Data Modelling Contract Job Trends in Bristol

Data Modelling
South West > Bristol

The table below provides summary statistics and contractor rates for jobs advertised in Bristol requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 26 July 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Jul 2026
Same period 2025 Same period 2024
Rank 49 50 59
Rank change year-on-year +1 +9 +3
Contract jobs citing Data Modelling 38 18 15
As % of all contract jobs in Bristol 2.90% 2.58% 1.48%
As % of the Processes & Methodologies category 3.72% 2.82% 1.79%
Number of daily rates quoted 30 12 12
10th Percentile £411 £320 £403
25th Percentile £463 £416 £445
Median daily rate (50th Percentile) £500 £469 £488
Median % change year-on-year +6.67% -3.85% -22.00%
75th Percentile £575 £538 £644
90th Percentile £646 £571 £738
South West median daily rate £506 £506 £538
% change year-on-year -0.05% -5.81% -14.00%
Number of hourly rates quoted 1 2 0
Median hourly rate £40.00 £79.35 -
Median % change year-on-year -49.59% - -
South West median hourly rate £38.75 £79.35 £30.00
% change year-on-year -51.17% +164.50% -54.55%

All Process & Methodology Skills
Bristol

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 Bristol.

Contract vacancies with a requirement for process or methodology skills 1,022 638 839
As % of all contract IT jobs advertised in Bristol 77.96% 91.54% 82.66%
Number of daily rates quoted 525 336 459
10th Percentile £325 £235 £260
25th Percentile £419 £363 £394
Median daily rate (50th Percentile) £500 £450 £500
Median % change year-on-year +11.11% -10.00% -3.85%
75th Percentile £575 £570 £589
90th Percentile £638 £644 £703
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -2.78%
Number of hourly rates quoted 244 101 200
10th Percentile £19.33 £17.79 £43.75
25th Percentile £46.25 £18.87 £53.75
Median hourly rate £65.00 £32.50 £70.00
Median % change year-on-year +100.00% -53.57% +7.69%
75th Percentile £68.00 £67.50 £72.50
90th Percentile £75.00 £73.75 £78.20
South West median hourly rate £57.50 £25.15 £65.00
% change year-on-year +128.63% -61.31% -

Data Modelling
Job Vacancy Trend in Bristol

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

Data Modelling job vacancy trend in Bristol

Data Modelling
Daily Rate Trend in Bristol

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

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

Data Modelling
Daily Rate Histogram in Bristol

Daily rate distribution for jobs citing Data Modelling in Bristol over the 6 months to 26 July 2026.

Daily rate histogram for Data Modelling in Bristol

Data Modelling
Hourly Rate Trend in Bristol

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

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

Data Modelling
Co-Occurring Skills & Capabilities in Bristol 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 3 (7.89%) Apache Airflow
1 3 (7.89%) Apache Spark
2 2 (5.26%) Apache
3 1 (2.63%) Oracle Coherence
Applications
1 1 (2.63%) Microsoft Excel
1 1 (2.63%) Microsoft Office
1 1 (2.63%) Microsoft PowerPoint
1 1 (2.63%) MS Visio
Cloud Services
1 17 (44.74%) Azure
2 9 (23.68%) Azure Data Factory
3 8 (21.05%) GCP
3 8 (21.05%) Power Platform
4 7 (18.42%) AWS
5 6 (15.79%) GitHub
6 4 (10.53%) Azure Synapse Analytics
6 4 (10.53%) Snowflake
7 3 (7.89%) GitHub Actions
8 2 (5.26%) Cloud Functions
8 2 (5.26%) dbt
8 2 (5.26%) IaaS
8 2 (5.26%) PaaS
8 2 (5.26%) SaaS
8 2 (5.26%) Serverless
9 1 (2.63%) Azure DevOps
9 1 (2.63%) Collibra
9 1 (2.63%) Google Drive
9 1 (2.63%) Google Workspace
9 1 (2.63%) OpenShift
Database & Business Intelligence
1 8 (21.05%) Power BI
2 7 (18.42%) Data Warehouse
3 5 (13.16%) Metadata
4 4 (10.53%) BigQuery
5 3 (7.89%) Data Vault
5 3 (7.89%) Delta Lake
6 2 (5.26%) Data Lake
6 2 (5.26%) Looker
6 2 (5.26%) Relational Database
6 2 (5.26%) SQLite
7 1 (2.63%) Amazon Redshift
7 1 (2.63%) Big Data
7 1 (2.63%) Enterprise Data Warehouse
7 1 (2.63%) MongoDB
7 1 (2.63%) Oracle Database
7 1 (2.63%) Semantic Layer
7 1 (2.63%) SQL Server Reporting Services
7 1 (2.63%) Star Schema
7 1 (2.63%) Tableau
Development Applications
1 2 (5.26%) Git
2 1 (2.63%) GitLab
2 1 (2.63%) Jenkins
2 1 (2.63%) Rational Rhapsody
General
1 9 (23.68%) Social Skills
2 6 (15.79%) Analytical Skills
2 6 (15.79%) Finance
2 6 (15.79%) Public Sector
3 2 (5.26%) Aerospace
3 2 (5.26%) Documentation Skills
3 2 (5.26%) Marketing
3 2 (5.26%) Military
4 1 (2.63%) Organisational Skills
Job Titles
1 14 (36.84%) Data Engineer
2 10 (26.32%) Architect
3 7 (18.42%) Analyst
4 4 (10.53%) Business Analyst
4 4 (10.53%) Data Architect
4 4 (10.53%) Senior
4 4 (10.53%) Solutions Architect
5 3 (7.89%) Azure Data Engineer
5 3 (7.89%) Azure Engineer
5 3 (7.89%) Data Analyst
5 3 (7.89%) Developer
5 3 (7.89%) GCP Architect
5 3 (7.89%) GCP Data Architect
6 2 (5.26%) AWS Engineer
6 2 (5.26%) Azure Architect
6 2 (5.26%) Data Business Analyst
6 2 (5.26%) Data Manager
6 2 (5.26%) Microsoft Engineer
6 2 (5.26%) SC Cleared Business Analyst
6 2 (5.26%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (10.53%) REST
2 3 (7.89%) Kafka
2 3 (7.89%) PySpark
2 3 (7.89%) Spring Boot
3 2 (5.26%) FastAPI
3 2 (5.26%) Node.js
3 2 (5.26%) pydantic
3 2 (5.26%) SOAP
3 2 (5.26%) Swagger
4 1 (2.63%) OAuth
4 1 (2.63%) OAuth2
4 1 (2.63%) OpenID
4 1 (2.63%) React
4 1 (2.63%) RESTful
4 1 (2.63%) SAML
4 1 (2.63%) Spring
4 1 (2.63%) Web Services
4 1 (2.63%) WSDL
Miscellaneous
1 11 (28.95%) Cloud Native
2 6 (15.79%) Product Ownership
3 2 (5.26%) Analytical Mindset
3 2 (5.26%) Data Protection Act
3 2 (5.26%) Management Information System
3 2 (5.26%) Reference Data
4 1 (2.63%) CMDB
4 1 (2.63%) Data Structures
4 1 (2.63%) Distributed Computing
4 1 (2.63%) Learning Management System
4 1 (2.63%) Mobile App
4 1 (2.63%) Taxonomies
4 1 (2.63%) Virtual Team
Operating Systems
1 1 (2.63%) Windows
Processes & Methodologies
1 16 (42.11%) Analytics
1 16 (42.11%) Data Engineering
2 14 (36.84%) Agile
3 13 (34.21%) Data Pipeline
4 11 (28.95%) Business Intelligence
5 10 (26.32%) Data Governance
5 10 (26.32%) DevOps
6 8 (21.05%) Data Architecture
7 7 (18.42%) CI/CD
7 7 (18.42%) Continuous Improvement
7 7 (18.42%) Decision-Making
7 7 (18.42%) ETL
7 7 (18.42%) Roadmaps
8 6 (15.79%) Data Science
9 5 (13.16%) Infrastructure as Code
9 5 (13.16%) Stakeholder Engagement
9 5 (13.16%) TOGAF
9 5 (13.16%) Validation
10 4 (10.53%) Dimensional Modelling
10 4 (10.53%) Use Case
Programming Languages
1 17 (44.74%) SQL
2 11 (28.95%) Python
3 3 (7.89%) Java
4 1 (2.63%) Data Analysis Expressions
Qualifications
1 10 (26.32%) Security Cleared
2 9 (23.68%) SC Cleared
3 4 (10.53%) Degree
4 2 (5.26%) Master's Degree
4 2 (5.26%) TOGAF Certification
5 1 (2.63%) Chartered Engineer
5 1 (2.63%) Computer Science Degree
Quality Assurance & Compliance
1 11 (28.95%) Data Quality
2 3 (7.89%) GDPR
3 2 (5.26%) ISO/IEC 27001
3 2 (5.26%) QA
4 1 (2.63%) Cyber Essentials
4 1 (2.63%) ISO/IEC 15288
System Software
1 2 (5.26%) Docker
Systems Management
1 4 (10.53%) Terraform
2 3 (7.89%) Kubernetes
3 2 (5.26%) Argo
4 1 (2.63%) Ansible
4 1 (2.63%) Grafana
4 1 (2.63%) Prometheus
4 1 (2.63%) Single Sign-On
Vendors
1 10 (26.32%) Microsoft
2 5 (13.16%) Databricks
2 5 (13.16%) Google
3 2 (5.26%) BiZZdesign
3 2 (5.26%) IBM
3 2 (5.26%) ServiceNow
4 1 (2.63%) Amplitude
4 1 (2.63%) Braze
4 1 (2.63%) Dynatrace
4 1 (2.63%) Informatica
4 1 (2.63%) Oracle
4 1 (2.63%) Red Hat
4 1 (2.63%) SAP
4 1 (2.63%) webMethods