Data Modelling Contracts in the North of England

Data Modelling
England > North of England

The table below provides summary statistics for contract job vacancies advertised in the North of England 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 40 78 91
Rank change year-on-year +38 +13 -28
Contract jobs citing Data Modelling 189 142 191
As % of all contract jobs advertised in the North of England 3.90% 2.61% 2.69%
As % of the Processes & Methodologies category 4.66% 2.90% 3.02%
Number of daily rates quoted 137 109 155
10th Percentile £400 £423 £363
25th Percentile £450 £463 £425
Median daily rate (50th Percentile) £520 £550 £525
Median % change year-on-year -5.45% +4.76% +5.00%
75th Percentile £588 £625 £622
90th Percentile £625 £700 £675
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 of England

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 of England.

Contract vacancies with a requirement for process or methodology skills 4,055 4,902 6,324
As % of all contract IT jobs advertised in the North of England 83.69% 90.08% 88.93%
Number of daily rates quoted 2,411 3,372 4,591
10th Percentile £300 £300 £241
25th Percentile £400 £413 £381
Median daily rate (50th Percentile) £500 £500 £488
Median % change year-on-year - +2.56% +8.33%
75th Percentile £588 £600 £575
90th Percentile £669 £688 £650
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 395 209 251
10th Percentile £11.09 £10.63 £10.63
25th Percentile £12.55 £15.75 £13.57
Median hourly rate £21.00 £25.00 £19.09
Median % change year-on-year -16.00% +30.96% +7.43%
75th Percentile £46.18 £43.39 £34.00
90th Percentile £63.75 £56.38 £63.00
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 of England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Data Modelling in the North of England

Data Modelling
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for Data Modelling in the North of England

Data Modelling
Daily Rate Histogram in the North of England

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

Daily rate histogram for Data Modelling in the North of England

Data Modelling
Contractor Hourly Rate Trend in the North of England

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

Hourly rate trend for Data Modelling in the North of England

Data Modelling
Hourly Rate Histogram in the North of England

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

Hourly rate histogram for Data Modelling in the North of England

Data Modelling
Contract Job Locations in the North of England

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 of England 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
Yorkshire +18 103 £515 -12.34% 29
North West +41 82 £525 +5.00% 57
North East +2 7 £415 -40.71% 12
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North of England 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 21 (11.11%) Apache Spark
2 10 (5.29%) Apache
3 4 (2.12%) Apache Airflow
4 2 (1.06%) Confluence
5 1 (0.53%) Mendix
5 1 (0.53%) SharePoint
Applications
1 4 (2.12%) Microsoft Excel
1 4 (2.12%) MS Visio
Business Applications
1 5 (2.65%) SAP ERP
1 5 (2.65%) SAP S/4HANA
2 4 (2.12%) Misys Midas
3 2 (1.06%) SAP CRM
3 2 (1.06%) SAP IS-U
4 1 (0.53%) Dynamics AX
4 1 (0.53%) Dynamics CRM
4 1 (0.53%) SAP SD
4 1 (0.53%) SAP WM
4 1 (0.53%) Sparx Enterprise Architect
4 1 (0.53%) Teamcenter
Cloud Services
1 59 (31.22%) Azure
2 44 (23.28%) AWS
3 39 (20.63%) Power Platform
4 29 (15.34%) GCP
5 15 (7.94%) Amazon S3
5 15 (7.94%) Azure Data Factory
6 13 (6.88%) Serverless
7 12 (6.35%) Cloud Computing
8 10 (5.29%) Snowflake
9 9 (4.76%) Azure Data Lake Analytics
10 7 (3.70%) Azure Synapse Analytics
11 6 (3.17%) Azure Stack
11 6 (3.17%) Dynamics 365
11 6 (3.17%) Microsoft Purview
12 3 (1.59%) AWS Data Pipeline
12 3 (1.59%) AWS Lambda
13 2 (1.06%) dbt
13 2 (1.06%) GitHub
13 2 (1.06%) PowerApps
13 2 (1.06%) SaaS
Communications & Networking
1 1 (0.53%) Internet
Database & Business Intelligence
1 46 (24.34%) Data Warehouse
2 39 (20.63%) Power BI
3 38 (20.11%) Data Lake
4 30 (15.87%) Relational Database
5 22 (11.64%) Amazon Redshift
5 22 (11.64%) Big Data
6 20 (10.58%) Hadoop
7 19 (10.05%) MySQL
7 19 (10.05%) Qlik Sense
8 16 (8.47%) BigQuery
9 13 (6.88%) Amazon Athena
9 13 (6.88%) Snowflake Schema
10 12 (6.35%) Metadata
10 12 (6.35%) Tableau
11 11 (5.82%) Amazon RDS
12 10 (5.29%) SQL Server Integration Services
13 6 (3.17%) Data Mining
13 6 (3.17%) SQL Server
14 5 (2.65%) Flink
15 4 (2.12%) Spark SQL
Development Applications
1 21 (11.11%) Git
2 12 (6.35%) Jenkins
3 10 (5.29%) JIRA
4 4 (2.12%) Rational DOORS
5 2 (1.06%) ER Studio
5 2 (1.06%) Visual Studio
6 1 (0.53%) ERwin
6 1 (0.53%) PyCharm
6 1 (0.53%) RStudio
General
1 51 (26.98%) Social Skills
2 30 (15.87%) Analytical Skills
3 22 (11.64%) Public Sector
4 20 (10.58%) Finance
5 11 (5.82%) Pharmaceutical
6 7 (3.70%) Influencing Skills
6 7 (3.70%) Marketing
7 6 (3.17%) Documentation Skills
8 5 (2.65%) Banking
9 4 (2.12%) Health Technology
9 4 (2.12%) Military
10 3 (1.59%) Presentation Skills
11 2 (1.06%) Law
11 2 (1.06%) Manufacturing
11 2 (1.06%) Retail
12 1 (0.53%) Billing
12 1 (0.53%) Inclusion and Diversity
12 1 (0.53%) Local Government
12 1 (0.53%) Public Speaking
Job Titles
1 42 (22.22%) Developer
2 40 (21.16%) Architect
3 25 (13.23%) Data Engineer
4 21 (11.11%) Data Architect
5 20 (10.58%) Data Scientist
6 15 (7.94%) Analyst
7 14 (7.41%) Solutions Architect
8 12 (6.35%) Senior
9 11 (5.82%) Data Analyst
10 9 (4.76%) Business Intelligence Developer
10 9 (4.76%) Data Modeller
11 8 (4.23%) Azure Data Engineer
11 8 (4.23%) Azure Engineer
12 7 (3.70%) Consultant
12 7 (3.70%) SAP Developer
13 6 (3.17%) Data Manager
13 6 (3.17%) Lead
14 5 (2.65%) Power BI Developer
14 5 (2.65%) Product Manager
14 5 (2.65%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 23 (12.17%) HTML
2 21 (11.11%) AngularJS
3 20 (10.58%) CSS
4 18 (9.52%) Kafka
5 9 (4.76%) XML
6 8 (4.23%) PySpark
7 7 (3.70%) JSON
7 7 (3.70%) REST
7 7 (3.70%) Swagger
8 6 (3.17%) GraphQL
8 6 (3.17%) gRPC
8 6 (3.17%) JWT
8 6 (3.17%) OAuth
8 6 (3.17%) OpenAPI
8 6 (3.17%) RESTful
9 5 (2.65%) FastAPI
9 5 (2.65%) Flask
9 5 (2.65%) Spring Boot
10 4 (2.12%) .NET
10 4 (2.12%) Spring
Miscellaneous
1 15 (7.94%) Product Ownership
2 12 (6.35%) Data Structures
2 12 (6.35%) Reference Data
3 9 (4.76%) NHS
4 7 (3.70%) Management Information System
5 5 (2.65%) Data Protection Act
6 4 (2.12%) CMDB
6 4 (2.12%) Self-Motivation
7 3 (1.59%) Virtual Team
8 2 (1.06%) Algorithms
8 2 (1.06%) Data Centre
8 2 (1.06%) Legacy Systems
9 1 (0.53%) Cloud Native
9 1 (0.53%) Distributed Systems
9 1 (0.53%) Life Science
9 1 (0.53%) Low-Code
9 1 (0.53%) Mainframe
9 1 (0.53%) Renewable Energy
9 1 (0.53%) Solar Power
9 1 (0.53%) Team-Oriented Environment
Operating Systems
1 4 (2.12%) Unix
1 4 (2.12%) Windows
2 1 (0.53%) Linux
2 1 (0.53%) Windows Server
Processes & Methodologies
1 64 (33.86%) ETL
2 54 (28.57%) Analytics
3 53 (28.04%) Data Governance
4 50 (26.46%) Business Intelligence
5 47 (24.87%) Problem-Solving
6 41 (21.69%) Data Integration
7 40 (21.16%) Agile
8 34 (17.99%) Data Science
9 32 (16.93%) Data Pipeline
10 30 (15.87%) Data Engineering
11 28 (14.81%) Data Analysis
11 28 (14.81%) Data Security
11 28 (14.81%) Visualisation
12 27 (14.29%) Computer Science
12 27 (14.29%) Service Management
13 26 (13.76%) Data Architecture
13 26 (13.76%) ITIL
14 23 (12.17%) Data Visualisation
14 23 (12.17%) ITSM
14 23 (12.17%) Scrum
Programming Languages
1 84 (44.44%) SQL
2 55 (29.10%) Python
3 31 (16.40%) Java
4 24 (12.70%) JavaScript
5 9 (4.76%) Scala
6 8 (4.23%) PowerShell
7 7 (3.70%) ABAP
7 7 (3.70%) C++
8 5 (2.65%) T-SQL
9 4 (2.12%) Data Analysis Expressions
10 3 (1.59%) C
10 3 (1.59%) Perl
10 3 (1.59%) R
11 1 (0.53%) Apex Code
11 1 (0.53%) Bash
11 1 (0.53%) C#
11 1 (0.53%) CQL
11 1 (0.53%) Rust
Qualifications
1 32 (16.93%) Degree
2 19 (10.05%) Computer Science Degree
3 17 (8.99%) Master's Degree
3 17 (8.99%) PMI Certification
3 17 (8.99%) PMP
4 8 (4.23%) Security Cleared
5 4 (2.12%) SC Cleared
6 3 (1.59%) ITIL Certification
7 2 (1.06%) AWS Certification
8 1 (0.53%) DV Cleared
8 1 (0.53%) Microsoft Certification
Quality Assurance & Compliance
1 29 (15.34%) Data Quality
2 9 (4.76%) GDPR
3 6 (3.17%) HIPAA
3 6 (3.17%) QA
4 5 (2.65%) Accessibility
5 4 (2.12%) MISRA
5 4 (2.12%) MISRA C
6 1 (0.53%) GRC
System Software
1 16 (8.47%) Docker
2 3 (1.59%) HDFS
3 1 (0.53%) Active Directory
Systems Management
1 16 (8.47%) Kubernetes
2 12 (6.35%) Terraform
3 3 (1.59%) Single Sign-On
Vendors
1 29 (15.34%) Microsoft
2 28 (14.81%) ServiceNow
3 21 (11.11%) Google
4 16 (8.47%) Databricks
5 15 (7.94%) SAP
6 5 (2.65%) Sparx
7 4 (2.12%) Atlassian
7 4 (2.12%) Salesforce
8 3 (1.59%) Brio
9 2 (1.06%) IDERA
9 2 (1.06%) Oracle
9 2 (1.06%) Salesforce Marketing Cloud
9 2 (1.06%) Talend
10 1 (0.53%) Ab Initio
10 1 (0.53%) Alteryx
10 1 (0.53%) Embarcadero
10 1 (0.53%) ESRI
10 1 (0.53%) Intel
10 1 (0.53%) MicroStrategy
10 1 (0.53%) Palantir