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 5 July 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 46 51 67
Rank change year-on-year +5 +16 -3
Contract jobs citing Data Modelling 43 13 14
As % of all contract jobs in Bristol 3.20% 2.01% 1.26%
As % of the Processes & Methodologies category 4.10% 2.20% 1.56%
Number of daily rates quoted 33 8 12
10th Percentile £380 £304 £403
25th Percentile £425 £369 £445
Median daily rate (50th Percentile) £500 £500 £488
Median % change year-on-year - +2.56% -16.67%
75th Percentile £556 £547 £644
90th Percentile £627 £650 £738
South West median daily rate £506 £513 £538
% change year-on-year -1.27% -4.65% -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 1,048 590 900
As % of all contract IT jobs advertised in Bristol 78.03% 91.33% 80.72%
Number of daily rates quoted 519 309 496
10th Percentile £350 £235 £260
25th Percentile £416 £361 £375
Median daily rate (50th Percentile) £500 £447 £500
Median % change year-on-year +11.86% -10.60% -4.76%
75th Percentile £575 £573 £600
90th Percentile £638 £644 £688
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -4.55%
Number of hourly rates quoted 275 93 211
10th Percentile £19.28 £18.13 £40.00
25th Percentile £47.75 £18.87 £50.00
Median hourly rate £65.00 £40.84 £70.00
Median % change year-on-year +59.16% -41.66% +13.82%
75th Percentile £68.00 £68.00 £72.50
90th Percentile £71.52 £74.00 £77.50
South West median hourly rate £57.50 £28.10 £55.25
% change year-on-year +104.66% -49.15% -10.16%

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 5 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 (6.98%) Apache Airflow
1 3 (6.98%) Apache Spark
2 2 (4.65%) Apache
3 1 (2.33%) Oracle Coherence
Applications
1 2 (4.65%) Microsoft Excel
2 1 (2.33%) Microsoft Office
2 1 (2.33%) Microsoft PowerPoint
2 1 (2.33%) MS Visio
Cloud Services
1 18 (41.86%) Azure
2 13 (30.23%) Power Platform
3 10 (23.26%) Azure Data Factory
4 7 (16.28%) AWS
5 6 (13.95%) GCP
5 6 (13.95%) GitHub
6 5 (11.63%) Azure Synapse Analytics
7 4 (9.30%) Snowflake
8 3 (6.98%) GitHub Actions
9 2 (4.65%) dbt
9 2 (4.65%) IaaS
9 2 (4.65%) PaaS
9 2 (4.65%) SaaS
9 2 (4.65%) Serverless
10 1 (2.33%) AWS CloudFormation
10 1 (2.33%) Azure DevOps
10 1 (2.33%) Google Drive
10 1 (2.33%) Google Workspace
10 1 (2.33%) OpenShift
10 1 (2.33%) Stackdriver
Database & Business Intelligence
1 13 (30.23%) Power BI
2 8 (18.60%) Data Warehouse
3 4 (9.30%) Delta Lake
4 2 (4.65%) BigQuery
4 2 (4.65%) Data Lake
4 2 (4.65%) Looker
4 2 (4.65%) Metadata
4 2 (4.65%) Relational Database
4 2 (4.65%) SQLite
4 2 (4.65%) Star Schema
5 1 (2.33%) Amazon Redshift
5 1 (2.33%) Big Data
5 1 (2.33%) Data Vault
5 1 (2.33%) Enterprise Data Warehouse
5 1 (2.33%) MongoDB
5 1 (2.33%) Oracle Database
5 1 (2.33%) Semantic Layer
5 1 (2.33%) SQL Server Reporting Services
5 1 (2.33%) Tableau
Development Applications
1 2 (4.65%) Git
2 1 (2.33%) GitLab
2 1 (2.33%) Jenkins
2 1 (2.33%) Rational Rhapsody
General
1 8 (18.60%) Social Skills
2 7 (16.28%) Public Sector
3 6 (13.95%) Analytical Skills
4 4 (9.30%) Finance
5 2 (4.65%) Aerospace
5 2 (4.65%) Documentation Skills
5 2 (4.65%) Marketing
5 2 (4.65%) Military
6 1 (2.33%) Billing
6 1 (2.33%) Organisational Skills
Job Titles
1 21 (48.84%) Data Engineer
2 8 (18.60%) Analyst
3 7 (16.28%) Architect
4 4 (9.30%) Azure Data Engineer
4 4 (9.30%) Azure Engineer
4 4 (9.30%) Business Analyst
4 4 (9.30%) Senior
4 4 (9.30%) Solutions Architect
5 3 (6.98%) Data Analyst
5 3 (6.98%) Developer
5 3 (6.98%) Principal Data Engineer
5 3 (6.98%) Principal Engineer
6 2 (4.65%) AWS Engineer
6 2 (4.65%) Azure Architect
6 2 (4.65%) Data Business Analyst
6 2 (4.65%) Data Manager
6 2 (4.65%) Microsoft Engineer
6 2 (4.65%) Python Developer
6 2 (4.65%) SC Cleared Business Analyst
6 2 (4.65%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (9.30%) REST
2 3 (6.98%) Kafka
2 3 (6.98%) PySpark
2 3 (6.98%) Spring Boot
3 2 (4.65%) FastAPI
3 2 (4.65%) Node.js
3 2 (4.65%) pydantic
3 2 (4.65%) SOAP
3 2 (4.65%) Swagger
4 1 (2.33%) OAuth
4 1 (2.33%) OAuth2
4 1 (2.33%) OpenID
4 1 (2.33%) Pandas
4 1 (2.33%) React
4 1 (2.33%) RESTful
4 1 (2.33%) SAML
4 1 (2.33%) Spring
4 1 (2.33%) Web Services
4 1 (2.33%) WSDL
Miscellaneous
1 9 (20.93%) Cloud Native
2 4 (9.30%) Product Ownership
3 3 (6.98%) Public Cloud
4 2 (4.65%) Analytical Mindset
4 2 (4.65%) Data Protection Act
4 2 (4.65%) Management Information System
5 1 (2.33%) CMDB
5 1 (2.33%) Data Structures
5 1 (2.33%) Distributed Computing
5 1 (2.33%) Learning Management System
5 1 (2.33%) Mobile App
5 1 (2.33%) Virtual Team
Operating Systems
1 1 (2.33%) Windows
Processes & Methodologies
1 23 (53.49%) Analytics
2 18 (41.86%) Data Engineering
3 16 (37.21%) Business Intelligence
4 15 (34.88%) Data Pipeline
5 14 (32.56%) Agile
6 12 (27.91%) ETL
7 10 (23.26%) DevOps
8 8 (18.60%) Decision-Making
9 7 (16.28%) CI/CD
9 7 (16.28%) Continuous Improvement
9 7 (16.28%) Data Governance
9 7 (16.28%) Data Transformation
10 6 (13.95%) Data Science
10 6 (13.95%) Validation
11 5 (11.63%) Data Architecture
11 5 (11.63%) Infrastructure as Code
11 5 (11.63%) Roadmaps
11 5 (11.63%) Stakeholder Engagement
11 5 (11.63%) TOGAF
12 4 (9.30%) Use Case
Programming Languages
1 19 (44.19%) SQL
2 12 (27.91%) Python
3 3 (6.98%) Java
4 2 (4.65%) Data Analysis Expressions
Qualifications
1 12 (27.91%) Security Cleared
2 11 (25.58%) SC Cleared
3 4 (9.30%) Degree
4 2 (4.65%) Master's Degree
4 2 (4.65%) TOGAF Certification
5 1 (2.33%) Chartered Engineer
5 1 (2.33%) Computer Science Degree
Quality Assurance & Compliance
1 10 (23.26%) Data Quality
2 3 (6.98%) GDPR
3 2 (4.65%) ISO/IEC 27001
3 2 (4.65%) QA
4 1 (2.33%) Cyber Essentials
4 1 (2.33%) ISO/IEC 15288
System Software
1 2 (4.65%) Docker
Systems Management
1 4 (9.30%) Terraform
2 3 (6.98%) Kubernetes
3 2 (4.65%) Argo
4 1 (2.33%) Ansible
4 1 (2.33%) Grafana
4 1 (2.33%) Prometheus
4 1 (2.33%) Single Sign-On
Vendors
1 12 (27.91%) Microsoft
2 6 (13.95%) Databricks
3 3 (6.98%) Google
4 2 (4.65%) BiZZdesign
4 2 (4.65%) IBM
4 2 (4.65%) ServiceNow
5 1 (2.33%) Amplitude
5 1 (2.33%) Braze
5 1 (2.33%) Dynatrace
5 1 (2.33%) Oracle
5 1 (2.33%) Red Hat
5 1 (2.33%) SAP
5 1 (2.33%) webMethods