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 12 September 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 47 56 63
Rank change year-on-year +9 +7 -11
Contract jobs citing Data Modelling 38 16 14
As % of all contract jobs in Bristol 2.81% 2.23% 1.52%
As % of the Processes & Methodologies category 3.68% 2.41% 1.85%
Number of daily rates quoted 29 10 10
10th Percentile £413 £310 £448
25th Percentile £470 £388 £450
Median daily rate (50th Percentile) £550 £463 £475
Median % change year-on-year +18.92% -2.63% -29.63%
75th Percentile £638 £534 £591
90th Percentile £713 £541 £616
South West median daily rate £525 £500 £538
% change year-on-year +5.00% -6.98% -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% -

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 1,033 664 758
As % of all contract IT jobs advertised in Bristol 76.29% 92.61% 82.48%
Number of daily rates quoted 531 341 410
10th Percentile £325 £253 £292
25th Percentile £426 £375 £407
Median daily rate (50th Percentile) £525 £450 £500
Median % change year-on-year +16.67% -10.00% -4.76%
75th Percentile £600 £588 £600
90th Percentile £663 £695 £702
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -4.55%
Number of hourly rates quoted 266 126 143
10th Percentile £21.29 £12.82 £48.00
25th Percentile £46.25 £18.60 £64.38
Median hourly rate £65.00 £31.13 £70.00
Median % change year-on-year +108.84% -55.54% +7.69%
75th Percentile £68.75 £65.00 £72.50
90th Percentile £72.54 £73.75 £77.50
South West median hourly rate £62.00 £25.15 £67.50
% change year-on-year +146.52% -62.74% +3.85%

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 12 September 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
2 2 (5.26%) Apache Spark
3 1 (2.63%) 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
1 1 (2.63%) Spreadsheet
Cloud Services
1 13 (34.21%) Azure
2 9 (23.68%) GCP
2 9 (23.68%) Power Platform
3 6 (15.79%) AWS
3 6 (15.79%) Azure Data Factory
3 6 (15.79%) dbt
3 6 (15.79%) GitHub
4 4 (10.53%) Azure Synapse Analytics
4 4 (10.53%) Cloud Composer
4 4 (10.53%) Cloud Functions
5 3 (7.89%) Azure Databricks
5 3 (7.89%) GitHub Actions
5 3 (7.89%) OCI
5 3 (7.89%) Snowflake
5 3 (7.89%) Vertex AI
6 2 (5.26%) Cloud Run
6 2 (5.26%) IaaS
6 2 (5.26%) PaaS
6 2 (5.26%) Serverless
7 1 (2.63%) SaaS
Communications & Networking
1 1 (2.63%) BGP
1 1 (2.63%) Ethernet VPN
1 1 (2.63%) NX-OS
1 1 (2.63%) VXLAN
Database & Business Intelligence
1 9 (23.68%) Power BI
2 6 (15.79%) BigQuery
2 6 (15.79%) Data Warehouse
2 6 (15.79%) Metadata
3 4 (10.53%) Tableau
4 3 (7.89%) Data Vault
4 3 (7.89%) Looker
4 3 (7.89%) Oracle Database
5 2 (5.26%) Data Lake
5 2 (5.26%) Delta Lake
5 2 (5.26%) Relational Database
5 2 (5.26%) Semantic Layer
5 2 (5.26%) SQLite
6 1 (2.63%) Big Data
6 1 (2.63%) Enterprise Data Warehouse
6 1 (2.63%) MongoDB
6 1 (2.63%) SQL Server Reporting Services
6 1 (2.63%) Star Schema
Development Applications
1 2 (5.26%) Git
1 2 (5.26%) GitLab
2 1 (2.63%) Jenkins
2 1 (2.63%) Rational Rhapsody
General
1 12 (31.58%) Social Skills
2 6 (15.79%) Public Sector
3 5 (13.16%) Finance
4 4 (10.53%) Analytical Skills
5 3 (7.89%) Military
6 2 (5.26%) Documentation Skills
6 2 (5.26%) Marketing
7 1 (2.63%) Aerospace
7 1 (2.63%) Local Government
7 1 (2.63%) Organisational Skills
Job Titles
1 14 (36.84%) Architect
2 13 (34.21%) Data Engineer
3 5 (13.16%) GCP Architect
4 4 (10.53%) Data Architect
4 4 (10.53%) Senior
4 4 (10.53%) Solutions Architect
5 3 (7.89%) Analyst
5 3 (7.89%) Azure Architect
5 3 (7.89%) Developer
5 3 (7.89%) GCP Data Engineer
5 3 (7.89%) GCP Engineer
6 2 (5.26%) AWS Data Engineer
6 2 (5.26%) AWS Engineer
6 2 (5.26%) BigQuery Architect
6 2 (5.26%) Cloud Architect
6 2 (5.26%) Cloud Infrastructure Architect
6 2 (5.26%) GCP Data Architect
6 2 (5.26%) Infrastructure Architect
6 2 (5.26%) Microsoft Engineer
6 2 (5.26%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 6 (15.79%) Terraform
2 4 (10.53%) REST
3 3 (7.89%) PySpark
3 3 (7.89%) Spring Boot
4 2 (5.26%) FastAPI
4 2 (5.26%) Kafka
4 2 (5.26%) Node.js
4 2 (5.26%) pydantic
4 2 (5.26%) Swagger
5 1 (2.63%) JSON
5 1 (2.63%) OAuth
5 1 (2.63%) OpenID
5 1 (2.63%) Oracle Fusion
5 1 (2.63%) RESTful
5 1 (2.63%) SAML
5 1 (2.63%) SOAP
5 1 (2.63%) Spring
5 1 (2.63%) Web Services
5 1 (2.63%) WSDL
5 1 (2.63%) YAML
Miscellaneous
1 11 (28.95%) Cloud Native
2 3 (7.89%) Product Ownership
3 2 (5.26%) Data Protection Act
3 2 (5.26%) Management Information System
3 2 (5.26%) Reference Data
3 2 (5.26%) Replication
4 1 (2.63%) Analytical Mindset
4 1 (2.63%) Data Centre
4 1 (2.63%) Learning Management System
4 1 (2.63%) Mobile App
4 1 (2.63%) Taxonomies
Operating Systems
1 1 (2.63%) Windows
Processes & Methodologies
1 17 (44.74%) Data Engineering
2 14 (36.84%) Analytics
2 14 (36.84%) DevOps
3 12 (31.58%) Data Architecture
4 10 (26.32%) Agile
4 10 (26.32%) AI
4 10 (26.32%) Business Intelligence
4 10 (26.32%) CI/CD
5 9 (23.68%) Data Governance
5 9 (23.68%) Data Pipeline
5 9 (23.68%) ETL
6 8 (21.05%) Decision-Making
6 8 (21.05%) Validation
7 6 (15.79%) Data Integration
7 6 (15.79%) Infrastructure as Code
7 6 (15.79%) Roadmaps
7 6 (15.79%) Stakeholder Engagement
7 6 (15.79%) Translating Business Requirements
8 5 (13.16%) Continuous Improvement
8 5 (13.16%) Dimensional Modelling
Programming Languages
1 19 (50.00%) SQL
2 14 (36.84%) Python
3 3 (7.89%) Java
4 1 (2.63%) Data Analysis Expressions
4 1 (2.63%) LookML
Qualifications
1 9 (23.68%) SC Cleared
1 9 (23.68%) Security Cleared
2 5 (13.16%) Degree
3 2 (5.26%) Master's Degree
3 2 (5.26%) TOGAF Certification
4 1 (2.63%) Chartered Engineer
4 1 (2.63%) Computer Science Degree
Quality Assurance & Compliance
1 8 (21.05%) Data Quality
2 4 (10.53%) QA
3 2 (5.26%) GDPR
4 1 (2.63%) ISO/IEC 15288
4 1 (2.63%) ISO/IEC 27001
System Software
1 2 (5.26%) Docker
Systems Management
1 3 (7.89%) Kubernetes
2 2 (5.26%) Ansible
2 2 (5.26%) Argo
3 1 (2.63%) Grafana
3 1 (2.63%) Prometheus
3 1 (2.63%) Single Sign-On
Vendors
1 9 (23.68%) Microsoft
2 8 (21.05%) Google
3 6 (15.79%) Databricks
4 4 (10.53%) Oracle
5 2 (5.26%) BiZZdesign
5 2 (5.26%) IBM
5 2 (5.26%) Red Hat
6 1 (2.63%) Cisco
6 1 (2.63%) Informatica
6 1 (2.63%) SAP
6 1 (2.63%) ServiceNow
6 1 (2.63%) webMethods