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 18 February 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 61 63 44
Rank change year-on-year +2 -19 +19
Contract jobs citing Data Modelling 77 20 73
As % of all contract jobs in Yorkshire 3.76% 2.21% 3.97%
As % of the Processes & Methodologies category 4.22% 2.49% 4.49%
Number of daily rates quoted 52 13 54
10th Percentile £363 £313 £402
25th Percentile £430 £363 £456
Median daily rate (50th Percentile) £496 £500 £575
Median % change year-on-year -0.80% -13.04% +4.55%
75th Percentile £540 £650 £625
90th Percentile £684 £719 £685
England median daily rate £525 £533 £550
% change year-on-year -1.50% -3.09% -4.35%
Number of hourly rates quoted 0 4 0
Median hourly rate - £96.21 -
England median hourly rate £57.30 £57.50 £47.50
% change year-on-year -0.35% +21.05% -26.36%

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 1,825 803 1,627
As % of all contract IT jobs advertised in Yorkshire 89.02% 88.73% 88.42%
Number of daily rates quoted 1,203 490 994
10th Percentile £306 £231 £263
25th Percentile £403 £357 £380
Median daily rate (50th Percentile) £492 £466 £475
Median % change year-on-year +5.52% -1.84% -9.52%
75th Percentile £550 £571 £588
90th Percentile £675 £648 £669
England median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 52 20 48
10th Percentile £14.25 £14.93 £11.08
25th Percentile £15.19 £16.25 £12.15
Median hourly rate £22.27 £25.00 £15.12
Median % change year-on-year -10.94% +65.40% +42.19%
75th Percentile £51.06 £39.44 £23.75
90th Percentile £57.93 £97.18 £53.75
England median hourly rate £25.89 £35.00 £35.00
% change year-on-year -26.04% - -

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 18 February 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 18 February 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 -24 43 £455 -30.00% 5
West Yorkshire -4 31 £500 -4.76% 18
North Yorkshire -2 2 £625 +107.99% 2
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 (5.19%) Apache Spark
1 4 (5.19%) SharePoint
2 2 (2.60%) Confluence
3 1 (1.30%) Apache
3 1 (1.30%) nginx
Applications
1 10 (12.99%) Microsoft Excel
2 5 (6.49%) Chatbot
3 1 (1.30%) Microsoft Office
3 1 (1.30%) Microsoft PowerPoint
3 1 (1.30%) Microsoft Project
Business Applications
1 4 (5.19%) SAP S/4HANA
2 3 (3.90%) Dynamics CRM
3 2 (2.60%) SAP ERP
4 1 (1.30%) NetSuite
4 1 (1.30%) SAP Retail
Cloud Services
1 19 (24.68%) Azure
2 16 (20.78%) Power Platform
3 14 (18.18%) AWS
4 8 (10.39%) GCP
5 7 (9.09%) GitHub
5 7 (9.09%) OpenShift
6 5 (6.49%) Amazon S3
6 5 (6.49%) Azure Data Factory
7 3 (3.90%) Azure Synapse Analytics
7 3 (3.90%) Dynamics 365
7 3 (3.90%) Microsoft 365
8 2 (2.60%) Azure API Management
8 2 (2.60%) Azure DevOps
8 2 (2.60%) Power Automate
9 1 (1.30%) Azure Logic Apps
9 1 (1.30%) dbt
9 1 (1.30%) Fivetran
9 1 (1.30%) Salesforce Service Cloud
9 1 (1.30%) Serverless
9 1 (1.30%) Snowflake
Communications & Networking
1 9 (11.69%) Firewall
2 4 (5.19%) Internet
3 1 (1.30%) BIG-IP
3 1 (1.30%) DHCP
3 1 (1.30%) DNS
3 1 (1.30%) Network Security
3 1 (1.30%) TCP/IP
Database & Business Intelligence
1 16 (20.78%) Power BI
2 10 (12.99%) Data Warehouse
3 9 (11.69%) PostgreSQL
3 9 (11.69%) Power Query
4 8 (10.39%) NoSQL
4 8 (10.39%) PowerPivot
5 7 (9.09%) Relational Database
6 6 (7.79%) MySQL
6 6 (7.79%) RDBMS
7 3 (3.90%) Amazon Redshift
7 3 (3.90%) Data Lake
7 3 (3.90%) SQL Server
8 2 (2.60%) Amazon Athena
8 2 (2.60%) Azure SQL Database
8 2 (2.60%) Delta Lake
8 2 (2.60%) GIS
8 2 (2.60%) Metadata
8 2 (2.60%) MongoDB
8 2 (2.60%) SAP BW
8 2 (2.60%) SAP HANA
Development Applications
1 9 (11.69%) Jaeger
2 7 (9.09%) Jenkins
3 6 (7.79%) PyCharm
4 3 (3.90%) JIRA
5 1 (1.30%) ERwin
5 1 (1.30%) Git
General
1 47 (61.04%) Social Skills
2 30 (38.96%) Finance
3 23 (29.87%) Banking
4 21 (27.27%) Analytical Skills
5 9 (11.69%) Financial Institution
5 9 (11.69%) Public Sector
6 5 (6.49%) Documentation Skills
6 5 (6.49%) Telecoms
7 3 (3.90%) Health Technology
8 2 (2.60%) Retail
8 2 (2.60%) Retail Banking
9 1 (1.30%) Advertising
9 1 (1.30%) Digital Healthcare
9 1 (1.30%) Inclusion and Diversity
9 1 (1.30%) Influencing Skills
9 1 (1.30%) Organisational Skills
Job Titles
1 18 (23.38%) Analyst
2 14 (18.18%) Data Engineer
3 10 (12.99%) Senior
4 9 (11.69%) Business Analyst
4 9 (11.69%) Full-Stack Engineer
5 8 (10.39%) Architect
5 8 (10.39%) Strategy Analyst
6 6 (7.79%) Data Analyst
6 6 (7.79%) Developer
6 6 (7.79%) Senior Full-Stack Engineer
7 5 (6.49%) Artificial Intelligence Engineer
7 5 (6.49%) Design Engineer
7 5 (6.49%) Integration Engineer
7 5 (6.49%) Voice Design Engineer
7 5 (6.49%) Voice Engineer
8 4 (5.19%) Cloud Engineer
8 4 (5.19%) PMO Analyst
8 4 (5.19%) Senior Analyst
8 4 (5.19%) Senior Business Analyst
9 3 (3.90%) Solutions Architect
Libraries, Frameworks & Software Standards
1 16 (20.78%) Kafka
1 16 (20.78%) OpenTelemetry
2 9 (11.69%) Middleware
2 9 (11.69%) Spring Boot
3 7 (9.09%) Apache Avro
3 7 (9.09%) JSON
3 7 (9.09%) Pandas
3 7 (9.09%) Protocol Buffers
4 6 (7.79%) FHIR
4 6 (7.79%) NumPy
4 6 (7.79%) TensorFlow
5 2 (2.60%) PySpark
5 2 (2.60%) RESTful
6 1 (1.30%) AngularJS
6 1 (1.30%) FastAPI
6 1 (1.30%) Flask
6 1 (1.30%) Lightning Web Components
6 1 (1.30%) PyArrow
6 1 (1.30%) REST
6 1 (1.30%) Visualforce
Miscellaneous
1 10 (12.99%) Distributed Systems
2 8 (10.39%) Management Information System
3 6 (7.79%) Hybrid Cloud
3 6 (7.79%) NHS
3 6 (7.79%) Product Ownership
4 5 (6.49%) Algorithms
5 4 (5.19%) Cloud Native
5 4 (5.19%) Clustering
5 4 (5.19%) Data Centre
5 4 (5.19%) Online Banking
6 3 (3.90%) Data Protection Act
6 3 (3.90%) Data Structures
6 3 (3.90%) Onboarding
7 1 (1.30%) Analytical Mindset
7 1 (1.30%) Legacy Systems
7 1 (1.30%) Reference Data
7 1 (1.30%) SCADA
7 1 (1.30%) Virtual Team
Operating Systems
1 12 (15.58%) Linux
2 3 (3.90%) Unix
3 1 (1.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 28 (36.36%) Analytics
2 26 (33.77%) Problem-Solving
3 23 (29.87%) Agile
4 21 (27.27%) Data Governance
4 21 (27.27%) DevOps
5 19 (24.68%) ETL
5 19 (24.68%) Stakeholder Management
6 18 (23.38%) Decision-Making
7 17 (22.08%) Business Intelligence
7 17 (22.08%) Microservices
8 16 (20.78%) Observability
9 15 (19.48%) Computer Science
9 15 (19.48%) Dashboard Development
9 15 (19.48%) Data Engineering
9 15 (19.48%) Data Pipeline
10 14 (18.18%) CI/CD
10 14 (18.18%) GAP Analysis
11 13 (16.88%) Application Security
11 13 (16.88%) IT Strategy
11 13 (16.88%) Technology Strategy
Programming Languages
1 33 (42.86%) Python
2 31 (40.26%) SQL
3 12 (15.58%) Java
4 9 (11.69%) Rust
4 9 (11.69%) VBA
5 3 (3.90%) Bash
5 3 (3.90%) Data Analysis Expressions
5 3 (3.90%) JavaScript
5 3 (3.90%) PowerShell
5 3 (3.90%) Search Processing Language
6 1 (1.30%) ActionScript
6 1 (1.30%) ActionScript 2.0
6 1 (1.30%) Apex Code
6 1 (1.30%) Shell Script
6 1 (1.30%) SOQL
Qualifications
1 20 (25.97%) Degree
2 6 (7.79%) BPSS Clearance
3 4 (5.19%) Security Cleared
4 1 (1.30%) CISM
4 1 (1.30%) CISSP
4 1 (1.30%) Computer Science Degree
4 1 (1.30%) SAP Certification
4 1 (1.30%) TOGAF Certification
Quality Assurance & Compliance
1 6 (7.79%) Data Quality
2 4 (5.19%) HL7
2 4 (5.19%) PMO
3 3 (3.90%) HIPAA
3 3 (3.90%) SOC 2
4 1 (1.30%) GDPR
System Software
1 13 (16.88%) Docker
Systems Management
1 20 (25.97%) Kubernetes
2 16 (20.78%) Prometheus
3 9 (11.69%) Grafana
3 9 (11.69%) Kiali
4 7 (9.09%) Terraform
5 4 (5.19%) Ansible
Vendors
1 20 (25.97%) Splunk
2 11 (14.29%) Microsoft
3 5 (6.49%) Databricks
4 4 (5.19%) SAP
5 2 (2.60%) Brio
5 2 (2.60%) ESRI
5 2 (2.60%) Oracle
6 1 (1.30%) BiZZdesign
6 1 (1.30%) CheckPoint
6 1 (1.30%) F5
6 1 (1.30%) Fortinet
6 1 (1.30%) Infoblox
6 1 (1.30%) Infor
6 1 (1.30%) Red Hat
6 1 (1.30%) Salesforce
6 1 (1.30%) TOWER Software