Data Modelling Contract Job Trends in Yorkshire

Data Modelling
England > Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in Yorkshire requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 12 April 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Apr 2026
Same period 2025 Same period 2024
Rank 50 54 39
Rank change year-on-year +4 -15 +20
Contract jobs citing Data Modelling 99 29 62
As % of all contract jobs in Yorkshire 4.26% 3.01% 3.72%
As % of the Processes & Methodologies category 4.84% 3.25% 4.31%
Number of daily rates quoted 71 15 47
10th Percentile £358 £340 £418
25th Percentile £430 £363 £450
Median daily rate (50th Percentile) £492 £550 £550
Median % change year-on-year -10.55% - +3.29%
75th Percentile £550 £650 £625
90th Percentile £600 £695 £766
England median daily rate £525 £540 £550
% change year-on-year -2.78% -1.82% -4.35%
Number of hourly rates quoted 0 4 0
Median hourly rate - £96.85 -
England median hourly rate £76.80 £55.50 £46.18
% change year-on-year +38.38% +20.18% -26.70%

All Process & Methodology Skills
Yorkshire

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 Yorkshire.

Contract vacancies with a requirement for process or methodology skills 2,046 891 1,439
As % of all contract IT jobs advertised in Yorkshire 88.00% 92.52% 86.43%
Number of daily rates quoted 1,340 558 859
10th Percentile £313 £263 £256
25th Percentile £405 £365 £382
Median daily rate (50th Percentile) £487 £475 £475
Median % change year-on-year +2.53% - -9.52%
75th Percentile £557 £550 £575
90th Percentile £650 £638 £651
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 54 34 62
10th Percentile £14.25 £11.60 £11.30
25th Percentile £15.25 £17.08 £12.15
Median hourly rate £22.81 £21.24 £13.50
Median % change year-on-year +7.39% +57.33% +27.00%
75th Percentile £57.25 £27.10 £21.66
90th Percentile £68.75 £80.10 £51.08
England median hourly rate £40.54 £32.00 £34.21
% change year-on-year +26.69% -6.46% -8.77%

Data Modelling
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in Yorkshire.

Data Modelling job vacancy trend in Yorkshire

Data Modelling
Daily Rate Trend in Yorkshire

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 12 April 2026.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Hourly Rate Trend in Yorkshire

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 12 April 2026. 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
South Yorkshire 0 56 £475 -26.92% 8
West Yorkshire -9 37 £500 -4.31% 38
North Yorkshire -4 4 £575 +91.35% 4
Data Modelling
England

Data Modelling
Co-Occurring Skills & Capabilities in Yorkshire by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 7 (7.07%) Confluence
2 4 (4.04%) Apache Spark
2 4 (4.04%) SharePoint
3 1 (1.01%) Apache
3 1 (1.01%) nginx
Applications
1 10 (10.10%) Microsoft Excel
2 2 (2.02%) Chatbot
3 1 (1.01%) Microsoft Office
3 1 (1.01%) Microsoft PowerPoint
3 1 (1.01%) Microsoft Project
Business Applications
1 1 (1.01%) Dynamics CRM
1 1 (1.01%) NetSuite
1 1 (1.01%) SAP ERP
1 1 (1.01%) SAP S/4HANA
Cloud Services
1 25 (25.25%) Azure
2 20 (20.20%) Power Platform
3 10 (10.10%) OpenShift
4 9 (9.09%) AWS
4 9 (9.09%) GitHub
5 8 (8.08%) Azure Data Factory
6 5 (5.05%) Azure DevOps
6 5 (5.05%) GCP
6 5 (5.05%) Microsoft 365
7 4 (4.04%) Azure Logic Apps
7 4 (4.04%) Azure Synapse Analytics
7 4 (4.04%) Dynamics 365
8 3 (3.03%) Snowflake
9 2 (2.02%) Amazon S3
9 2 (2.02%) AWS Lambda
9 2 (2.02%) Azure Storage
9 2 (2.02%) Microsoft Purview
9 2 (2.02%) Serverless
10 1 (1.01%) Amazon SQS
10 1 (1.01%) SaaS
Communications & Networking
1 9 (9.09%) Firewall
2 2 (2.02%) Internet
3 1 (1.01%) BIG-IP
3 1 (1.01%) DHCP
3 1 (1.01%) DNS
3 1 (1.01%) Network Security
3 1 (1.01%) TCP/IP
Database & Business Intelligence
1 19 (19.19%) Power BI
2 16 (16.16%) Data Warehouse
3 8 (8.08%) Data Lake
3 8 (8.08%) Power Query
3 8 (8.08%) PowerPivot
4 6 (6.06%) PostgreSQL
5 5 (5.05%) Azure SQL Database
5 5 (5.05%) Delta Lake
5 5 (5.05%) MongoDB
5 5 (5.05%) NoSQL
6 4 (4.04%) Metadata
6 4 (4.04%) Relational Database
7 3 (3.03%) MySQL
7 3 (3.03%) RDBMS
7 3 (3.03%) SQL Server
8 2 (2.02%) Amazon Athena
8 2 (2.02%) Tableau
9 1 (1.01%) Data Vault
9 1 (1.01%) DynamoDB
9 1 (1.01%) Electronic Patient Records
Development Applications
1 9 (9.09%) Jaeger
2 8 (8.08%) JIRA
3 5 (5.05%) ERwin
4 4 (4.04%) Jenkins
5 3 (3.03%) PyCharm
6 2 (2.02%) Git
7 1 (1.01%) ER Studio
7 1 (1.01%) LSMW
7 1 (1.01%) PowerDesigner
General
1 46 (46.46%) Social Skills
2 33 (33.33%) Finance
3 27 (27.27%) Analytical Skills
4 23 (23.23%) Banking
5 10 (10.10%) Public Sector
6 9 (9.09%) Financial Institution
7 7 (7.07%) Documentation Skills
8 5 (5.05%) Telecoms
9 3 (3.03%) Health Technology
9 3 (3.03%) Organisational Skills
10 2 (2.02%) Influencing Skills
11 1 (1.01%) Advertising
11 1 (1.01%) Digital Healthcare
11 1 (1.01%) Inclusion and Diversity
11 1 (1.01%) Retail Banking
Job Titles
1 23 (23.23%) Analyst
2 21 (21.21%) Data Engineer
3 14 (14.14%) Architect
4 12 (12.12%) Senior
5 10 (10.10%) Business Analyst
6 9 (9.09%) Data Analyst
6 9 (9.09%) Developer
6 9 (9.09%) Full-Stack Engineer
7 8 (8.08%) Strategy Analyst
8 7 (7.07%) Data Architect
9 6 (6.06%) Data Modeller
9 6 (6.06%) Senior Full-Stack Engineer
10 5 (5.05%) Design Engineer
10 5 (5.05%) Integration Engineer
10 5 (5.05%) Lead
10 5 (5.05%) Voice Design Engineer
10 5 (5.05%) Voice Engineer
11 4 (4.04%) Cloud Engineer
11 4 (4.04%) PMO Analyst
11 4 (4.04%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 19 (19.19%) Kafka
2 16 (16.16%) OpenTelemetry
3 11 (11.11%) JSON
4 9 (9.09%) Middleware
4 9 (9.09%) Spring Boot
5 7 (7.07%) Apache Avro
5 7 (7.07%) Protocol Buffers
6 6 (6.06%) FHIR
7 5 (5.05%) Pandas
7 5 (5.05%) PySpark
8 3 (3.03%) NumPy
8 3 (3.03%) TensorFlow
9 2 (2.02%) REST
9 2 (2.02%) RESTful
9 2 (2.02%) STL
10 1 (1.01%) .NET
10 1 (1.01%) CSS
10 1 (1.01%) EDI
10 1 (1.01%) SAML
10 1 (1.01%) XML
Miscellaneous
1 12 (12.12%) Product Ownership
2 10 (10.10%) Distributed Systems
3 8 (8.08%) Data Structures
3 8 (8.08%) Management Information System
4 6 (6.06%) Hybrid Cloud
4 6 (6.06%) NHS
5 4 (4.04%) Cloud Native
5 4 (4.04%) Data Centre
5 4 (4.04%) Data Protection Act
6 3 (3.03%) Legacy Systems
7 2 (2.02%) Algorithms
7 2 (2.02%) Analytical Mindset
7 2 (2.02%) Clustering
7 2 (2.02%) Low-Code
7 2 (2.02%) Mobile App
7 2 (2.02%) Online Banking
8 1 (1.01%) Enterprise Software
8 1 (1.01%) Private Cloud
8 1 (1.01%) Reference Data
8 1 (1.01%) SCADA
Operating Systems
1 9 (9.09%) Linux
2 1 (1.01%) Red Hat Enterprise Linux
Processes & Methodologies
1 37 (37.37%) Analytics
2 28 (28.28%) Problem-Solving
3 26 (26.26%) Data Governance
3 26 (26.26%) Data Pipeline
4 25 (25.25%) Agile
4 25 (25.25%) ETL
5 22 (22.22%) Business Intelligence
5 22 (22.22%) DevOps
6 21 (21.21%) Stakeholder Management
7 20 (20.20%) Decision-Making
7 20 (20.20%) Observability
8 18 (18.18%) CI/CD
8 18 (18.18%) Data Engineering
9 17 (17.17%) Microservices
10 16 (16.16%) Data Architecture
11 14 (14.14%) Dashboard Development
12 13 (13.13%) Full-Stack Development
12 13 (13.13%) GAP Analysis
12 13 (13.13%) IT Strategy
12 13 (13.13%) Technology Strategy
Programming Languages
1 37 (37.37%) SQL
2 32 (32.32%) Python
3 12 (12.12%) Java
4 9 (9.09%) Rust
4 9 (9.09%) VBA
5 4 (4.04%) JavaScript
6 1 (1.01%) ActionScript
6 1 (1.01%) ActionScript 2.0
6 1 (1.01%) Apex Code
6 1 (1.01%) Data Analysis Expressions
6 1 (1.01%) Shell Script
6 1 (1.01%) SOQL
6 1 (1.01%) TypeScript
6 1 (1.01%) X++
Qualifications
1 17 (17.17%) Degree
2 6 (6.06%) BPSS Clearance
2 6 (6.06%) Security Cleared
3 3 (3.03%) SC Cleared
4 1 (1.01%) CISM
4 1 (1.01%) CISSP
4 1 (1.01%) TOGAF Certification
Quality Assurance & Compliance
1 8 (8.08%) Data Quality
2 4 (4.04%) HL7
2 4 (4.04%) PMO
3 2 (2.02%) GDPR
System Software
1 14 (14.14%) Docker
2 1 (1.01%) Active Directory
Systems Management
1 21 (21.21%) Kubernetes
2 16 (16.16%) Prometheus
3 9 (9.09%) Grafana
3 9 (9.09%) Kiali
4 4 (4.04%) Ansible
4 4 (4.04%) Terraform
5 3 (3.03%) Single Sign-On
Vendors
1 19 (19.19%) Microsoft
2 17 (17.17%) Splunk
3 14 (14.14%) Databricks
4 7 (7.07%) Oracle
5 2 (2.02%) Alteryx
5 2 (2.02%) Brio
5 2 (2.02%) Google
5 2 (2.02%) ServiceNow
6 1 (1.01%) BiZZdesign
6 1 (1.01%) CheckPoint
6 1 (1.01%) F5
6 1 (1.01%) Fortinet
6 1 (1.01%) Infoblox
6 1 (1.01%) Infor
6 1 (1.01%) Red Hat
6 1 (1.01%) Salesforce
6 1 (1.01%) SAP
6 1 (1.01%) TOWER Software