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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 38 50 58
Rank change year-on-year +12 +8 -2
Contract jobs citing Data Modelling 50 15 17
As % of all contract jobs in Bristol 3.68% 2.05% 1.88%
As % of the Processes & Methodologies category 4.80% 2.21% 2.28%
Number of daily rates quoted 37 10 11
10th Percentile £419 £310 -
25th Percentile £475 £388 £450
Median daily rate (50th Percentile) £550 £463 £500
Median % change year-on-year +18.92% -7.50% -20.00%
75th Percentile £675 £534 £600
90th Percentile £716 £541 £613
South West median daily rate £506 £500 £525
% change year-on-year +1.10% -4.76% -16.00%
Number of hourly rates quoted 3 1 2
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 1,041 679 746
As % of all contract IT jobs advertised in Bristol 76.71% 92.63% 82.71%
Number of daily rates quoted 532 337 392
10th Percentile £325 £252 £293
25th Percentile £450 £375 £406
Median daily rate (50th Percentile) £525 £475 £500
Median % change year-on-year +10.53% -5.00% -4.76%
75th Percentile £600 £590 £590
90th Percentile £675 £741 £712
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -4.55%
Number of hourly rates quoted 270 151 138
10th Percentile £21.32 £12.82 £48.00
25th Percentile £46.25 £18.87 £64.06
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 £70.00 £77.50
South West median hourly rate £62.00 £25.15 £67.50
% change year-on-year +146.52% -62.74% +7.57%

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 25 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 25 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 2 (4.00%) Apache Airflow
2 1 (2.00%) Apache
2 1 (2.00%) Apache Spark
2 1 (2.00%) Oracle Coherence
Applications
1 1 (2.00%) Microsoft Excel
1 1 (2.00%) Microsoft Office
1 1 (2.00%) Microsoft PowerPoint
1 1 (2.00%) MS Visio
1 1 (2.00%) Spreadsheet
Cloud Services
1 14 (28.00%) dbt
1 14 (28.00%) GCP
2 13 (26.00%) Azure
3 11 (22.00%) Power Platform
4 10 (20.00%) AWS
5 7 (14.00%) Snowflake
6 6 (12.00%) Cloud Functions
7 5 (10.00%) Azure Data Factory
7 5 (10.00%) Cloud Composer
7 5 (10.00%) GitHub
7 5 (10.00%) Vertex AI
8 4 (8.00%) Cloud Run
9 3 (6.00%) Azure Databricks
9 3 (6.00%) Azure Synapse Analytics
9 3 (6.00%) OCI
10 2 (4.00%) GitHub Actions
10 2 (4.00%) IaaS
10 2 (4.00%) PaaS
10 2 (4.00%) Power Automate
10 2 (4.00%) Serverless
Communications & Networking
1 1 (2.00%) BGP
1 1 (2.00%) Ethernet VPN
1 1 (2.00%) NX-OS
1 1 (2.00%) VXLAN
Database & Business Intelligence
1 11 (22.00%) Power BI
2 8 (16.00%) Data Warehouse
2 8 (16.00%) Metadata
3 7 (14.00%) BigQuery
4 6 (12.00%) Tableau
5 5 (10.00%) Looker
6 3 (6.00%) Data Vault
6 3 (6.00%) Oracle Database
7 2 (4.00%) Data Lake
7 2 (4.00%) Relational Database
7 2 (4.00%) Semantic Layer
7 2 (4.00%) SQLite
8 1 (2.00%) Delta Lake
8 1 (2.00%) Enterprise Data Warehouse
8 1 (2.00%) MongoDB
8 1 (2.00%) MySQL
8 1 (2.00%) SQL Server Reporting Services
Development Applications
1 3 (6.00%) Git
2 2 (4.00%) GitLab
3 1 (2.00%) JIRA
3 1 (2.00%) Rational Rhapsody
General
1 15 (30.00%) Social Skills
2 8 (16.00%) Public Sector
3 5 (10.00%) Finance
4 4 (8.00%) Analytical Skills
5 3 (6.00%) Military
6 2 (4.00%) Documentation Skills
6 2 (4.00%) Local Government
6 2 (4.00%) Marketing
7 1 (2.00%) Aerospace
7 1 (2.00%) Organisational Skills
Job Titles
1 19 (38.00%) Data Engineer
2 17 (34.00%) Architect
3 8 (16.00%) Senior
4 7 (14.00%) GCP Architect
5 6 (12.00%) Developer
5 6 (12.00%) GCP Data Engineer
5 6 (12.00%) GCP Engineer
6 5 (10.00%) AWS Data Engineer
6 5 (10.00%) AWS Engineer
6 5 (10.00%) Data Architect
6 5 (10.00%) Senior Data Engineer
7 4 (8.00%) BigQuery Architect
7 4 (8.00%) Snowflake Data Engineer
7 4 (8.00%) Snowflake Engineer
7 4 (8.00%) Solutions Architect
8 3 (6.00%) Analyst
8 3 (6.00%) Azure Architect
8 3 (6.00%) Python Developer
9 2 (4.00%) Cloud Architect
9 2 (4.00%) Cloud Infrastructure Architect
Libraries, Frameworks & Software Standards
1 8 (16.00%) Terraform
2 3 (6.00%) FastAPI
2 3 (6.00%) REST
3 2 (4.00%) Node.js
3 2 (4.00%) pydantic
3 2 (4.00%) Spring Boot
3 2 (4.00%) Swagger
4 1 (2.00%) JSON
4 1 (2.00%) Kafka
4 1 (2.00%) OAuth
4 1 (2.00%) OAuth2
4 1 (2.00%) Oracle Fusion
4 1 (2.00%) Pandas
4 1 (2.00%) PySpark
4 1 (2.00%) React
4 1 (2.00%) SAML
4 1 (2.00%) SOAP
4 1 (2.00%) Web Services
4 1 (2.00%) WSDL
4 1 (2.00%) YAML
Miscellaneous
1 10 (20.00%) Cloud Native
2 3 (6.00%) Product Ownership
3 2 (4.00%) Clustering
3 2 (4.00%) Data Protection Act
3 2 (4.00%) Management Information System
3 2 (4.00%) Reference Data
3 2 (4.00%) Replication
4 1 (2.00%) Analytical Mindset
4 1 (2.00%) Data Centre
4 1 (2.00%) Learning Management System
4 1 (2.00%) Mobile App
4 1 (2.00%) Taxonomies
Operating Systems
1 1 (2.00%) Windows
Processes & Methodologies
1 25 (50.00%) Data Engineering
2 18 (36.00%) Analytics
3 17 (34.00%) DevOps
4 16 (32.00%) Data Architecture
5 15 (30.00%) AI
5 15 (30.00%) ETL
6 14 (28.00%) Agile
7 13 (26.00%) Validation
8 12 (24.00%) Business Intelligence
9 11 (22.00%) CI/CD
9 11 (22.00%) Data Pipeline
10 10 (20.00%) Data Governance
11 9 (18.00%) Data Integration
11 9 (18.00%) Decision-Making
11 9 (18.00%) Stakeholder Engagement
12 8 (16.00%) Migration
13 7 (14.00%) Infrastructure as Code
13 7 (14.00%) Roadmaps
13 7 (14.00%) Stakeholder Management
13 7 (14.00%) Technical Leadership
Programming Languages
1 28 (56.00%) SQL
2 20 (40.00%) Python
3 2 (4.00%) Java
4 1 (2.00%) Data Analysis Expressions
4 1 (2.00%) JavaScript
4 1 (2.00%) LookML
Qualifications
1 9 (18.00%) SC Cleared
1 9 (18.00%) Security Cleared
2 4 (8.00%) Degree
3 2 (4.00%) TOGAF Certification
4 1 (2.00%) Chartered Engineer
4 1 (2.00%) Master's Degree
Quality Assurance & Compliance
1 10 (20.00%) Data Quality
2 6 (12.00%) QA
3 2 (4.00%) GDPR
4 1 (2.00%) ISO/IEC 15288
4 1 (2.00%) ISO/IEC 27001
System Software
1 1 (2.00%) Docker
Systems Management
1 2 (4.00%) Argo
1 2 (4.00%) Kubernetes
2 1 (2.00%) Ansible
2 1 (2.00%) Single Sign-On
Vendors
1 12 (24.00%) Google
2 8 (16.00%) Microsoft
3 7 (14.00%) Databricks
4 4 (8.00%) Oracle
5 2 (4.00%) BiZZdesign
5 2 (4.00%) IBM
5 2 (4.00%) Red Hat
6 1 (2.00%) Cisco
6 1 (2.00%) Domo
6 1 (2.00%) Informatica
6 1 (2.00%) SAP
6 1 (2.00%) ServiceNow
6 1 (2.00%) webMethods