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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 32 47 87
Rank change year-on-year +15 +40 -23
Contract jobs citing Data Modelling 49 49 31
As % of all contract jobs advertised in Manchester 5.29% 3.23% 1.64%
As % of the Processes & Methodologies category 5.90% 3.71% 1.78%
Number of daily rates quoted 37 37 26
10th Percentile £416 £413 £403
25th Percentile £431 £450 £448
Median daily rate (50th Percentile) £500 £525 £575
Median % change year-on-year -4.76% -8.70% +4.55%
75th Percentile £630 £625 £650
90th Percentile £700 £693 £694
North West median daily rate £550 £525 £525
% change year-on-year +4.76% - -1.18%
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 £70.00 £67.50 £50.50
% change year-on-year +3.70% +33.66% +175.20%

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 830 1,321 1,738
As % of all contract IT jobs advertised in Manchester 89.63% 87.08% 91.81%
Number of daily rates quoted 577 898 1,273
10th Percentile £300 £319 £315
25th Percentile £400 £407 £413
Median daily rate (50th Percentile) £468 £500 £500
Median % change year-on-year -6.40% - +1.73%
75th Percentile £575 £595 £594
90th Percentile £675 £694 £663
North West median daily rate £475 £500 £500
% change year-on-year -5.00% - +5.26%
Number of hourly rates quoted 33 73 61
10th Percentile £15.18 £12.42 £14.65
25th Percentile £19.25 £13.50 £20.00
Median hourly rate £32.50 £24.19 £37.30
Median % change year-on-year +34.35% -35.15% +140.65%
75th Percentile £63.75 £57.50 £47.50
90th Percentile £77.00 £72.50 £70.00
North West median hourly rate £31.88 £21.00 £35.00
% change year-on-year +51.81% -40.00% +70.82%

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 1 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 4 (8.16%) Apache Airflow
2 2 (4.08%) Apache Spark
3 1 (2.04%) SAS
3 1 (2.04%) SharePoint
Business Applications
1 9 (18.37%) Oracle EBS
2 3 (6.12%) Dynamics CRM
3 1 (2.04%) NetSuite
3 1 (2.04%) SAP S/4HANA
3 1 (2.04%) Shopify
Cloud Services
1 21 (42.86%) Azure
2 9 (18.37%) Power Platform
3 8 (16.33%) AWS
4 6 (12.24%) Azure Data Factory
5 5 (10.20%) dbt
5 5 (10.20%) Microsoft 365
6 4 (8.16%) GCP
6 4 (8.16%) PowerApps
6 4 (8.16%) Snowflake
7 3 (6.12%) Amazon EC2
7 3 (6.12%) Amazon EKS
7 3 (6.12%) Apigee
7 3 (6.12%) Cloud Computing
7 3 (6.12%) Dynamics 365
8 2 (4.08%) Amazon S3
8 2 (4.08%) Azure DevOps
9 1 (2.04%) AWS Lambda
9 1 (2.04%) Azure Synapse Analytics
9 1 (2.04%) Power Automate
9 1 (2.04%) Serverless
Database & Business Intelligence
1 10 (20.41%) NoSQL
2 9 (18.37%) Power BI
3 7 (14.29%) Data Lake
3 7 (14.29%) Relational Database
4 6 (12.24%) Data Warehouse
5 5 (10.20%) MongoDB
6 4 (8.16%) Amazon Redshift
6 4 (8.16%) Azure SQL Database
6 4 (8.16%) Big Data
6 4 (8.16%) PostgreSQL
7 3 (6.12%) BigQuery
7 3 (6.12%) Hadoop
7 3 (6.12%) Looker
7 3 (6.12%) Metadata
7 3 (6.12%) MySQL
7 3 (6.12%) RDBMS
7 3 (6.12%) SQL Server Integration Services
8 2 (4.08%) Data Mining
8 2 (4.08%) Data Vault
8 2 (4.08%) Dremio
Development Applications
1 5 (10.20%) ERwin
2 3 (6.12%) CircleCI
2 3 (6.12%) GitLab
2 3 (6.12%) Jenkins
2 3 (6.12%) JIRA
3 2 (4.08%) SQL Server Management Studio (SSMS)
3 2 (4.08%) Visual Studio
4 1 (2.04%) Cypress.io
4 1 (2.04%) Git
General
1 13 (26.53%) Social Skills
2 10 (20.41%) Analytical Skills
3 9 (18.37%) Public Sector
4 8 (16.33%) Documentation Skills
5 2 (4.08%) Finance
5 2 (4.08%) Marketing
6 1 (2.04%) Manufacturing
6 1 (2.04%) Retail
Job Titles
1 20 (40.82%) Data Engineer
2 8 (16.33%) Migration Engineer
3 7 (14.29%) Architect
4 6 (12.24%) Data Architect
4 6 (12.24%) Data Migration Engineer
5 4 (8.16%) Senior
6 3 (6.12%) Analyst
6 3 (6.12%) Data Modeller
7 2 (4.08%) Business Analyst
7 2 (4.08%) Data Analytics Engineer
7 2 (4.08%) Developer
7 2 (4.08%) Digital Transformation
7 2 (4.08%) QA Engineer
8 1 (2.04%) Analytics Developer
8 1 (2.04%) Dynamics CRM Specialist
8 1 (2.04%) Integration Developer
8 1 (2.04%) JavaScript Engineer
8 1 (2.04%) Power BI Engineer
8 1 (2.04%) Principal Data Architect
8 1 (2.04%) SQL Analyst
Libraries, Frameworks & Software Standards
1 5 (10.20%) Kafka
2 3 (6.12%) OAuth
2 3 (6.12%) RESTful
3 2 (4.08%) Node.js
3 2 (4.08%) OpenAPI
3 2 (4.08%) PySpark
3 2 (4.08%) RabbitMQ
3 2 (4.08%) React
3 2 (4.08%) Swagger
4 1 (2.04%) GraphQL
4 1 (2.04%) Playwright
4 1 (2.04%) Puppeteer
4 1 (2.04%) YAML
Miscellaneous
1 10 (20.41%) Legacy Systems
2 3 (6.12%) Cloud Native
3 2 (4.08%) Data Structures
3 2 (4.08%) Management Information System
3 2 (4.08%) Onboarding
4 1 (2.04%) Data Protection Act
4 1 (2.04%) Enterprise Software
Operating Systems
1 1 (2.04%) Unix
Processes & Methodologies
1 18 (36.73%) ETL
2 13 (26.53%) Validation
3 12 (24.49%) Data Pipeline
3 12 (24.49%) Problem-Solving
4 11 (22.45%) Migration
5 10 (20.41%) Analytics
5 10 (20.41%) Knowledge Transfer
5 10 (20.41%) User Acceptance Testing
6 9 (18.37%) Agile
6 9 (18.37%) Data Mapping
6 9 (18.37%) Data Migration
7 8 (16.33%) Business Intelligence
7 8 (16.33%) CI/CD
7 8 (16.33%) Data Engineering
8 6 (12.24%) Containerisation
8 6 (12.24%) Data Transformation
8 6 (12.24%) DevOps
8 6 (12.24%) Test Automation
9 4 (8.16%) CRM
9 4 (8.16%) Stakeholder Management
Programming Languages
1 28 (57.14%) SQL
2 15 (30.61%) Python
3 9 (18.37%) PL/SQL
4 4 (8.16%) TypeScript
5 3 (6.12%) Java
6 2 (4.08%) Data Analysis Expressions
6 2 (4.08%) T-SQL
7 1 (2.04%) Bash
7 1 (2.04%) JavaScript
7 1 (2.04%) Shell Script
Qualifications
1 5 (10.20%) Degree
1 5 (10.20%) Security Cleared
2 2 (4.08%) BPSS Clearance
3 1 (2.04%) Master's Degree
3 1 (2.04%) SC Cleared
Quality Assurance & Compliance
1 8 (16.33%) Data Quality
2 4 (8.16%) QA
3 3 (6.12%) Accessibility
4 1 (2.04%) PMO
System Software
1 6 (12.24%) Docker
Systems Management
1 6 (12.24%) Kubernetes
2 2 (4.08%) Terraform
3 1 (2.04%) Grafana
3 1 (2.04%) Prometheus
Vendors
1 14 (28.57%) Databricks
2 13 (26.53%) Oracle
3 8 (16.33%) Microsoft
4 5 (10.20%) Informatica
5 4 (8.16%) Google
5 4 (8.16%) Talend
6 2 (4.08%) SAP
7 1 (2.04%) Hitachi
7 1 (2.04%) MuleSoft
7 1 (2.04%) PagerDuty
7 1 (2.04%) Pega