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

6 months to
19 Sep 2026
Same period 2025 Same period 2024
Rank 45 55 62
Rank change year-on-year +10 +7 -9
Contract jobs citing Data Modelling 45 15 15
As % of all contract jobs in Bristol 3.29% 2.06% 1.62%
As % of the Processes & Methodologies category 4.29% 2.22% 1.96%
Number of daily rates quoted 33 10 10
10th Percentile £415 £310 £448
25th Percentile £475 £388 £450
Median daily rate (50th Percentile) £550 £463 £475
Median % change year-on-year +18.92% -2.63% -29.63%
75th Percentile £665 £534 £591
90th Percentile £722 £541 £616
South West median daily rate £505 £500 £538
% change year-on-year +1.00% -6.98% -14.00%
Number of hourly rates quoted 3 1 1
10th Percentile £22.71 - -
25th Percentile £24.30 - £25.26
Median hourly rate £26.95 £80.00 £27.13
Median % change year-on-year -66.31% +194.93% -
75th Percentile £33.48 - £28.99
90th Percentile £37.39 - -
South West median hourly rate £32.23 £80.00 £30.00
% change year-on-year -59.72% +166.67% -

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 1,049 675 765
As % of all contract IT jobs advertised in Bristol 76.63% 92.59% 82.79%
Number of daily rates quoted 539 344 411
10th Percentile £325 £254 £288
25th Percentile £430 £375 £408
Median daily rate (50th Percentile) £525 £463 £500
Median % change year-on-year +13.51% -7.50% -6.54%
75th Percentile £600 £588 £599
90th Percentile £675 £743 £701
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -4.55%
Number of hourly rates quoted 273 140 141
10th Percentile £21.27 £12.82 £50.00
25th Percentile £46.25 £18.87 £65.00
Median hourly rate £65.00 £32.50 £70.00
Median % change year-on-year +100.00% -53.57% +7.69%
75th Percentile £68.75 £65.00 £72.50
90th Percentile £72.54 £70.38 £77.50
South West median hourly rate £62.00 £25.15 £67.50
% change year-on-year +146.52% -62.74% +4.53%

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 19 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
Hourly Rate Histogram in Bristol

Hourly rate distribution of jobs citing Data Modelling in Bristol over the 6 months to 19 September 2026.

Hourly rate histogram for Data Modelling in Bristol

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 (6.67%) Apache Airflow
2 2 (4.44%) Apache Spark
3 1 (2.22%) Apache
3 1 (2.22%) Oracle Coherence
Applications
1 1 (2.22%) Microsoft Excel
1 1 (2.22%) Microsoft Office
1 1 (2.22%) Microsoft PowerPoint
1 1 (2.22%) MS Visio
1 1 (2.22%) Spreadsheet
Cloud Services
1 13 (28.89%) Azure
1 13 (28.89%) GCP
2 10 (22.22%) dbt
2 10 (22.22%) Power Platform
3 7 (15.56%) AWS
4 6 (13.33%) GitHub
5 5 (11.11%) Azure Data Factory
5 5 (11.11%) Cloud Composer
5 5 (11.11%) Cloud Functions
6 4 (8.89%) Snowflake
6 4 (8.89%) Vertex AI
7 3 (6.67%) Azure Databricks
7 3 (6.67%) Azure Synapse Analytics
7 3 (6.67%) Cloud Run
7 3 (6.67%) GitHub Actions
7 3 (6.67%) OCI
8 2 (4.44%) IaaS
8 2 (4.44%) PaaS
8 2 (4.44%) Power Automate
8 2 (4.44%) Serverless
Communications & Networking
1 1 (2.22%) BGP
1 1 (2.22%) Ethernet VPN
1 1 (2.22%) NX-OS
1 1 (2.22%) VXLAN
Database & Business Intelligence
1 10 (22.22%) Power BI
2 7 (15.56%) BigQuery
2 7 (15.56%) Data Warehouse
2 7 (15.56%) Metadata
3 5 (11.11%) Tableau
4 4 (8.89%) Looker
5 3 (6.67%) Data Vault
5 3 (6.67%) Oracle Database
6 2 (4.44%) Data Lake
6 2 (4.44%) Relational Database
6 2 (4.44%) Semantic Layer
6 2 (4.44%) SQLite
7 1 (2.22%) Big Data
7 1 (2.22%) Delta Lake
7 1 (2.22%) Enterprise Data Warehouse
7 1 (2.22%) MongoDB
7 1 (2.22%) SQL Server Reporting Services
Development Applications
1 2 (4.44%) Git
1 2 (4.44%) GitLab
2 1 (2.22%) Jenkins
2 1 (2.22%) Rational Rhapsody
General
1 14 (31.11%) Social Skills
2 8 (17.78%) Public Sector
3 5 (11.11%) Finance
4 4 (8.89%) Analytical Skills
5 3 (6.67%) Military
6 2 (4.44%) Documentation Skills
6 2 (4.44%) Local Government
6 2 (4.44%) Marketing
7 1 (2.22%) Aerospace
7 1 (2.22%) Organisational Skills
Job Titles
1 16 (35.56%) Architect
1 16 (35.56%) Data Engineer
2 6 (13.33%) GCP Architect
2 6 (13.33%) GCP Data Engineer
2 6 (13.33%) GCP Engineer
3 5 (11.11%) Data Architect
3 5 (11.11%) Developer
3 5 (11.11%) Senior
4 4 (8.89%) Solutions Architect
5 3 (6.67%) Analyst
5 3 (6.67%) AWS Data Engineer
5 3 (6.67%) AWS Engineer
5 3 (6.67%) Azure Architect
5 3 (6.67%) BigQuery Architect
5 3 (6.67%) Senior Data Engineer
6 2 (4.44%) Cloud Architect
6 2 (4.44%) Cloud Infrastructure Architect
6 2 (4.44%) Infrastructure Architect
6 2 (4.44%) Oracle Architect
6 2 (4.44%) Python Developer
Libraries, Frameworks & Software Standards
1 7 (15.56%) Terraform
2 4 (8.89%) REST
3 3 (6.67%) Spring Boot
4 2 (4.44%) FastAPI
4 2 (4.44%) Kafka
4 2 (4.44%) Node.js
4 2 (4.44%) pydantic
4 2 (4.44%) PySpark
4 2 (4.44%) Swagger
5 1 (2.22%) JSON
5 1 (2.22%) OAuth
5 1 (2.22%) OpenID
5 1 (2.22%) Oracle Fusion
5 1 (2.22%) RESTful
5 1 (2.22%) SAML
5 1 (2.22%) SOAP
5 1 (2.22%) Spring
5 1 (2.22%) Web Services
5 1 (2.22%) WSDL
5 1 (2.22%) YAML
Miscellaneous
1 11 (24.44%) Cloud Native
2 3 (6.67%) Product Ownership
3 2 (4.44%) Data Protection Act
3 2 (4.44%) Management Information System
3 2 (4.44%) Reference Data
3 2 (4.44%) Replication
4 1 (2.22%) Analytical Mindset
4 1 (2.22%) Clustering
4 1 (2.22%) Data Centre
4 1 (2.22%) Learning Management System
4 1 (2.22%) Mobile App
4 1 (2.22%) Taxonomies
Operating Systems
1 1 (2.22%) Windows
Processes & Methodologies
1 22 (48.89%) Data Engineering
2 16 (35.56%) DevOps
3 14 (31.11%) AI
3 14 (31.11%) Analytics
3 14 (31.11%) Data Architecture
3 14 (31.11%) ETL
4 12 (26.67%) Validation
5 11 (24.44%) Agile
5 11 (24.44%) Business Intelligence
5 11 (24.44%) CI/CD
6 10 (22.22%) Data Governance
7 9 (20.00%) Data Integration
7 9 (20.00%) Data Pipeline
8 8 (17.78%) Decision-Making
8 8 (17.78%) Stakeholder Engagement
9 7 (15.56%) Infrastructure as Code
9 7 (15.56%) Roadmaps
10 6 (13.33%) Master Data Management
10 6 (13.33%) Technical Leadership
10 6 (13.33%) Translating Business Requirements
Programming Languages
1 24 (53.33%) SQL
2 17 (37.78%) Python
3 3 (6.67%) Java
4 1 (2.22%) Data Analysis Expressions
4 1 (2.22%) JavaScript
4 1 (2.22%) LookML
Qualifications
1 9 (20.00%) SC Cleared
1 9 (20.00%) Security Cleared
2 5 (11.11%) Degree
3 2 (4.44%) Master's Degree
3 2 (4.44%) TOGAF Certification
4 1 (2.22%) Chartered Engineer
4 1 (2.22%) Computer Science Degree
Quality Assurance & Compliance
1 10 (22.22%) Data Quality
2 5 (11.11%) QA
3 2 (4.44%) GDPR
4 1 (2.22%) ISO/IEC 15288
4 1 (2.22%) ISO/IEC 27001
System Software
1 2 (4.44%) Docker
Systems Management
1 3 (6.67%) Kubernetes
2 2 (4.44%) Ansible
2 2 (4.44%) Argo
3 1 (2.22%) Grafana
3 1 (2.22%) Prometheus
3 1 (2.22%) Single Sign-On
Vendors
1 12 (26.67%) Google
2 8 (17.78%) Microsoft
3 7 (15.56%) Databricks
4 4 (8.89%) Oracle
5 2 (4.44%) BiZZdesign
5 2 (4.44%) IBM
5 2 (4.44%) Red Hat
6 1 (2.22%) Cisco
6 1 (2.22%) Informatica
6 1 (2.22%) SAP
6 1 (2.22%) ServiceNow
6 1 (2.22%) webMethods