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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 59 102 68
Rank change year-on-year +43 -34 -11
Contract jobs citing Data Modelling 82 51 133
As % of all contract jobs advertised in the North West 2.97% 1.59% 3.27%
As % of the Processes & Methodologies category 3.44% 1.75% 3.71%
Number of daily rates quoted 62 41 104
10th Percentile £413 £390 £366
25th Percentile £463 £444 £425
Median daily rate (50th Percentile) £525 £525 £539
Median % change year-on-year - -2.55% +7.75%
75th Percentile £588 £650 £638
90th Percentile £650 £700 £676
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +11.15%
Number of hourly rates quoted 1 2 3
10th Percentile - £38.10 £16.44
25th Percentile £66.25 £42.75 £16.71
Median hourly rate £67.50 £50.50 £18.35
Median % change year-on-year +33.66% +175.20% -16.59%
75th Percentile £68.75 £58.25 £20.01
90th Percentile - £62.90 £20.30
England median hourly rate £48.50 £44.38 £51.50
% change year-on-year +9.30% -13.83% +92.07%

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 2,385 2,910 3,587
As % of all contract IT jobs advertised in the North West 86.32% 90.57% 88.28%
Number of daily rates quoted 1,526 2,071 2,633
10th Percentile £306 £313 £230
25th Percentile £401 £413 £375
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +11.76%
75th Percentile £589 £588 £575
90th Percentile £688 £675 £650
England median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +9.69%
Number of hourly rates quoted 243 145 164
10th Percentile £10.95 £16.49 £10.63
25th Percentile £13.28 £21.25 £14.25
Median hourly rate £21.00 £35.00 £20.75
Median % change year-on-year -40.00% +68.72% +10.64%
75th Percentile £45.44 £48.75 £43.75
90th Percentile £57.50 £65.00 £58.75
England median hourly rate £35.50 £37.50 £24.35
% change year-on-year -5.33% +54.00% +1.46%

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 27 April 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
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 27 April 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 +34 49 £525 -8.70% 34
Cheshire +17 22 £525 +10.53% 2
Merseyside +20 3 £488 +79.39% 10
Lancashire +1 3 £600 +49.07% 4
Cumbria -24 1 £525 -28.33%
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%) Confluence
3 1 (1.22%) Apache
Applications
1 2 (2.44%) Microsoft Excel
2 1 (1.22%) MS Visio
Business Applications
1 6 (7.32%) SAP S/4HANA
2 2 (2.44%) Dynamics AX
3 1 (1.22%) SAP SD
3 1 (1.22%) SAP WM
Cloud Services
1 20 (24.39%) Azure
2 13 (15.85%) Power Platform
3 10 (12.20%) AWS
4 6 (7.32%) Azure Data Factory
4 6 (7.32%) Azure Stack
4 6 (7.32%) Microsoft Purview
4 6 (7.32%) Snowflake
5 4 (4.88%) Dynamics 365
6 3 (3.66%) GCP
7 2 (2.44%) Amazon S3
7 2 (2.44%) Azure Synapse Analytics
7 2 (2.44%) GitHub
8 1 (1.22%) Amazon Kinesis
8 1 (1.22%) Amazon SageMaker
8 1 (1.22%) dbt
8 1 (1.22%) Power Automate
8 1 (1.22%) PowerApps
8 1 (1.22%) SaaS
Database & Business Intelligence
1 31 (37.80%) Data Warehouse
2 18 (21.95%) Data Lake
3 13 (15.85%) Power BI
4 12 (14.63%) Snowflake Schema
5 9 (10.98%) Metadata
6 8 (9.76%) Amazon Redshift
7 6 (7.32%) Hadoop
8 5 (6.10%) Big Data
8 5 (6.10%) Relational Database
8 5 (6.10%) SQL Server Integration Services
9 4 (4.88%) Tableau
10 3 (3.66%) Amazon Athena
10 3 (3.66%) Apache Cassandra
10 3 (3.66%) HBase
10 3 (3.66%) MySQL
10 3 (3.66%) RDBMS
10 3 (3.66%) SQL Server Reporting Services
10 3 (3.66%) Star Schema
11 2 (2.44%) NoSQL
11 2 (2.44%) SQL Server
Development Applications
1 5 (6.10%) ERwin
2 3 (3.66%) JIRA
3 2 (2.44%) ER Studio
4 1 (1.22%) Jenkins
4 1 (1.22%) PyCharm
4 1 (1.22%) RStudio
4 1 (1.22%) Visual Studio
General
1 25 (30.49%) Social Skills
2 16 (19.51%) Finance
3 13 (15.85%) Analytical Skills
4 12 (14.63%) Public Sector
5 11 (13.41%) Pharmaceutical
6 9 (10.98%) Marketing
7 8 (9.76%) Manufacturing
8 6 (7.32%) Documentation Skills
9 4 (4.88%) Electronics
9 4 (4.88%) Retail
9 4 (4.88%) Telecoms
10 3 (3.66%) Influencing Skills
11 1 (1.22%) Banking
11 1 (1.22%) Billing
11 1 (1.22%) French Language
11 1 (1.22%) Law
11 1 (1.22%) Public Speaking
Job Titles
1 19 (23.17%) Architect
2 16 (19.51%) Analyst
2 16 (19.51%) Data Analyst
3 14 (17.07%) Data Architect
3 14 (17.07%) Data Engineer
4 12 (14.63%) Senior
5 10 (12.20%) Developer
6 9 (10.98%) Data Modeller
6 9 (10.98%) Senior Analyst
6 9 (10.98%) Senior Data Analyst
7 7 (8.54%) SAP Analyst
7 7 (8.54%) SAP Data Analyst
8 6 (7.32%) Data Manager
9 5 (6.10%) Consultant
10 4 (4.88%) Azure Data Engineer
10 4 (4.88%) Azure Engineer
10 4 (4.88%) Dynamics 365 Consultant
10 4 (4.88%) Enterprise Architect
10 4 (4.88%) Enterprise Data Architect
10 4 (4.88%) Lead
Libraries, Frameworks & Software Standards
1 7 (8.54%) JSON
1 7 (8.54%) REST
2 6 (7.32%) XML
3 4 (4.88%) Kafka
4 3 (3.66%) PySpark
5 1 (1.22%) .NET
5 1 (1.22%) .NET Framework
5 1 (1.22%) AngularJS
5 1 (1.22%) Elastic Stack
5 1 (1.22%) Lightning Web Components
5 1 (1.22%) Lucene
5 1 (1.22%) SAP TM
5 1 (1.22%) Swagger
5 1 (1.22%) Visualforce
5 1 (1.22%) YAML
Miscellaneous
1 15 (18.29%) Data Structures
2 10 (12.20%) Product Ownership
3 9 (10.98%) Reference Data
4 5 (6.10%) Data Protection Act
5 4 (4.88%) Wiki
6 3 (3.66%) Virtual Team
7 2 (2.44%) Algorithms
7 2 (2.44%) Data Centre
7 2 (2.44%) Self-Motivation
8 1 (1.22%) Cloud Native
8 1 (1.22%) CMDB
8 1 (1.22%) Distributed Systems
8 1 (1.22%) Industry 4.0
8 1 (1.22%) Life Science
8 1 (1.22%) Mainframe
8 1 (1.22%) Management Information System
8 1 (1.22%) Onboarding
Operating Systems
1 1 (1.22%) Linux
1 1 (1.22%) Unix
Processes & Methodologies
1 29 (35.37%) ETL
2 23 (28.05%) Analytics
3 22 (26.83%) Business Intelligence
4 21 (25.61%) Data Governance
4 21 (25.61%) Data Integration
5 18 (21.95%) Data Architecture
6 16 (19.51%) Agile
7 15 (18.29%) Data Management
7 15 (18.29%) Problem-Solving
8 14 (17.07%) Data Analysis
9 13 (15.85%) Data Pipeline
9 13 (15.85%) Data Strategy
10 12 (14.63%) Data Protection
11 11 (13.41%) GAP Analysis
11 11 (13.41%) Translating Business Requirements
11 11 (13.41%) Visualisation
12 10 (12.20%) Data Engineering
12 10 (12.20%) Data Security
12 10 (12.20%) Physical Data Model
13 9 (10.98%) Migration
Programming Languages
1 22 (26.83%) SQL
2 17 (20.73%) Python
3 8 (9.76%) Java
4 5 (6.10%) Scala
5 3 (3.66%) Perl
5 3 (3.66%) R
6 2 (2.44%) Rust
7 1 (1.22%) Apex Code
7 1 (1.22%) Bash
7 1 (1.22%) C#
7 1 (1.22%) Data Analysis Expressions
7 1 (1.22%) X++
Qualifications
1 6 (7.32%) Degree
2 2 (2.44%) Computer Science Degree
2 2 (2.44%) Master's Degree
2 2 (2.44%) Security Cleared
3 1 (1.22%) AWS Certification
3 1 (1.22%) DV Cleared
3 1 (1.22%) Microsoft Certification
3 1 (1.22%) SC Cleared
Quality Assurance & Compliance
1 23 (28.05%) Data Quality
2 12 (14.63%) GDPR
3 3 (3.66%) QA
4 2 (2.44%) Accessibility
Systems Management
1 1 (1.22%) Terraform
Vendors
1 15 (18.29%) SAP
2 11 (13.41%) Microsoft
3 10 (12.20%) Databricks
4 5 (6.10%) Sparx
5 4 (4.88%) Ariba
6 3 (3.66%) Salesforce
7 2 (2.44%) Google
7 2 (2.44%) IDERA
7 2 (2.44%) Oracle
7 2 (2.44%) Salesforce Marketing Cloud
7 2 (2.44%) ServiceNow
8 1 (1.22%) Alteryx
8 1 (1.22%) Anaplan
8 1 (1.22%) Embarcadero
8 1 (1.22%) MicroStrategy
8 1 (1.22%) Teradata