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 19 April 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Apr 2026
Same period 2025 Same period 2024
Rank 54 61 42
Rank change year-on-year +7 -19 +8
Contract jobs citing Data Modelling 101 29 64
As % of all contract jobs in Yorkshire 4.25% 2.90% 3.84%
As % of the Processes & Methodologies category 4.85% 3.13% 4.45%
Number of daily rates quoted 73 15 48
10th Percentile £358 £340 £406
25th Percentile £435 £363 £450
Median daily rate (50th Percentile) £500 £550 £525
Median % change year-on-year -9.09% +4.71% -4.50%
75th Percentile £550 £650 £625
90th Percentile £600 £695 £765
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 £79.00 £55.50 £46.18
% change year-on-year +42.34% +20.18% -14.08%

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 2,083 927 1,439
As % of all contract IT jobs advertised in Yorkshire 87.74% 92.61% 86.32%
Number of daily rates quoted 1,354 586 862
10th Percentile £313 £256 £258
25th Percentile £405 £363 £388
Median daily rate (50th Percentile) £482 £475 £475
Median % change year-on-year +1.58% -0.11% -9.52%
75th Percentile £555 £550 £575
90th Percentile £638 £638 £650
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 55 33 63
10th Percentile £14.25 £12.53 £11.30
25th Percentile £15.29 £17.08 £12.15
Median hourly rate £23.58 £21.24 £13.50
Median % change year-on-year +10.99% +57.33% +27.00%
75th Percentile £57.25 £28.75 £21.35
90th Percentile £68.75 £85.61 £48.40
England median hourly rate £41.86 £31.64 £35.00
% change year-on-year +32.29% -9.60% -6.17%

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 19 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 19 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 -3 57 £475 -26.92% 8
West Yorkshire -8 38 £500 -4.31% 41
North Yorkshire -3 4 £575 +91.35% 8
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 8 (7.92%) Confluence
2 4 (3.96%) Apache Spark
2 4 (3.96%) SharePoint
3 1 (0.99%) Apache
3 1 (0.99%) nginx
Applications
1 10 (9.90%) Microsoft Excel
2 2 (1.98%) Chatbot
3 1 (0.99%) Microsoft Office
3 1 (0.99%) Microsoft PowerPoint
3 1 (0.99%) Microsoft Project
Business Applications
1 1 (0.99%) Dynamics CRM
1 1 (0.99%) NetSuite
1 1 (0.99%) SAP ERP
1 1 (0.99%) SAP S/4HANA
Cloud Services
1 27 (26.73%) Azure
2 20 (19.80%) Power Platform
3 10 (9.90%) AWS
3 10 (9.90%) OpenShift
4 9 (8.91%) GitHub
5 8 (7.92%) Azure Data Factory
6 6 (5.94%) Azure DevOps
6 6 (5.94%) GCP
7 5 (4.95%) Microsoft 365
8 4 (3.96%) Azure Logic Apps
8 4 (3.96%) Azure Synapse Analytics
8 4 (3.96%) Dynamics 365
9 3 (2.97%) Snowflake
10 2 (1.98%) Amazon S3
10 2 (1.98%) AWS Lambda
10 2 (1.98%) Azure Storage
10 2 (1.98%) Microsoft Purview
10 2 (1.98%) Serverless
11 1 (0.99%) Amazon SQS
11 1 (0.99%) SaaS
Communications & Networking
1 9 (8.91%) Firewall
2 2 (1.98%) Internet
3 1 (0.99%) BIG-IP
3 1 (0.99%) DHCP
3 1 (0.99%) DNS
3 1 (0.99%) Network Security
3 1 (0.99%) TCP/IP
Database & Business Intelligence
1 19 (18.81%) Power BI
2 17 (16.83%) Data Warehouse
3 8 (7.92%) Data Lake
3 8 (7.92%) Power Query
3 8 (7.92%) PowerPivot
4 6 (5.94%) Delta Lake
5 5 (4.95%) Azure SQL Database
5 5 (4.95%) MongoDB
5 5 (4.95%) PostgreSQL
6 4 (3.96%) Metadata
6 4 (3.96%) NoSQL
7 3 (2.97%) Relational Database
7 3 (2.97%) SQL Server
8 2 (1.98%) Amazon Athena
8 2 (1.98%) MySQL
8 2 (1.98%) RDBMS
8 2 (1.98%) Tableau
9 1 (0.99%) Data Vault
9 1 (0.99%) Electronic Patient Records
9 1 (0.99%) Parquet
Development Applications
1 9 (8.91%) Jaeger
1 9 (8.91%) JIRA
2 5 (4.95%) ERwin
3 3 (2.97%) Jenkins
4 2 (1.98%) Git
4 2 (1.98%) PyCharm
5 1 (0.99%) ER Studio
5 1 (0.99%) LSMW
5 1 (0.99%) PowerDesigner
General
1 47 (46.53%) Social Skills
2 34 (33.66%) Finance
3 27 (26.73%) Analytical Skills
4 23 (22.77%) Banking
5 10 (9.90%) Public Sector
6 9 (8.91%) Financial Institution
7 7 (6.93%) Documentation Skills
8 5 (4.95%) Telecoms
9 3 (2.97%) Health Technology
9 3 (2.97%) Organisational Skills
10 2 (1.98%) Influencing Skills
11 1 (0.99%) Advertising
11 1 (0.99%) Digital Healthcare
11 1 (0.99%) Inclusion and Diversity
11 1 (0.99%) Retail Banking
Job Titles
1 23 (22.77%) Analyst
2 22 (21.78%) Data Engineer
3 14 (13.86%) Architect
4 13 (12.87%) Senior
5 10 (9.90%) Business Analyst
5 10 (9.90%) Developer
6 9 (8.91%) Data Analyst
6 9 (8.91%) Full-Stack Engineer
7 8 (7.92%) Strategy Analyst
8 7 (6.93%) Data Architect
9 6 (5.94%) Data Modeller
9 6 (5.94%) Senior Full-Stack Engineer
10 5 (4.95%) Design Engineer
10 5 (4.95%) Integration Engineer
10 5 (4.95%) Lead
10 5 (4.95%) Voice Design Engineer
10 5 (4.95%) Voice Engineer
11 4 (3.96%) Cloud Engineer
11 4 (3.96%) PMO Analyst
11 4 (3.96%) Senior Analyst
Libraries, Frameworks & Software Standards
1 19 (18.81%) Kafka
2 16 (15.84%) OpenTelemetry
3 12 (11.88%) JSON
4 10 (9.90%) Middleware
5 9 (8.91%) Spring Boot
6 7 (6.93%) Apache Avro
6 7 (6.93%) Protocol Buffers
7 6 (5.94%) FHIR
7 6 (5.94%) PySpark
8 4 (3.96%) Pandas
9 3 (2.97%) REST
10 2 (1.98%) NumPy
10 2 (1.98%) RESTful
10 2 (1.98%) SOAP
10 2 (1.98%) STL
10 2 (1.98%) TensorFlow
10 2 (1.98%) XML
11 1 (0.99%) FastAPI
11 1 (0.99%) Lightning Web Components
11 1 (0.99%) React
Miscellaneous
1 12 (11.88%) Product Ownership
2 10 (9.90%) Distributed Systems
3 8 (7.92%) Data Structures
3 8 (7.92%) Management Information System
4 6 (5.94%) Hybrid Cloud
4 6 (5.94%) NHS
5 5 (4.95%) Data Centre
6 4 (3.96%) Cloud Native
7 3 (2.97%) Data Protection Act
7 3 (2.97%) Legacy Systems
7 3 (2.97%) Mobile App
8 2 (1.98%) Algorithms
8 2 (1.98%) Analytical Mindset
8 2 (1.98%) Clustering
8 2 (1.98%) Low-Code
8 2 (1.98%) Online Banking
9 1 (0.99%) Data Fabric
9 1 (0.99%) Private Cloud
9 1 (0.99%) Public Cloud
9 1 (0.99%) Virtual Team
Operating Systems
1 10 (9.90%) Linux
2 1 (0.99%) Red Hat Enterprise Linux
2 1 (0.99%) Unix
2 1 (0.99%) Windows
Processes & Methodologies
1 39 (38.61%) Analytics
2 28 (27.72%) Problem-Solving
3 27 (26.73%) Data Pipeline
4 26 (25.74%) Data Governance
4 26 (25.74%) ETL
5 25 (24.75%) Agile
6 23 (22.77%) DevOps
7 22 (21.78%) Business Intelligence
8 21 (20.79%) Stakeholder Management
9 20 (19.80%) Decision-Making
9 20 (19.80%) Observability
10 19 (18.81%) CI/CD
11 18 (17.82%) Data Engineering
12 17 (16.83%) Microservices
13 16 (15.84%) Data Architecture
14 14 (13.86%) Dashboard Development
15 13 (12.87%) Full-Stack Development
15 13 (12.87%) GAP Analysis
15 13 (12.87%) IT Strategy
15 13 (12.87%) Technology Strategy
Programming Languages
1 36 (35.64%) SQL
2 31 (30.69%) Python
3 12 (11.88%) Java
4 9 (8.91%) Rust
4 9 (8.91%) VBA
5 4 (3.96%) JavaScript
6 1 (0.99%) ActionScript
6 1 (0.99%) ActionScript 2.0
6 1 (0.99%) Apex Code
6 1 (0.99%) Data Analysis Expressions
6 1 (0.99%) Shell Script
6 1 (0.99%) SOQL
6 1 (0.99%) TypeScript
6 1 (0.99%) X++
Qualifications
1 17 (16.83%) Degree
2 6 (5.94%) BPSS Clearance
2 6 (5.94%) Security Cleared
3 3 (2.97%) SC Cleared
4 1 (0.99%) CISM
4 1 (0.99%) CISSP
4 1 (0.99%) TOGAF Certification
Quality Assurance & Compliance
1 8 (7.92%) Data Quality
2 4 (3.96%) HL7
2 4 (3.96%) PMO
3 2 (1.98%) GDPR
System Software
1 14 (13.86%) Docker
2 1 (0.99%) Active Directory
Systems Management
1 21 (20.79%) Kubernetes
2 16 (15.84%) Prometheus
3 9 (8.91%) Grafana
3 9 (8.91%) Kiali
4 5 (4.95%) Ansible
5 4 (3.96%) Single Sign-On
5 4 (3.96%) Terraform
Vendors
1 19 (18.81%) Microsoft
2 17 (16.83%) Splunk
3 15 (14.85%) Databricks
4 7 (6.93%) Oracle
5 3 (2.97%) ServiceNow
6 2 (1.98%) Alteryx
6 2 (1.98%) Brio
6 2 (1.98%) Google
7 1 (0.99%) BiZZdesign
7 1 (0.99%) CheckPoint
7 1 (0.99%) F5
7 1 (0.99%) Fortinet
7 1 (0.99%) Infoblox
7 1 (0.99%) Infor
7 1 (0.99%) Red Hat
7 1 (0.99%) Salesforce
7 1 (0.99%) SAP
7 1 (0.99%) TOWER Software