Data Modelling Contracts in the North of England

Data Modelling
England > North of England

The following table provides summary statistics for contract job vacancies advertised in the North of England 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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 46 92 79
Rank change year-on-year +46 -13 -15
Contract jobs citing Data Modelling 172 137 202
As % of all contract jobs advertised in the North of England 3.71% 2.45% 2.82%
As % of the Processes & Methodologies category 4.34% 2.70% 3.18%
Number of daily rates quoted 130 101 163
10th Percentile £406 £413 £363
25th Percentile £453 £463 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +5.00%
75th Percentile £588 £650 £619
90th Percentile £639 £700 £675
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.15%
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 £60.00
% change year-on-year +1.41% -26.04% +162.12%

All Process and Methodology Skills
North of England

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 of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 3,960 5,069 6,351
As % of all contract IT jobs advertised in the North of England 85.44% 90.47% 88.79%
Number of daily rates quoted 2,421 3,492 4,629
10th Percentile £300 £300 £241
25th Percentile £401 £413 £383
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +8.57%
75th Percentile £588 £600 £570
90th Percentile £675 £688 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 365 204 265
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.50 £15.54 £13.38
Median hourly rate £17.72 £27.84 £19.00
Median % change year-on-year -36.35% +46.53% +5.56%
75th Percentile £45.00 £43.94 £35.00
90th Percentile £59.00 £65.00 £62.89
England median hourly rate £36.50 £36.40 £25.00
% change year-on-year +0.29% +45.58% +8.70%

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 18 May 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 18 May 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 18 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
North West +55 86 £525 +5.00% 55
Yorkshire +15 82 £507 -4.79% 24
North East +1 7 £415 -36.15% 13
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 17 (9.88%) Apache Spark
2 9 (5.23%) Apache
3 2 (1.16%) Apache Airflow
3 2 (1.16%) Confluence
4 1 (0.58%) Mendix
4 1 (0.58%) SharePoint
Applications
1 4 (2.33%) MS Visio
2 3 (1.74%) Microsoft Excel
Business Applications
1 9 (5.23%) SAP S/4HANA
2 5 (2.91%) SAP ERP
3 2 (1.16%) SAP CRM
3 2 (1.16%) SAP IS-U
4 1 (0.58%) Dynamics AX
4 1 (0.58%) Dynamics CRM
4 1 (0.58%) Misys Midas
4 1 (0.58%) SAP SD
4 1 (0.58%) SAP WM
4 1 (0.58%) Teamcenter
Cloud Services
1 51 (29.65%) Azure
2 38 (22.09%) AWS
3 24 (13.95%) Power Platform
4 23 (13.37%) GCP
5 14 (8.14%) Azure Data Factory
6 12 (6.98%) Amazon S3
7 10 (5.81%) Serverless
8 9 (5.23%) Cloud Computing
8 9 (5.23%) Snowflake
9 7 (4.07%) Azure Data Lake Analytics
9 7 (4.07%) Azure Synapse Analytics
10 6 (3.49%) Azure Stack
10 6 (3.49%) Dynamics 365
10 6 (3.49%) Microsoft Purview
11 3 (1.74%) PowerApps
11 3 (1.74%) SaaS
12 2 (1.16%) AWS Data Pipeline
12 2 (1.16%) AWS Lambda
12 2 (1.16%) GitHub
12 2 (1.16%) Power Automate
Communications & Networking
1 1 (0.58%) Internet
Database & Business Intelligence
1 42 (24.42%) Data Warehouse
2 34 (19.77%) Data Lake
3 24 (13.95%) Power BI
4 18 (10.47%) Amazon Redshift
4 18 (10.47%) Big Data
5 16 (9.30%) Hadoop
6 15 (8.72%) Relational Database
7 14 (8.14%) Metadata
8 13 (7.56%) BigQuery
9 12 (6.98%) Snowflake Schema
10 11 (6.40%) Tableau
11 10 (5.81%) Amazon Athena
12 9 (5.23%) Amazon RDS
12 9 (5.23%) SQL Server Integration Services
13 6 (3.49%) Data Mining
13 6 (3.49%) Flink
13 6 (3.49%) MySQL
13 6 (3.49%) SQL Server
14 4 (2.33%) Qlik Sense
14 4 (2.33%) SAP BW
Development Applications
1 16 (9.30%) Git
2 10 (5.81%) Jenkins
3 7 (4.07%) JIRA
4 4 (2.33%) ERwin
5 2 (1.16%) ER Studio
5 2 (1.16%) Visual Studio
6 1 (0.58%) PyCharm
6 1 (0.58%) Rational DOORS
6 1 (0.58%) RStudio
General
1 51 (29.65%) Social Skills
2 24 (13.95%) Analytical Skills
2 24 (13.95%) Public Sector
3 22 (12.79%) Finance
4 15 (8.72%) Pharmaceutical
5 10 (5.81%) Marketing
6 7 (4.07%) Influencing Skills
7 6 (3.49%) Documentation Skills
7 6 (3.49%) Manufacturing
8 5 (2.91%) Banking
8 5 (2.91%) Retail
9 4 (2.33%) Health Technology
10 3 (1.74%) Electronics
10 3 (1.74%) Law
10 3 (1.74%) Presentation Skills
10 3 (1.74%) Telecoms
11 1 (0.58%) Billing
11 1 (0.58%) Inclusion and Diversity
11 1 (0.58%) Local Government
11 1 (0.58%) Military
Job Titles
1 42 (24.42%) Developer
2 39 (22.67%) Architect
3 24 (13.95%) Data Engineer
4 23 (13.37%) Data Architect
5 19 (11.05%) Analyst
6 17 (9.88%) Senior
7 16 (9.30%) Data Analyst
8 12 (6.98%) Solutions Architect
9 9 (5.23%) Data Modeller
9 9 (5.23%) Data Scientist
10 8 (4.65%) Azure Data Engineer
10 8 (4.65%) Azure Engineer
10 8 (4.65%) Business Intelligence Developer
10 8 (4.65%) Data Manager
10 8 (4.65%) Senior Analyst
10 8 (4.65%) Senior Data Analyst
11 7 (4.07%) SAP Developer
12 6 (3.49%) Python Developer
12 6 (3.49%) SAP Analyst
12 6 (3.49%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 14 (8.14%) Kafka
2 9 (5.23%) AngularJS
2 9 (5.23%) HTML
3 8 (4.65%) XML
4 7 (4.07%) CSS
4 7 (4.07%) JSON
4 7 (4.07%) REST
5 6 (3.49%) FastAPI
5 6 (3.49%) Flask
5 6 (3.49%) PySpark
5 6 (3.49%) Spring Boot
6 5 (2.91%) Spring
6 5 (2.91%) Swagger
7 4 (2.33%) GraphQL
7 4 (2.33%) gRPC
7 4 (2.33%) JWT
7 4 (2.33%) OAuth
7 4 (2.33%) OpenAPI
7 4 (2.33%) RESTful
8 3 (1.74%) LDAP
Miscellaneous
1 17 (9.88%) Data Structures
2 15 (8.72%) Product Ownership
3 11 (6.40%) Reference Data
4 7 (4.07%) Data Protection Act
4 7 (4.07%) Management Information System
4 7 (4.07%) NHS
5 4 (2.33%) CMDB
5 4 (2.33%) Self-Motivation
6 3 (1.74%) Virtual Team
6 3 (1.74%) Wiki
7 2 (1.16%) Algorithms
7 2 (1.16%) Data Centre
7 2 (1.16%) Legacy Systems
8 1 (0.58%) Cloud Native
8 1 (0.58%) Distributed Systems
8 1 (0.58%) Low-Code
8 1 (0.58%) Onboarding
8 1 (0.58%) Renewable Energy
8 1 (0.58%) Solar Power
8 1 (0.58%) Team-Oriented Environment
Operating Systems
1 3 (1.74%) Unix
1 3 (1.74%) Windows
2 1 (0.58%) Linux
2 1 (0.58%) Windows Server
Processes & Methodologies
1 59 (34.30%) ETL
2 53 (30.81%) Data Governance
3 50 (29.07%) Analytics
4 41 (23.84%) Data Integration
5 40 (23.26%) Problem-Solving
6 39 (22.67%) Business Intelligence
7 37 (21.51%) Agile
8 30 (17.44%) Data Pipeline
9 28 (16.28%) Data Analysis
9 28 (16.28%) Data Architecture
10 27 (15.70%) Data Engineering
10 27 (15.70%) Visualisation
11 22 (12.79%) Data Science
11 22 (12.79%) Data Visualisation
12 21 (12.21%) Translating Business Requirements
13 20 (11.63%) DevOps
14 19 (11.05%) Data Strategy
15 18 (10.47%) Data Management
16 16 (9.30%) Data Protection
16 16 (9.30%) Stakeholder Management
Programming Languages
1 61 (35.47%) SQL
2 48 (27.91%) Python
3 27 (15.70%) Java
4 11 (6.40%) JavaScript
5 7 (4.07%) ABAP
5 7 (4.07%) PowerShell
5 7 (4.07%) Scala
6 4 (2.33%) Data Analysis Expressions
6 4 (2.33%) T-SQL
7 3 (1.74%) C++
7 3 (1.74%) Perl
7 3 (1.74%) R
8 2 (1.16%) C
9 1 (0.58%) Apex Code
9 1 (0.58%) Bash
9 1 (0.58%) C#
9 1 (0.58%) CQL
9 1 (0.58%) Rust
Qualifications
1 18 (10.47%) Degree
2 8 (4.65%) Security Cleared
3 7 (4.07%) Computer Science Degree
4 5 (2.91%) Master's Degree
4 5 (2.91%) SC Cleared
5 3 (1.74%) ITIL Certification
5 3 (1.74%) PMI Certification
5 3 (1.74%) PMP
6 2 (1.16%) AWS Certification
7 1 (0.58%) DV Cleared
7 1 (0.58%) Microsoft Certification
Quality Assurance & Compliance
1 30 (17.44%) Data Quality
2 14 (8.14%) GDPR
3 6 (3.49%) QA
4 5 (2.91%) Accessibility
5 4 (2.33%) HIPAA
6 1 (0.58%) GRC
6 1 (0.58%) MISRA
6 1 (0.58%) MISRA C
System Software
1 13 (7.56%) Docker
2 2 (1.16%) HDFS
3 1 (0.58%) Active Directory
Systems Management
1 13 (7.56%) Kubernetes
2 9 (5.23%) Terraform
3 3 (1.74%) Single Sign-On
Vendors
1 27 (15.70%) Microsoft
2 23 (13.37%) SAP
3 17 (9.88%) Google
4 14 (8.14%) Databricks
4 14 (8.14%) ServiceNow
5 7 (4.07%) Sparx
6 4 (2.33%) Ariba
6 4 (2.33%) Salesforce
7 3 (1.74%) Brio
8 2 (1.16%) IDERA
8 2 (1.16%) Oracle
8 2 (1.16%) Salesforce Marketing Cloud
8 2 (1.16%) Talend
9 1 (0.58%) Alteryx
9 1 (0.58%) Anaplan
9 1 (0.58%) Atlassian
9 1 (0.58%) Embarcadero
9 1 (0.58%) Intel
9 1 (0.58%) MicroStrategy
9 1 (0.58%) Teradata