Data Modelling Contracts in the North West

Data Modelling
England > North West

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 57 112 70
Rank change year-on-year +55 -42 -10
Contract jobs citing Data Modelling 87 48 127
As % of all contract jobs advertised in the North West 3.26% 1.56% 3.15%
As % of the Processes & Methodologies category 3.79% 1.73% 3.57%
Number of daily rates quoted 68 39 101
10th Percentile £413 £398 £363
25th Percentile £463 £444 £425
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% +5.00%
75th Percentile £588 £650 £631
90th Percentile £650 £700 £675
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.58%
Number of hourly rates quoted 2 2 1
10th Percentile £40.42 £38.10 -
25th Percentile £44.72 £42.75 £17.18
Median hourly rate £53.91 £50.50 £18.35
Median % change year-on-year +6.76% +175.20% -16.59%
75th Percentile £62.34 £58.25 £19.53
90th Percentile £66.19 £62.90 -
England median hourly rate £45.00 £44.38 £60.50
% change year-on-year +1.41% -26.65% +164.31%

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 contract job vacancies advertised in the North West with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 2,295 2,775 3,562
As % of all contract IT jobs advertised in the North West 86.05% 90.39% 88.43%
Number of daily rates quoted 1,459 1,954 2,592
10th Percentile £310 £313 £250
25th Percentile £406 £413 £383
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +11.76%
75th Percentile £593 £588 £575
90th Percentile £689 £675 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 253 136 172
10th Percentile £10.96 £16.44 £10.63
25th Percentile £13.50 £22.97 £14.25
Median hourly rate £24.19 £35.52 £24.10
Median % change year-on-year -31.89% +47.37% +31.41%
75th Percentile £46.18 £49.43 £49.00
90th Percentile £62.50 £66.00 £75.00
England median hourly rate £36.50 £36.00 £25.00
% change year-on-year +1.39% +44.00% +7.71%

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 16 May 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 16 May 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 16 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Manchester +32 50 £525 -4.55% 34
Cheshire +19 23 £525 +10.53% 4
Merseyside +16 4 £488 +30.00% 9
Lancashire +6 4 £600 +49.07% 4
Cumbria -20 2 £513 -30.03% 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 7 (8.05%) Apache Spark
2 2 (2.30%) Confluence
3 1 (1.15%) Apache
3 1 (1.15%) Mendix
3 1 (1.15%) SharePoint
Applications
1 2 (2.30%) Microsoft Excel
1 2 (2.30%) MS Visio
Business Applications
1 6 (6.90%) SAP S/4HANA
2 1 (1.15%) Dynamics AX
2 1 (1.15%) Misys Midas
2 1 (1.15%) SAP SD
2 1 (1.15%) SAP WM
2 1 (1.15%) Teamcenter
Cloud Services
1 20 (22.99%) Azure
2 14 (16.09%) Power Platform
3 10 (11.49%) AWS
4 6 (6.90%) Azure Stack
4 6 (6.90%) Microsoft Purview
4 6 (6.90%) Snowflake
5 5 (5.75%) Azure Data Factory
5 5 (5.75%) Dynamics 365
6 3 (3.45%) GCP
7 2 (2.30%) Amazon S3
7 2 (2.30%) Azure Synapse Analytics
7 2 (2.30%) GitHub
7 2 (2.30%) Power Automate
7 2 (2.30%) PowerApps
8 1 (1.15%) Amazon Kinesis
8 1 (1.15%) Amazon SageMaker
8 1 (1.15%) Azure Functions
8 1 (1.15%) dbt
8 1 (1.15%) SaaS
8 1 (1.15%) Serverless
Communications & Networking
1 1 (1.15%) Internet
Database & Business Intelligence
1 30 (34.48%) Data Warehouse
2 20 (22.99%) Data Lake
3 14 (16.09%) Power BI
4 12 (13.79%) Snowflake Schema
5 9 (10.34%) Metadata
6 8 (9.20%) Amazon Redshift
7 6 (6.90%) Hadoop
7 6 (6.90%) Relational Database
8 5 (5.75%) Big Data
8 5 (5.75%) SQL Server Integration Services
8 5 (5.75%) Tableau
9 3 (3.45%) Amazon Athena
9 3 (3.45%) Apache Cassandra
9 3 (3.45%) HBase
9 3 (3.45%) MySQL
9 3 (3.45%) RDBMS
9 3 (3.45%) SQL Server
9 3 (3.45%) SQL Server Reporting Services
9 3 (3.45%) Star Schema
10 2 (2.30%) NoSQL
Development Applications
1 5 (5.75%) ERwin
2 4 (4.60%) JIRA
3 2 (2.30%) ER Studio
4 1 (1.15%) Git
4 1 (1.15%) Jenkins
4 1 (1.15%) PyCharm
4 1 (1.15%) Rational DOORS
4 1 (1.15%) RStudio
4 1 (1.15%) Visual Studio
General
1 28 (32.18%) Social Skills
2 15 (17.24%) Analytical Skills
2 15 (17.24%) Finance
3 14 (16.09%) Pharmaceutical
4 13 (14.94%) Public Sector
5 9 (10.34%) Marketing
6 6 (6.90%) Documentation Skills
6 6 (6.90%) Manufacturing
7 5 (5.75%) Influencing Skills
8 4 (4.60%) Electronics
8 4 (4.60%) Retail
8 4 (4.60%) Telecoms
9 1 (1.15%) Banking
9 1 (1.15%) Billing
9 1 (1.15%) Law
9 1 (1.15%) Military
9 1 (1.15%) Public Speaking
Job Titles
1 20 (22.99%) Architect
2 15 (17.24%) Data Architect
3 14 (16.09%) Analyst
3 14 (16.09%) Data Analyst
3 14 (16.09%) Data Engineer
4 13 (14.94%) Developer
5 10 (11.49%) Senior
6 9 (10.34%) Data Modeller
7 8 (9.20%) Data Manager
8 7 (8.05%) Senior Analyst
8 7 (8.05%) Senior Data Analyst
9 5 (5.75%) Product Manager
9 5 (5.75%) SAP Analyst
9 5 (5.75%) SAP Data Analyst
10 4 (4.60%) Azure Data Engineer
10 4 (4.60%) Azure Engineer
10 4 (4.60%) Consultant
10 4 (4.60%) Enterprise Architect
10 4 (4.60%) Enterprise Data Architect
10 4 (4.60%) Lead
Libraries, Frameworks & Software Standards
1 7 (8.05%) JSON
1 7 (8.05%) REST
2 6 (6.90%) XML
3 4 (4.60%) Kafka
4 3 (3.45%) PySpark
5 1 (1.15%) .NET
5 1 (1.15%) .NET Framework
5 1 (1.15%) AngularJS
5 1 (1.15%) CSS
5 1 (1.15%) Elastic Stack
5 1 (1.15%) HTML
5 1 (1.15%) HTML5 Canvas
5 1 (1.15%) Lightning Web Components
5 1 (1.15%) Lucene
5 1 (1.15%) SAP TM
5 1 (1.15%) Swagger
5 1 (1.15%) Visualforce
5 1 (1.15%) YAML
Miscellaneous
1 12 (13.79%) Data Structures
2 11 (12.64%) Product Ownership
2 11 (12.64%) Reference Data
3 5 (5.75%) Data Protection Act
4 4 (4.60%) Wiki
5 3 (3.45%) Virtual Team
6 2 (2.30%) Algorithms
6 2 (2.30%) Data Centre
6 2 (2.30%) Self-Motivation
7 1 (1.15%) Cloud Native
7 1 (1.15%) CMDB
7 1 (1.15%) Distributed Systems
7 1 (1.15%) Industry 4.0
7 1 (1.15%) Legacy Systems
7 1 (1.15%) Life Science
7 1 (1.15%) Low-Code
7 1 (1.15%) Mainframe
7 1 (1.15%) Management Information System
7 1 (1.15%) Onboarding
Operating Systems
1 1 (1.15%) Linux
1 1 (1.15%) Unix
Processes & Methodologies
1 32 (36.78%) ETL
2 24 (27.59%) Data Governance
3 23 (26.44%) Analytics
3 23 (26.44%) Business Intelligence
4 21 (24.14%) Data Architecture
5 20 (22.99%) Problem-Solving
6 19 (21.84%) Agile
6 19 (21.84%) Data Integration
7 16 (18.39%) Data Management
8 15 (17.24%) Visualisation
9 14 (16.09%) Data Strategy
10 13 (14.94%) Data Engineering
10 13 (14.94%) Data Pipeline
10 13 (14.94%) Data Visualisation
11 12 (13.79%) Data Analysis
11 12 (13.79%) Data Protection
11 12 (13.79%) GAP Analysis
11 12 (13.79%) Stakeholder Management
12 11 (12.64%) Physical Data Model
13 10 (11.49%) Data Security
Programming Languages
1 23 (26.44%) SQL
2 17 (19.54%) Python
3 8 (9.20%) Java
4 5 (5.75%) Scala
5 3 (3.45%) Perl
5 3 (3.45%) R
6 2 (2.30%) Data Analysis Expressions
7 1 (1.15%) Apex Code
7 1 (1.15%) Bash
7 1 (1.15%) C#
7 1 (1.15%) C++
7 1 (1.15%) JavaScript
7 1 (1.15%) Rust
7 1 (1.15%) T-SQL
Qualifications
1 11 (12.64%) Degree
2 4 (4.60%) Computer Science Degree
2 4 (4.60%) Security Cleared
3 2 (2.30%) Master's Degree
4 1 (1.15%) AWS Certification
4 1 (1.15%) DV Cleared
4 1 (1.15%) Microsoft Certification
4 1 (1.15%) SC Cleared
Quality Assurance & Compliance
1 22 (25.29%) Data Quality
2 10 (11.49%) GDPR
3 3 (3.45%) QA
4 2 (2.30%) Accessibility
5 1 (1.15%) MISRA
5 1 (1.15%) MISRA C
System Software
1 1 (1.15%) Active Directory
Systems Management
1 1 (1.15%) Terraform
Vendors
1 13 (14.94%) SAP
2 12 (13.79%) Microsoft
3 10 (11.49%) Databricks
4 6 (6.90%) Sparx
5 4 (4.60%) Ariba
6 3 (3.45%) Salesforce
7 2 (2.30%) Google
7 2 (2.30%) IDERA
7 2 (2.30%) Oracle
7 2 (2.30%) Salesforce Marketing Cloud
8 1 (1.15%) Alteryx
8 1 (1.15%) Anaplan
8 1 (1.15%) Atlassian
8 1 (1.15%) Embarcadero
8 1 (1.15%) MicroStrategy
8 1 (1.15%) ServiceNow
8 1 (1.15%) Teradata