Data Modelling Contracts in Manchester

Data Modelling
North West > Manchester

The table below provides summary statistics for contract job vacancies advertised in Manchester requiring Data Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Modelling over the 6 months leading up to 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 29 47 77
Rank change year-on-year +18 +30 -8
Contract jobs citing Data Modelling 43 48 35
As % of all contract jobs advertised in Manchester 4.81% 3.35% 1.95%
As % of the Processes & Methodologies category 5.41% 3.88% 2.15%
Number of daily rates quoted 30 39 28
10th Percentile £409 £410 £410
25th Percentile £434 £450 £463
Median daily rate (50th Percentile) £500 £525 £544
Median % change year-on-year -4.76% -3.45% -1.14%
75th Percentile £626 £594 £650
90th Percentile £674 £653 £691
North West median daily rate £550 £525 £488
% change year-on-year +4.76% +7.69% -7.14%
Number of hourly rates quoted 1 1 2
10th Percentile - - £38.10
25th Percentile £67.50 £66.25 £42.75
Median hourly rate £70.00 £67.50 £50.50
Median % change year-on-year +3.70% +33.66% -
75th Percentile £72.50 £68.75 £58.25
90th Percentile - - £62.90
North West median hourly rate £29.27 £40.33 £50.50
% change year-on-year -27.41% -20.15% -

All Process and Methodology Skills
Manchester

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Manchester.

Contract vacancies with a requirement for process or methodology skills 795 1,238 1,631
As % of all contract IT jobs advertised in Manchester 88.93% 86.51% 90.76%
Number of daily rates quoted 544 845 1,196
10th Percentile £313 £313 £315
25th Percentile £400 £408 £413
Median daily rate (50th Percentile) £463 £500 £500
Median % change year-on-year -7.50% - -
75th Percentile £550 £588 £588
90th Percentile £668 £694 £675
North West median daily rate £475 £500 £500
% change year-on-year -5.00% - +5.26%
Number of hourly rates quoted 27 77 52
10th Percentile £14.17 £12.46 £16.00
25th Percentile £24.70 £13.50 £17.72
Median hourly rate £60.00 £26.00 £27.60
Median % change year-on-year +130.77% -5.80% +52.36%
75th Percentile £74.38 £61.25 £42.81
90th Percentile £86.20 £73.30 £70.00
North West median hourly rate £30.40 £26.00 £35.00
% change year-on-year +16.92% -25.71% +52.17%

Data Modelling
Job Vacancy Trend in Manchester

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Manchester.

Job vacancy trend for Data Modelling in Manchester

Data Modelling
Contractor Daily Rate Trend in Manchester

3-month moving average daily rate quoted in jobs citing Data Modelling in Manchester.

Daily rate trend for Data Modelling in Manchester

Data Modelling
Daily Rate Histogram in Manchester

Daily rate distribution for jobs citing Data Modelling in Manchester over the 6 months to 29 May 2025.

Daily rate histogram for Data Modelling in Manchester

Data Modelling
Contractor Hourly Rate Trend in Manchester

3-month moving average hourly rates quoted in jobs citing Data Modelling in Manchester.

Hourly rate trend for Data Modelling in Manchester

Data Modelling
Co-occurring Skills and Capabilities in Manchester 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 2 (4.65%) Apache Spark
2 1 (2.33%) Apache Airflow
2 1 (2.33%) SAS
2 1 (2.33%) SharePoint
Business Applications
1 9 (20.93%) Oracle EBS
2 1 (2.33%) NetSuite
2 1 (2.33%) SAP S/4HANA
2 1 (2.33%) Shopify
Cloud Services
1 17 (39.53%) Azure
2 7 (16.28%) AWS
3 6 (13.95%) Azure Data Factory
3 6 (13.95%) Power Platform
4 5 (11.63%) GCP
5 4 (9.30%) Apigee
6 3 (6.98%) Amazon EC2
6 3 (6.98%) Amazon EKS
6 3 (6.98%) Cloud Computing
7 2 (4.65%) Azure DevOps
7 2 (4.65%) dbt
7 2 (4.65%) Microsoft 365
8 1 (2.33%) Amazon S3
8 1 (2.33%) Azure Cosmos DB
8 1 (2.33%) Azure Key Vault
8 1 (2.33%) Azure Storage
8 1 (2.33%) Azure Synapse Analytics
8 1 (2.33%) Power Automate
8 1 (2.33%) PowerApps
8 1 (2.33%) Snowflake
Database & Business Intelligence
1 10 (23.26%) NoSQL
2 7 (16.28%) Relational Database
3 6 (13.95%) Data Lake
3 6 (13.95%) Data Warehouse
3 6 (13.95%) MongoDB
3 6 (13.95%) Power BI
4 4 (9.30%) Azure SQL Database
4 4 (9.30%) Big Data
4 4 (9.30%) PostgreSQL
5 3 (6.98%) Hadoop
5 3 (6.98%) Metadata
5 3 (6.98%) MySQL
5 3 (6.98%) RDBMS
5 3 (6.98%) SQL Server Integration Services
6 2 (4.65%) Data Mining
6 2 (4.65%) Data Vault
6 2 (4.65%) Dremio
7 1 (2.33%) Apache Hive
7 1 (2.33%) Delta Lake
7 1 (2.33%) Power Query
Development Applications
1 5 (11.63%) ERwin
2 4 (9.30%) CircleCI
2 4 (9.30%) GitLab
2 4 (9.30%) Jenkins
2 4 (9.30%) JIRA
3 2 (4.65%) Cypress.io
3 2 (4.65%) SQL Server Management Studio (SSMS)
3 2 (4.65%) Visual Studio
4 1 (2.33%) Git
General
1 13 (30.23%) Social Skills
2 10 (23.26%) Analytical Skills
3 8 (18.60%) Documentation Skills
4 7 (16.28%) Public Sector
5 3 (6.98%) Finance
6 1 (2.33%) Manufacturing
6 1 (2.33%) Retail
Job Titles
1 18 (41.86%) Data Engineer
2 8 (18.60%) Migration Engineer
3 6 (13.95%) Architect
3 6 (13.95%) Data Migration Engineer
4 5 (11.63%) Data Architect
4 5 (11.63%) Senior
5 4 (9.30%) Analyst
6 3 (6.98%) Business Analyst
6 3 (6.98%) Data Modeller
7 2 (4.65%) Data Analytics Engineer
7 2 (4.65%) Digital Transformation
7 2 (4.65%) QA Engineer
7 2 (4.65%) Senior Software Engineer
7 2 (4.65%) Software Engineer
8 1 (2.33%) Consultant
8 1 (2.33%) Developer
8 1 (2.33%) Integration Architect
8 1 (2.33%) Programme Manager
8 1 (2.33%) Technical Analyst
8 1 (2.33%) Test Analyst
Libraries, Frameworks & Software Standards
1 5 (11.63%) Kafka
2 4 (9.30%) OAuth
2 4 (9.30%) RESTful
3 2 (4.65%) GraphQL
3 2 (4.65%) Node.js
3 2 (4.65%) OpenAPI
3 2 (4.65%) Playwright
3 2 (4.65%) Puppeteer
3 2 (4.65%) PySpark
3 2 (4.65%) RabbitMQ
3 2 (4.65%) React
3 2 (4.65%) Swagger
4 1 (2.33%) YAML
Miscellaneous
1 9 (20.93%) Legacy Systems
2 4 (9.30%) Cloud Native
3 2 (4.65%) Management Information System
3 2 (4.65%) Onboarding
4 1 (2.33%) Data Protection Act
4 1 (2.33%) Data Structures
4 1 (2.33%) Enterprise Software
Operating Systems
1 1 (2.33%) Unix
Processes & Methodologies
1 15 (34.88%) ETL
2 13 (30.23%) Validation
3 12 (27.91%) Data Pipeline
3 12 (27.91%) Migration
3 12 (27.91%) Problem-Solving
4 10 (23.26%) User Acceptance Testing
5 9 (20.93%) Analytics
5 9 (20.93%) CI/CD
5 9 (20.93%) Data Mapping
5 9 (20.93%) Data Migration
6 7 (16.28%) Containerisation
6 7 (16.28%) Knowledge Transfer
6 7 (16.28%) Test Automation
7 6 (13.95%) Agile
7 6 (13.95%) Data Transformation
7 6 (13.95%) DevOps
8 5 (11.63%) Business Intelligence
8 5 (11.63%) Microservices
9 4 (9.30%) API Development
9 4 (9.30%) Data Engineering
Programming Languages
1 26 (60.47%) SQL
2 13 (30.23%) Python
3 9 (20.93%) PL/SQL
4 4 (9.30%) Java
4 4 (9.30%) TypeScript
5 2 (4.65%) Bash
5 2 (4.65%) Data Analysis Expressions
5 2 (4.65%) T-SQL
6 1 (2.33%) Shell Script
Qualifications
1 5 (11.63%) Degree
1 5 (11.63%) Security Cleared
2 2 (4.65%) BPSS Clearance
3 1 (2.33%) Master's Degree
3 1 (2.33%) SC Cleared
Quality Assurance & Compliance
1 8 (18.60%) Data Quality
2 4 (9.30%) QA
3 2 (4.65%) Accessibility
4 1 (2.33%) PMO
System Software
1 7 (16.28%) Docker
Systems Management
1 7 (16.28%) Kubernetes
2 3 (6.98%) Terraform
3 2 (4.65%) Grafana
3 2 (4.65%) Prometheus
Vendors
1 13 (30.23%) Databricks
1 13 (30.23%) Oracle
2 5 (11.63%) Google
2 5 (11.63%) Informatica
2 5 (11.63%) Microsoft
3 4 (9.30%) Talend
4 2 (4.65%) PagerDuty
5 1 (2.33%) MuleSoft
5 1 (2.33%) SAP