12.60%) Computer Science Degree
3 8 (3.25%) Security Cleared
4 5 (2.03%) DV Cleared
5 4 (1.63%) Azure Certification
5 4 (1.63%) Master's Degree
Quality Assurance & Compliance
1 102 (41.46%) Data Quality
2 15 (6.10%) GDPR
3 8 (3.25%) QA
4 2 (0.81%) Accessibility
System Software
1 3 (1.22%) Docker
Systems Management
1 15 (6.10%) Terraform
2 3 (1.22%) Kubernetes
Vendors
1 49 (19.92%) Informatica
2 45 (18.29%) Databricks
3 44 (17.89%) Oracle
4 37 (15.04%) Microsoft
5 11 (4.47%) Google
6 7 (2.85%) Adobe
7 6 (2.44%) Facebook
8 4 (1.63%) BiZZdesign
9 3 (1.22%) TIBCO
10 2 (0.81%) Coremetrics
10 2 (0.81%) Salesforce
10 2 (0.81%) SAP
10 2 (0.81%) Sparx
11 1 (0.41%) Sage
11 1 (0.41%) YouTube