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 17 May 2026, with comparisons to the same periods in the previous two years.

6 months to
17 May 2026
Same period 2025 Same period 2024
Rank 36 49 58
Rank change year-on-year +13 +9 +7
Contract jobs citing Data Modelling 45 15 18
As % of all contract jobs in Bristol 3.54% 2.61% 1.70%
As % of the Processes & Methodologies category 4.52% 2.82% 2.05%
Number of daily rates quoted 37 11 14
10th Percentile £398 £388 £415
25th Percentile £463 £450 £450
Median daily rate (50th Percentile) £505 £475 £550
Median % change year-on-year +6.32% -13.64% -18.25%
75th Percentile £575 £631 £631
90th Percentile £775 £715 £738
South West median daily rate £525 £500 £550
% change year-on-year +5.00% -9.09% -17.85%
Number of hourly rates quoted 1 1 0
Median hourly rate £79.00 £78.70 -
Median % change year-on-year +0.38% - -
South West median hourly rate £79.00 £78.70 -
% change year-on-year +0.38% - -

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 995 532 877
As % of all contract IT jobs advertised in Bristol 78.35% 92.52% 82.97%
Number of daily rates quoted 488 302 483
10th Percentile £325 £235 £251
25th Percentile £413 £363 £375
Median daily rate (50th Percentile) £500 £450 £500
Median % change year-on-year +11.11% -10.00% -4.76%
75th Percentile £575 £573 £600
90th Percentile £650 £650 £675
South West median daily rate £520 £515 £525
% change year-on-year +0.97% -1.90% -4.55%
Number of hourly rates quoted 272 83 195
10th Percentile £19.33 £18.51 £40.00
25th Percentile £55.38 £31.13 £45.00
Median hourly rate £65.00 £64.00 £67.25
Median % change year-on-year +1.56% -4.83% +10.70%
75th Percentile £67.63 £68.00 £72.50
90th Percentile £70.00 £69.75 £80.00
South West median hourly rate £57.50 £60.00 £55.00
% change year-on-year -4.17% +9.09% -8.33%

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 17 May 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 5 (11.11%) Apache Spark
2 4 (8.89%) Apache
2 4 (8.89%) Apache Airflow
2 4 (8.89%) SharePoint
Applications
1 2 (4.44%) Microsoft Excel
Cloud Services
1 20 (44.44%) Azure
2 15 (33.33%) Power Platform
3 11 (24.44%) Azure Data Factory
4 9 (20.00%) GCP
5 7 (15.56%) AWS
6 5 (11.11%) Azure Synapse Analytics
6 5 (11.11%) GitHub
7 3 (6.67%) PowerApps
7 3 (6.67%) Snowflake
8 2 (4.44%) AWS CloudFormation
8 2 (4.44%) dbt
8 2 (4.44%) IaaS
8 2 (4.44%) PaaS
8 2 (4.44%) Power Automate
8 2 (4.44%) SaaS
8 2 (4.44%) Serverless
9 1 (2.22%) Azure DevOps
9 1 (2.22%) Cloud Composer
9 1 (2.22%) GitHub Actions
9 1 (2.22%) Stackdriver
Database & Business Intelligence
1 12 (26.67%) Power BI
2 9 (20.00%) Data Warehouse
3 5 (11.11%) Delta Lake
4 2 (4.44%) Amazon Redshift
4 2 (4.44%) BigQuery
4 2 (4.44%) Looker
4 2 (4.44%) Metadata
4 2 (4.44%) Star Schema
5 1 (2.22%) Big Data
5 1 (2.22%) Data Lake
5 1 (2.22%) Data Vault
5 1 (2.22%) Elasticsearch
5 1 (2.22%) Enterprise Data Warehouse
5 1 (2.22%) Hadoop
5 1 (2.22%) MongoDB
5 1 (2.22%) Relational Database
5 1 (2.22%) Semantic Layer
5 1 (2.22%) SQL Server Reporting Services
5 1 (2.22%) Tableau
Development Applications
1 3 (6.67%) Git
2 1 (2.22%) GitLab
2 1 (2.22%) Jenkins
2 1 (2.22%) Rational Rhapsody
General
1 8 (17.78%) Social Skills
2 7 (15.56%) Analytical Skills
2 7 (15.56%) Public Sector
3 4 (8.89%) Finance
4 2 (4.44%) Aerospace
4 2 (4.44%) Documentation Skills
4 2 (4.44%) Marketing
5 1 (2.22%) Billing
Job Titles
1 23 (51.11%) Data Engineer
2 8 (17.78%) Architect
3 6 (13.33%) Analyst
4 4 (8.89%) Azure Data Engineer
4 4 (8.89%) Azure Engineer
4 4 (8.89%) Business Analyst
4 4 (8.89%) Solutions Architect
5 3 (6.67%) Data Architect
5 3 (6.67%) Developer
5 3 (6.67%) Principal Data Engineer
5 3 (6.67%) Principal Engineer
5 3 (6.67%) Senior
6 2 (4.44%) Azure Architect
6 2 (4.44%) Data Analyst
6 2 (4.44%) Data Manager
6 2 (4.44%) Data Migration Engineer
6 2 (4.44%) Migration Engineer
6 2 (4.44%) Power Platform Developer
6 2 (4.44%) SC Cleared Business Analyst
6 2 (4.44%) ServiceNow Architect
Libraries, Frameworks & Software Standards
1 5 (11.11%) Kafka
2 4 (8.89%) REST
3 3 (6.67%) PySpark
3 3 (6.67%) SOAP
4 1 (2.22%) Apache NiFi
4 1 (2.22%) CSS
4 1 (2.22%) Elastic Stack
4 1 (2.22%) HTML
4 1 (2.22%) Pandas
4 1 (2.22%) Spring
4 1 (2.22%) Spring Boot
Miscellaneous
1 7 (15.56%) Cloud Native
2 5 (11.11%) Product Ownership
3 3 (6.67%) Public Cloud
4 2 (4.44%) Analytical Mindset
4 2 (4.44%) CMDB
4 2 (4.44%) Data Structures
4 2 (4.44%) Distributed Computing
5 1 (2.22%) Algorithms
5 1 (2.22%) Client/Server
5 1 (2.22%) Management Information System
5 1 (2.22%) Replication
5 1 (2.22%) Virtual Team
Processes & Methodologies
1 25 (55.56%) Analytics
2 17 (37.78%) Data Engineering
2 17 (37.78%) Data Pipeline
3 16 (35.56%) Business Intelligence
4 15 (33.33%) Agile
5 13 (28.89%) ETL
6 10 (22.22%) Decision-Making
7 8 (17.78%) Data Governance
8 7 (15.56%) Continuous Improvement
8 7 (15.56%) Data Science
8 7 (15.56%) Data Transformation
8 7 (15.56%) DevOps
9 6 (13.33%) Data Architecture
9 6 (13.33%) Stakeholder Engagement
10 5 (11.11%) CI/CD
10 5 (11.11%) Migration
11 4 (8.89%) Data-Driven Decision Making
11 4 (8.89%) Infrastructure as Code
11 4 (8.89%) Roadmaps
11 4 (8.89%) Translating Business Requirements
Programming Languages
1 20 (44.44%) SQL
2 11 (24.44%) Python
3 2 (4.44%) Data Analysis Expressions
4 1 (2.22%) Java
4 1 (2.22%) JavaScript
Qualifications
1 16 (35.56%) Security Cleared
2 15 (33.33%) SC Cleared
3 3 (6.67%) Degree
4 2 (4.44%) Master's Degree
4 2 (4.44%) TOGAF Certification
5 1 (2.22%) Chartered Engineer
5 1 (2.22%) Computer Science Degree
Quality Assurance & Compliance
1 9 (20.00%) Data Quality
2 5 (11.11%) GDPR
3 3 (6.67%) ISO/IEC 27001
4 2 (4.44%) QA
5 1 (2.22%) Cyber Essentials
5 1 (2.22%) ISO/IEC 15288
System Software
1 2 (4.44%) Docker
Systems Management
1 4 (8.89%) Terraform
2 2 (4.44%) Ansible
2 2 (4.44%) Grafana
2 2 (4.44%) Kubernetes
2 2 (4.44%) Prometheus
3 1 (2.22%) Kibana
3 1 (2.22%) logstash
Vendors
1 16 (35.56%) Microsoft
2 7 (15.56%) Databricks
3 4 (8.89%) ServiceNow
4 2 (4.44%) Google
5 1 (2.22%) Amplitude
5 1 (2.22%) Braze
5 1 (2.22%) Dynatrace
5 1 (2.22%) IBM
5 1 (2.22%) SAP