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 11 March 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 65 55 47
Rank change year-on-year -10 -8 +9
Contract jobs citing Data Modelling 83 24 61
As % of all contract jobs in Yorkshire 3.80% 2.69% 3.43%
As % of the Processes & Methodologies category 4.28% 2.95% 3.95%
Number of daily rates quoted 58 14 45
10th Percentile £361 £319 £430
25th Percentile £436 £363 £485
Median daily rate (50th Percentile) £496 £563 £575
Median % change year-on-year -11.82% -2.17% +6.98%
75th Percentile £550 £650 £625
90th Percentile £661 £716 £746
England median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -4.35%
Number of hourly rates quoted 0 4 0
Median hourly rate - £96.21 -
England median hourly rate £69.44 £54.00 £46.18
% change year-on-year +28.59% +16.93% -28.40%

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 1,941 814 1,543
As % of all contract IT jobs advertised in Yorkshire 88.96% 91.26% 86.69%
Number of daily rates quoted 1,273 512 928
10th Percentile £306 £232 £262
25th Percentile £403 £363 £380
Median daily rate (50th Percentile) £488 £475 £475
Median % change year-on-year +2.63% - -9.52%
75th Percentile £550 £566 £575
90th Percentile £650 £638 £668
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 58 28 54
10th Percentile £14.25 £15.94 £11.17
25th Percentile £15.25 £17.08 £12.15
Median hourly rate £22.81 £22.14 £13.50
Median % change year-on-year +3.03% +64.00% +27.00%
75th Percentile £55.00 £28.75 £22.56
90th Percentile £68.75 £58.04 £53.75
England median hourly rate £30.00 £34.50 £32.50
% change year-on-year -13.04% +6.15% -9.72%

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 11 March 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 11 March 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 -21 49 £460 -29.23% 12
West Yorkshire -15 29 £500 -4.76% 29
North Yorkshire -5 4 £575 +91.35% 3
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 4 (4.82%) Apache Spark
1 4 (4.82%) SharePoint
2 3 (3.61%) Confluence
3 1 (1.20%) Apache
3 1 (1.20%) nginx
Applications
1 10 (12.05%) Microsoft Excel
2 5 (6.02%) Chatbot
3 1 (1.20%) Microsoft Office
3 1 (1.20%) Microsoft PowerPoint
3 1 (1.20%) Microsoft Project
Business Applications
1 4 (4.82%) SAP S/4HANA
2 3 (3.61%) Dynamics CRM
3 2 (2.41%) SAP ERP
4 1 (1.20%) NetSuite
4 1 (1.20%) SAP Retail
Cloud Services
1 18 (21.69%) Azure
1 18 (21.69%) Power Platform
2 11 (13.25%) AWS
3 8 (9.64%) GitHub
3 8 (9.64%) OpenShift
4 6 (7.23%) GCP
5 5 (6.02%) Amazon S3
5 5 (6.02%) Azure Data Factory
6 4 (4.82%) Dynamics 365
7 3 (3.61%) Azure DevOps
7 3 (3.61%) Azure Synapse Analytics
7 3 (3.61%) Microsoft 365
8 2 (2.41%) Azure API Management
8 2 (2.41%) Azure Logic Apps
8 2 (2.41%) Power Automate
8 2 (2.41%) Snowflake
9 1 (1.20%) Azure Event Grid
9 1 (1.20%) Azure Service Bus
9 1 (1.20%) Azure Stack
9 1 (1.20%) PowerApps
Communications & Networking
1 9 (10.84%) Firewall
2 4 (4.82%) Internet
3 1 (1.20%) BIG-IP
3 1 (1.20%) DHCP
3 1 (1.20%) DNS
3 1 (1.20%) Network Security
3 1 (1.20%) TCP/IP
Database & Business Intelligence
1 17 (20.48%) Power BI
2 10 (12.05%) Data Warehouse
3 9 (10.84%) PostgreSQL
4 8 (9.64%) NoSQL
4 8 (9.64%) Power Query
4 8 (9.64%) PowerPivot
5 7 (8.43%) Relational Database
6 6 (7.23%) MySQL
6 6 (7.23%) RDBMS
7 5 (6.02%) Data Lake
8 3 (3.61%) Amazon Redshift
8 3 (3.61%) Azure SQL Database
8 3 (3.61%) Delta Lake
8 3 (3.61%) Metadata
8 3 (3.61%) SQL Server
9 2 (2.41%) Amazon Athena
9 2 (2.41%) GIS
9 2 (2.41%) MongoDB
9 2 (2.41%) SAP BW
9 2 (2.41%) SAP HANA
Development Applications
1 9 (10.84%) Jaeger
2 7 (8.43%) Jenkins
3 6 (7.23%) PyCharm
4 4 (4.82%) JIRA
5 3 (3.61%) ERwin
6 2 (2.41%) Git
7 1 (1.20%) ER Studio
7 1 (1.20%) PowerDesigner
General
1 46 (55.42%) Social Skills
2 31 (37.35%) Finance
3 25 (30.12%) Banking
4 22 (26.51%) Analytical Skills
5 11 (13.25%) Public Sector
6 9 (10.84%) Financial Institution
7 5 (6.02%) Documentation Skills
7 5 (6.02%) Telecoms
8 3 (3.61%) Health Technology
9 2 (2.41%) Retail
9 2 (2.41%) Retail Banking
10 1 (1.20%) Advertising
10 1 (1.20%) Digital Healthcare
10 1 (1.20%) Inclusion and Diversity
10 1 (1.20%) Influencing Skills
10 1 (1.20%) Organisational Skills
Job Titles
1 19 (22.89%) Analyst
2 17 (20.48%) Data Engineer
3 13 (15.66%) Architect
4 12 (14.46%) Senior
5 10 (12.05%) Business Analyst
6 9 (10.84%) Full-Stack Engineer
7 8 (9.64%) Strategy Analyst
8 6 (7.23%) Data Analyst
8 6 (7.23%) Senior Full-Stack Engineer
9 5 (6.02%) Artificial Intelligence Engineer
9 5 (6.02%) Data Architect
9 5 (6.02%) Design Engineer
9 5 (6.02%) Integration Engineer
9 5 (6.02%) Solutions Architect
9 5 (6.02%) Voice Design Engineer
9 5 (6.02%) Voice Engineer
10 4 (4.82%) Cloud Engineer
10 4 (4.82%) Developer
10 4 (4.82%) PMO Analyst
10 4 (4.82%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 17 (20.48%) Kafka
2 16 (19.28%) OpenTelemetry
3 9 (10.84%) Middleware
3 9 (10.84%) Spring Boot
4 8 (9.64%) JSON
5 7 (8.43%) Apache Avro
5 7 (8.43%) Pandas
5 7 (8.43%) Protocol Buffers
6 6 (7.23%) FHIR
6 6 (7.23%) NumPy
6 6 (7.23%) TensorFlow
7 3 (3.61%) PySpark
8 2 (2.41%) REST
8 2 (2.41%) RESTful
9 1 (1.20%) AngularJS
9 1 (1.20%) EDI
9 1 (1.20%) EDIFACT
9 1 (1.20%) Flask
9 1 (1.20%) React
9 1 (1.20%) Visualforce
Miscellaneous
1 10 (12.05%) Distributed Systems
2 8 (9.64%) Management Information System
3 7 (8.43%) Product Ownership
4 6 (7.23%) Cloud Native
4 6 (7.23%) Hybrid Cloud
4 6 (7.23%) NHS
5 5 (6.02%) Algorithms
6 4 (4.82%) Clustering
6 4 (4.82%) Data Centre
6 4 (4.82%) Data Structures
6 4 (4.82%) Online Banking
7 3 (3.61%) Data Protection Act
8 2 (2.41%) Legacy Systems
8 2 (2.41%) Reference Data
9 1 (1.20%) Analytical Mindset
9 1 (1.20%) Data Fabric
9 1 (1.20%) Enterprise Software
9 1 (1.20%) Legacy Applications
9 1 (1.20%) Onboarding
9 1 (1.20%) Virtual Team
Operating Systems
1 10 (12.05%) Linux
2 1 (1.20%) Red Hat Enterprise Linux
2 1 (1.20%) Unix
Processes & Methodologies
1 29 (34.94%) Analytics
2 27 (32.53%) Problem-Solving
3 24 (28.92%) Agile
4 23 (27.71%) DevOps
5 22 (26.51%) Data Governance
6 21 (25.30%) Stakeholder Management
7 20 (24.10%) ETL
8 19 (22.89%) Decision-Making
9 18 (21.69%) Business Intelligence
9 18 (21.69%) Data Pipeline
9 18 (21.69%) Microservices
10 17 (20.48%) Observability
11 16 (19.28%) Data Engineering
12 15 (18.07%) CI/CD
12 15 (18.07%) Computer Science
12 15 (18.07%) Dashboard Development
13 14 (16.87%) GAP Analysis
14 13 (15.66%) Application Security
14 13 (15.66%) IT Strategy
14 13 (15.66%) Technology Strategy
Programming Languages
1 32 (38.55%) Python
1 32 (38.55%) SQL
2 12 (14.46%) Java
3 9 (10.84%) Rust
3 9 (10.84%) VBA
4 3 (3.61%) JavaScript
5 1 (1.20%) ActionScript
5 1 (1.20%) ActionScript 2.0
5 1 (1.20%) Apex Code
5 1 (1.20%) Bash
5 1 (1.20%) Data Analysis Expressions
5 1 (1.20%) PowerShell
5 1 (1.20%) Search Processing Language
5 1 (1.20%) Shell Script
5 1 (1.20%) SOQL
5 1 (1.20%) X++
Qualifications
1 20 (24.10%) Degree
2 6 (7.23%) BPSS Clearance
3 5 (6.02%) Security Cleared
4 1 (1.20%) CISM
4 1 (1.20%) CISSP
4 1 (1.20%) Computer Science Degree
4 1 (1.20%) SAP Certification
4 1 (1.20%) TOGAF Certification
Quality Assurance & Compliance
1 7 (8.43%) Data Quality
2 4 (4.82%) HL7
2 4 (4.82%) PMO
3 2 (2.41%) GDPR
4 1 (1.20%) HIPAA
4 1 (1.20%) SOC 2
System Software
1 13 (15.66%) Docker
Systems Management
1 20 (24.10%) Kubernetes
2 16 (19.28%) Prometheus
3 9 (10.84%) Grafana
3 9 (10.84%) Kiali
4 5 (6.02%) Terraform
5 2 (2.41%) Ansible
Vendors
1 18 (21.69%) Splunk
2 13 (15.66%) Microsoft
3 7 (8.43%) Databricks
4 4 (4.82%) SAP
5 2 (2.41%) Brio
5 2 (2.41%) ESRI
5 2 (2.41%) Oracle
6 1 (1.20%) BiZZdesign
6 1 (1.20%) CheckPoint
6 1 (1.20%) F5
6 1 (1.20%) Fortinet
6 1 (1.20%) Google
6 1 (1.20%) Infoblox
6 1 (1.20%) Infor
6 1 (1.20%) Red Hat
6 1 (1.20%) Salesforce
6 1 (1.20%) TOWER Software