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 1 October 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 35 55 61
Rank change year-on-year +20 +6 -5
Contract jobs citing Data Modelling 52 15 17
As % of all contract jobs in Bristol 3.83% 2.05% 1.92%
As % of the Processes & Methodologies category 4.97% 2.21% 2.32%
Number of daily rates quoted 37 10 11
10th Percentile £413 £310 -
25th Percentile £470 £388 £450
Median daily rate (50th Percentile) £525 £463 £500
Median % change year-on-year +13.51% -7.50% -20.00%
75th Percentile £675 £534 £600
90th Percentile £697 £541 £613
South West median daily rate £500 £500 £525
% change year-on-year - -4.76% -16.00%
Number of hourly rates quoted 5 1 2
10th Percentile £23.77 - -
25th Percentile £26.95 - £25.26
Median hourly rate £40.00 £80.00 £27.13
Median % change year-on-year -50.00% +194.93% -
75th Percentile £58.75 - £28.99
90th Percentile £65.50 - -
South West median hourly rate £40.00 £80.00 £30.00
% change year-on-year -50.00% +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 1,046 679 733
As % of all contract IT jobs advertised in Bristol 77.03% 92.76% 82.92%
Number of daily rates quoted 529 338 386
10th Percentile £325 £250 £277
25th Percentile £450 £380 £400
Median daily rate (50th Percentile) £525 £475 £488
Median % change year-on-year +10.53% -2.56% -7.14%
75th Percentile £600 £600 £589
90th Percentile £678 £740 £716
South West median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -4.55%
Number of hourly rates quoted 272 148 134
10th Percentile £20.73 £12.82 £48.60
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% +8.00%

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 1 October 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 1 October 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 (3.85%) Apache
1 2 (3.85%) Apache Airflow
1 2 (3.85%) Apache Spark
2 1 (1.92%) Oracle Coherence
Applications
1 1 (1.92%) Microsoft Office
1 1 (1.92%) Microsoft PowerPoint
1 1 (1.92%) MS Visio
1 1 (1.92%) Spreadsheet
Business Applications
1 1 (1.92%) Integrated Workplace Management System
Cloud Services
1 16 (30.77%) dbt
2 15 (28.85%) GCP
3 11 (21.15%) Azure
3 11 (21.15%) Power Platform
4 10 (19.23%) AWS
5 8 (15.38%) Snowflake
6 6 (11.54%) Cloud Functions
7 5 (9.62%) Azure Data Factory
7 5 (9.62%) Cloud Composer
7 5 (9.62%) GitHub
7 5 (9.62%) Vertex AI
8 4 (7.69%) Cloud Run
9 3 (5.77%) Azure Databricks
9 3 (5.77%) Azure Synapse Analytics
9 3 (5.77%) OCI
10 2 (3.85%) GitHub Actions
10 2 (3.85%) OpenShift
10 2 (3.85%) Power Automate
11 1 (1.92%) Azure DevOps
11 1 (1.92%) Google Drive
Communications & Networking
1 1 (1.92%) BGP
1 1 (1.92%) Ethernet VPN
1 1 (1.92%) NX-OS
1 1 (1.92%) VXLAN
Database & Business Intelligence
1 11 (21.15%) Power BI
2 8 (15.38%) Data Warehouse
2 8 (15.38%) Metadata
3 7 (13.46%) BigQuery
4 5 (9.62%) Looker
4 5 (9.62%) Tableau
5 3 (5.77%) Data Vault
5 3 (5.77%) Oracle Database
6 2 (3.85%) Data Lake
6 2 (3.85%) Relational Database
6 2 (3.85%) SQLite
7 1 (1.92%) Big Data
7 1 (1.92%) Enterprise Data Warehouse
7 1 (1.92%) Hadoop
7 1 (1.92%) MongoDB
7 1 (1.92%) MySQL
7 1 (1.92%) Parquet
7 1 (1.92%) Semantic Layer
Development Applications
1 3 (5.77%) Git
1 3 (5.77%) GitLab
2 1 (1.92%) JIRA
General
1 14 (26.92%) Social Skills
2 8 (15.38%) Public Sector
3 5 (9.62%) Finance
4 4 (7.69%) Analytical Skills
5 3 (5.77%) Military
6 2 (3.85%) Documentation Skills
6 2 (3.85%) Local Government
6 2 (3.85%) Marketing
7 1 (1.92%) Aerospace
7 1 (1.92%) Organisational Skills
Job Titles
1 22 (42.31%) Data Engineer
2 15 (28.85%) Architect
3 9 (17.31%) Senior
4 7 (13.46%) GCP Architect
4 7 (13.46%) GCP Data Engineer
4 7 (13.46%) GCP Engineer
5 6 (11.54%) AWS Data Engineer
5 6 (11.54%) AWS Engineer
5 6 (11.54%) Developer
5 6 (11.54%) Senior Data Engineer
6 5 (9.62%) Data Architect
6 5 (9.62%) Snowflake Data Engineer
6 5 (9.62%) Snowflake Engineer
7 4 (7.69%) BigQuery Architect
8 3 (5.77%) Analyst
8 3 (5.77%) Python Developer
8 3 (5.77%) Solutions Architect
9 2 (3.85%) Cloud Architect
9 2 (3.85%) Infrastructure Architect
9 2 (3.85%) Oracle Architect
Libraries, Frameworks & Software Standards
1 9 (17.31%) Terraform
2 4 (7.69%) REST
3 3 (5.77%) FastAPI
4 2 (3.85%) Node.js
4 2 (3.85%) pydantic
4 2 (3.85%) Spring Boot
4 2 (3.85%) Swagger
5 1 (1.92%) Apache NiFi
5 1 (1.92%) JSON
5 1 (1.92%) OAuth
5 1 (1.92%) OpenID
5 1 (1.92%) Oracle Fusion
5 1 (1.92%) PySpark
5 1 (1.92%) RESTful
5 1 (1.92%) SAML
5 1 (1.92%) SOAP
5 1 (1.92%) SQLAlchemy
5 1 (1.92%) Web Services
5 1 (1.92%) WSDL
5 1 (1.92%) YAML
Miscellaneous
1 8 (15.38%) Cloud Native
2 3 (5.77%) Management Information System
2 3 (5.77%) Product Ownership
3 2 (3.85%) Clustering
3 2 (3.85%) Data Protection Act
3 2 (3.85%) Reference Data
3 2 (3.85%) Replication
4 1 (1.92%) Algorithms
4 1 (1.92%) Analytical Mindset
4 1 (1.92%) Data Centre
4 1 (1.92%) Learning Management System
4 1 (1.92%) Mobile App
4 1 (1.92%) Taxonomies
Operating Systems
1 1 (1.92%) Windows
Processes & Methodologies
1 27 (51.92%) Data Engineering
2 19 (36.54%) Analytics
3 18 (34.62%) DevOps
4 17 (32.69%) AI
4 17 (32.69%) Data Architecture
5 16 (30.77%) ETL
5 16 (30.77%) Validation
6 14 (26.92%) Agile
7 13 (25.00%) Data Pipeline
8 12 (23.08%) Business Intelligence
8 12 (23.08%) CI/CD
9 10 (19.23%) Data Governance
9 10 (19.23%) Data Integration
9 10 (19.23%) Stakeholder Engagement
10 9 (17.31%) Decision-Making
11 8 (15.38%) Migration
11 8 (15.38%) Technical Leadership
12 7 (13.46%) Data Validation
12 7 (13.46%) Infrastructure as Code
12 7 (13.46%) Stakeholder Management
Programming Languages
1 31 (59.62%) SQL
2 22 (42.31%) Python
3 2 (3.85%) Java
4 1 (1.92%) Data Analysis Expressions
4 1 (1.92%) JavaScript
4 1 (1.92%) LookML
Qualifications
1 8 (15.38%) Security Cleared
2 7 (13.46%) SC Cleared
3 5 (9.62%) Degree
4 1 (1.92%) BPSS Clearance
4 1 (1.92%) DV Cleared
4 1 (1.92%) Master's Degree
4 1 (1.92%) TOGAF Certification
Quality Assurance & Compliance
1 10 (19.23%) Data Quality
2 7 (13.46%) QA
3 2 (3.85%) GDPR
4 1 (1.92%) ISO/IEC 27001
System Software
1 1 (1.92%) Docker
Systems Management
1 3 (5.77%) Kubernetes
2 2 (3.85%) Ansible
2 2 (3.85%) Argo
3 1 (1.92%) Single Sign-On
Vendors
1 13 (25.00%) Google
2 7 (13.46%) Microsoft
3 6 (11.54%) Databricks
4 4 (7.69%) Oracle
5 2 (3.85%) BiZZdesign
5 2 (3.85%) Red Hat
6 1 (1.92%) Cisco
6 1 (1.92%) IBM
6 1 (1.92%) Informatica
6 1 (1.92%) Planon
6 1 (1.92%) ServiceNow
6 1 (1.92%) webMethods