Data Modelling Contracts in the North West

Data Modelling
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West 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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 58 99 79
Rank change year-on-year +41 -20 -9
Contract jobs citing Data Modelling 82 51 117
As % of all contract jobs advertised in the North West 2.94% 1.69% 2.90%
As % of the Processes & Methodologies category 3.50% 1.89% 3.28%
Number of daily rates quoted 62 43 95
10th Percentile £401 £400 £368
25th Percentile £450 £447 £425
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% +3.70%
75th Percentile £585 £625 £631
90th Percentile £623 £685 £676
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +9.52%
Number of hourly rates quoted 4 2 0
10th Percentile - £38.10 -
25th Percentile £37.55 £42.75 -
Median hourly rate £40.33 £50.50 -
Median % change year-on-year -20.15% - -
75th Percentile £49.51 £58.25 -
90th Percentile £61.06 £62.90 -
England median hourly rate £42.50 £36.25 £60.50
% change year-on-year +17.24% -40.08% +158.05%

All Process and Methodology Skills
North West

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 the North West.

Contract vacancies with a requirement for process or methodology skills 2,341 2,704 3,569
As % of all contract IT jobs advertised in the North West 83.85% 89.77% 88.58%
Number of daily rates quoted 1,432 1,900 2,591
10th Percentile £310 £313 £241
25th Percentile £401 £413 £381
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +9.20%
75th Percentile £588 £588 £575
90th Percentile £675 £675 £660
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 269 142 155
10th Percentile £11.00 £16.02 £10.63
25th Percentile £14.13 £20.00 £14.25
Median hourly rate £28.00 £30.54 £23.70
Median % change year-on-year -8.32% +28.86% +30.83%
75th Percentile £46.18 £43.75 £52.63
90th Percentile £66.61 £59.08 £75.00
England median hourly rate £37.50 £36.00 £25.68
% change year-on-year +4.17% +40.19% +14.13%

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
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Data Modelling in the North West.

Daily rate trend for Data Modelling in the North West

Data Modelling
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Data Modelling in the North West over the 6 months to 12 June 2024.

Daily rate histogram for Data Modelling in the North West

Data Modelling
Contractor Hourly Rate Trend in the North West

3-month moving average hourly rates quoted in jobs citing Data Modelling in the North West.

Hourly rate trend for Data Modelling in the North West

Data Modelling
Hourly Rate Histogram in the North West

Hourly rate distribution of jobs citing Data Modelling in the North West over the 6 months to 12 June 2024.

Hourly rate histogram for Data Modelling in the North West

Data Modelling
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the North West region over the 6 months to 12 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Manchester +20 47 £525 -4.55% 36
Cheshire +9 18 £525 +10.53% 6
Lancashire +7 7 £600 +49.07% 11
Merseyside +16 4 £488 +189.32% 5
Cumbria - 2 £513 -
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 7 (8.54%) Apache Spark
2 2 (2.44%) Apache
2 2 (2.44%) Confluence
3 1 (1.22%) Apache Airflow
3 1 (1.22%) Mendix
3 1 (1.22%) SharePoint
Applications
1 2 (2.44%) Microsoft Excel
1 2 (2.44%) MS Visio
Business Applications
1 4 (4.88%) Misys Midas
2 2 (2.44%) SAP S/4HANA
3 1 (1.22%) Dynamics AX
3 1 (1.22%) SAP SD
3 1 (1.22%) SAP WM
3 1 (1.22%) Sparx Enterprise Architect
3 1 (1.22%) Teamcenter
Cloud Services
1 22 (26.83%) Azure
2 14 (17.07%) Power Platform
3 11 (13.41%) AWS
4 7 (8.54%) Snowflake
5 6 (7.32%) Azure Data Factory
5 6 (7.32%) Azure Stack
5 6 (7.32%) Microsoft Purview
6 5 (6.10%) Dynamics 365
7 3 (3.66%) Amazon S3
7 3 (3.66%) GCP
8 2 (2.44%) Azure Synapse Analytics
8 2 (2.44%) dbt
8 2 (2.44%) GitHub
8 2 (2.44%) Serverless
9 1 (1.22%) Amazon EMR
9 1 (1.22%) Amazon SageMaker
9 1 (1.22%) Azure Functions
9 1 (1.22%) Azure Logic Apps
9 1 (1.22%) Power Automate
9 1 (1.22%) PowerApps
Communications & Networking
1 1 (1.22%) Internet
Database & Business Intelligence
1 31 (37.80%) Data Warehouse
2 21 (25.61%) Data Lake
3 14 (17.07%) Power BI
4 13 (15.85%) Snowflake Schema
5 9 (10.98%) Amazon Redshift
6 6 (7.32%) Hadoop
6 6 (7.32%) Metadata
6 6 (7.32%) Relational Database
7 5 (6.10%) Big Data
7 5 (6.10%) SQL Server Integration Services
7 5 (6.10%) Tableau
8 4 (4.88%) Amazon Athena
8 4 (4.88%) Star Schema
9 3 (3.66%) Apache Cassandra
9 3 (3.66%) HBase
9 3 (3.66%) MySQL
9 3 (3.66%) NoSQL
9 3 (3.66%) RDBMS
9 3 (3.66%) SQL Server
9 3 (3.66%) SQL Server Reporting Services
Development Applications
1 7 (8.54%) JIRA
2 4 (4.88%) Rational DOORS
3 2 (2.44%) ER Studio
4 1 (1.22%) ERwin
4 1 (1.22%) Git
4 1 (1.22%) Jenkins
4 1 (1.22%) PyCharm
4 1 (1.22%) RStudio
4 1 (1.22%) Visual Studio
General
1 27 (32.93%) Social Skills
2 14 (17.07%) Analytical Skills
3 12 (14.63%) Finance
4 10 (12.20%) Pharmaceutical
5 8 (9.76%) Public Sector
6 6 (7.32%) Documentation Skills
7 5 (6.10%) Influencing Skills
7 5 (6.10%) Marketing
8 4 (4.88%) Military
9 1 (1.22%) Banking
9 1 (1.22%) Billing
9 1 (1.22%) Manufacturing
9 1 (1.22%) Public Speaking
Job Titles
1 17 (20.73%) Architect
2 15 (18.29%) Data Engineer
3 12 (14.63%) Data Architect
3 12 (14.63%) Developer
4 9 (10.98%) Analyst
4 9 (10.98%) Data Analyst
4 9 (10.98%) Data Modeller
5 6 (7.32%) Data Manager
6 5 (6.10%) Consultant
6 5 (6.10%) Lead
6 5 (6.10%) Product Manager
6 5 (6.10%) Senior
6 5 (6.10%) Software Engineer
7 4 (4.88%) Azure Data Engineer
7 4 (4.88%) Azure Engineer
8 3 (3.66%) AWS Data Engineer
8 3 (3.66%) AWS Engineer
8 3 (3.66%) Functional Consultant
8 3 (3.66%) Salesforce Developer
8 3 (3.66%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 7 (8.54%) JSON
1 7 (8.54%) REST
2 6 (7.32%) XML
3 5 (6.10%) PySpark
4 4 (4.88%) Kafka
5 1 (1.22%) .NET
5 1 (1.22%) .NET Framework
5 1 (1.22%) AngularJS
5 1 (1.22%) CSS
5 1 (1.22%) Elastic Stack
5 1 (1.22%) HTML
5 1 (1.22%) HTML5 Canvas
5 1 (1.22%) Lightning Web Components
5 1 (1.22%) Lucene
5 1 (1.22%) pytest
5 1 (1.22%) SAP TM
5 1 (1.22%) Swagger
5 1 (1.22%) Visualforce
5 1 (1.22%) YAML
Miscellaneous
1 12 (14.63%) Reference Data
2 11 (13.41%) Product Ownership
3 7 (8.54%) Data Structures
4 3 (3.66%) Virtual Team
5 2 (2.44%) Algorithms
5 2 (2.44%) Data Centre
5 2 (2.44%) Self-Motivation
6 1 (1.22%) Cloud Native
6 1 (1.22%) CMDB
6 1 (1.22%) Data Protection Act
6 1 (1.22%) Distributed Systems
6 1 (1.22%) Industry 4.0
6 1 (1.22%) Legacy Systems
6 1 (1.22%) Life Science
6 1 (1.22%) Low-Code
6 1 (1.22%) Mainframe
6 1 (1.22%) Management Information System
6 1 (1.22%) Onboarding
Operating Systems
1 1 (1.22%) Linux
1 1 (1.22%) Unix
Processes & Methodologies
1 33 (40.24%) ETL
2 24 (29.27%) Analytics
3 22 (26.83%) Agile
4 21 (25.61%) Data Governance
5 20 (24.39%) Problem-Solving
6 18 (21.95%) Business Intelligence
7 17 (20.73%) Data Architecture
8 15 (18.29%) Data Engineering
9 14 (17.07%) Data Integration
9 14 (17.07%) Data Pipeline
9 14 (17.07%) Visualisation
10 12 (14.63%) Data Management
10 12 (14.63%) Data Visualisation
10 12 (14.63%) GAP Analysis
11 10 (12.20%) Data Science
11 10 (12.20%) Data-Driven Decision Making
11 10 (12.20%) Migration
11 10 (12.20%) Stakeholder Management
12 9 (10.98%) Data Security
12 9 (10.98%) Data Strategy
Programming Languages
1 26 (31.71%) SQL
2 19 (23.17%) Python
3 8 (9.76%) Java
4 6 (7.32%) Scala
5 4 (4.88%) C++
6 3 (3.66%) Perl
6 3 (3.66%) R
7 2 (2.44%) Data Analysis Expressions
8 1 (1.22%) Apex Code
8 1 (1.22%) Bash
8 1 (1.22%) C#
8 1 (1.22%) JavaScript
8 1 (1.22%) PowerShell
8 1 (1.22%) Rust
8 1 (1.22%) T-SQL
Qualifications
1 13 (15.85%) Degree
2 4 (4.88%) Computer Science Degree
3 3 (3.66%) Security Cleared
4 2 (2.44%) Master's Degree
5 1 (1.22%) AWS Certification
5 1 (1.22%) DV Cleared
5 1 (1.22%) Microsoft Certification
Quality Assurance & Compliance
1 17 (20.73%) Data Quality
2 4 (4.88%) MISRA
2 4 (4.88%) MISRA C
3 3 (3.66%) QA
4 2 (2.44%) Accessibility
5 1 (1.22%) GDPR
System Software
1 1 (1.22%) Active Directory
Systems Management
1 2 (2.44%) Terraform
Vendors
1 12 (14.63%) Databricks
2 11 (13.41%) Microsoft
3 4 (4.88%) Atlassian
3 4 (4.88%) SAP
4 3 (3.66%) Salesforce
4 3 (3.66%) Sparx
5 2 (2.44%) Google
5 2 (2.44%) IDERA
5 2 (2.44%) Oracle
5 2 (2.44%) Salesforce Marketing Cloud
6 1 (1.22%) Ab Initio
6 1 (1.22%) Alteryx
6 1 (1.22%) Anaplan
6 1 (1.22%) Embarcadero
6 1 (1.22%) MicroStrategy
6 1 (1.22%) ServiceNow
6 1 (1.22%) Teradata