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

6 months to
7 Oct 2026
Same period 2025 Same period 2024
Rank 37 51 54
Rank change year-on-year +14 +3 0
Contract jobs citing Data Modelling 51 16 16
As % of all contract jobs in Bristol 3.76% 2.19% 1.80%
As % of the Processes & Methodologies category 4.86% 2.38% 2.17%
Number of daily rates quoted 36 10 10
10th Percentile £413 £310 £448
25th Percentile £468 £388 £450
Median daily rate (50th Percentile) £515 £463 £513
Median % change year-on-year +11.35% -9.76% -21.15%
75th Percentile £675 £534 £606
90th Percentile £699 £541 £616
South West median daily rate £503 £500 £525
% change year-on-year +0.50% -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 £48.75 £80.00 £30.00
% change year-on-year -39.06% +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 1,050 671 738
As % of all contract IT jobs advertised in Bristol 77.43% 92.04% 83.01%
Number of daily rates quoted 537 329 387
10th Percentile £329 £250 £266
25th Percentile £450 £375 £400
Median daily rate (50th Percentile) £525 £475 £488
Median % change year-on-year +10.53% -2.56% -7.14%
75th Percentile £600 £600 £590
90th Percentile £688 £746 £725
South West median daily rate £530 £505 £525
% change year-on-year +4.95% -3.81% -4.55%
Number of hourly rates quoted 267 149 136
10th Percentile £20.50 £12.82 £45.88
25th Percentile £46.25 £18.87 £63.44
Median hourly rate £65.00 £32.50 £70.00
Median % change year-on-year +100.00% -53.57% +7.69%
75th Percentile £69.38 £65.00 £72.50
90th Percentile £72.54 £69.00 £77.50
South West median hourly rate £62.13 £25.15 £67.50
% change year-on-year +147.02% -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 7 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 7 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 (3.92%) Apache
1 2 (3.92%) Apache Airflow
1 2 (3.92%) Apache Spark
2 1 (1.96%) Oracle Coherence
Applications
1 1 (1.96%) Microsoft Office
1 1 (1.96%) Microsoft PowerPoint
1 1 (1.96%) MS Visio
1 1 (1.96%) Spreadsheet
Business Applications
1 1 (1.96%) Integrated Workplace Management System
Cloud Services
1 16 (31.37%) dbt
1 16 (31.37%) GCP
2 11 (21.57%) Power Platform
3 10 (19.61%) AWS
4 9 (17.65%) Azure
5 8 (15.69%) Snowflake
6 6 (11.76%) Cloud Functions
7 5 (9.80%) Cloud Composer
7 5 (9.80%) GitHub
7 5 (9.80%) Vertex AI
8 4 (7.84%) Azure Data Factory
8 4 (7.84%) Cloud Run
9 3 (5.88%) Azure Synapse Analytics
9 3 (5.88%) OCI
10 2 (3.92%) Azure Databricks
10 2 (3.92%) GitHub Actions
10 2 (3.92%) OpenShift
10 2 (3.92%) Power Automate
11 1 (1.96%) Google Workspace
11 1 (1.96%) SaaS
Communications & Networking
1 1 (1.96%) BGP
1 1 (1.96%) Ethernet VPN
1 1 (1.96%) NX-OS
1 1 (1.96%) VXLAN
Database & Business Intelligence
1 11 (21.57%) Power BI
2 8 (15.69%) Metadata
3 7 (13.73%) BigQuery
3 7 (13.73%) Data Warehouse
4 5 (9.80%) Looker
4 5 (9.80%) Tableau
5 3 (5.88%) Oracle Database
6 2 (3.92%) Data Vault
6 2 (3.92%) Relational Database
6 2 (3.92%) SQLite
7 1 (1.96%) Big Data
7 1 (1.96%) Data Lake
7 1 (1.96%) Hadoop
7 1 (1.96%) MongoDB
7 1 (1.96%) MySQL
7 1 (1.96%) Parquet
7 1 (1.96%) Semantic Layer
Development Applications
1 3 (5.88%) GitLab
2 2 (3.92%) Git
3 1 (1.96%) JIRA
General
1 13 (25.49%) Social Skills
2 8 (15.69%) Public Sector
3 4 (7.84%) Analytical Skills
3 4 (7.84%) Finance
4 3 (5.88%) Military
5 2 (3.92%) Documentation Skills
5 2 (3.92%) Local Government
5 2 (3.92%) Marketing
6 1 (1.96%) Aerospace
6 1 (1.96%) Organisational Skills
Job Titles
1 22 (43.14%) Data Engineer
2 14 (27.45%) Architect
3 9 (17.65%) Senior
4 8 (15.69%) GCP Data Engineer
4 8 (15.69%) GCP Engineer
5 7 (13.73%) GCP Architect
6 6 (11.76%) AWS Data Engineer
6 6 (11.76%) AWS Engineer
6 6 (11.76%) Developer
6 6 (11.76%) Senior Data Engineer
7 5 (9.80%) Data Architect
7 5 (9.80%) Snowflake Data Engineer
7 5 (9.80%) Snowflake Engineer
8 4 (7.84%) BigQuery Architect
9 3 (5.88%) Analyst
9 3 (5.88%) Python Developer
10 2 (3.92%) Infrastructure Architect
10 2 (3.92%) Microsoft Engineer
10 2 (3.92%) Oracle Architect
10 2 (3.92%) Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (17.65%) Terraform
2 4 (7.84%) REST
3 3 (5.88%) FastAPI
4 2 (3.92%) Node.js
4 2 (3.92%) pydantic
4 2 (3.92%) Spring Boot
4 2 (3.92%) Swagger
5 1 (1.96%) Apache NiFi
5 1 (1.96%) JSON
5 1 (1.96%) Kafka
5 1 (1.96%) OAuth
5 1 (1.96%) OpenID
5 1 (1.96%) Oracle Fusion
5 1 (1.96%) RESTful
5 1 (1.96%) SAML
5 1 (1.96%) SOAP
5 1 (1.96%) SQLAlchemy
5 1 (1.96%) Web Services
5 1 (1.96%) WSDL
5 1 (1.96%) YAML
Miscellaneous
1 7 (13.73%) Cloud Native
2 3 (5.88%) Management Information System
2 3 (5.88%) Product Ownership
3 2 (3.92%) Clustering
3 2 (3.92%) Data Protection Act
3 2 (3.92%) Reference Data
3 2 (3.92%) Replication
4 1 (1.96%) Algorithms
4 1 (1.96%) Analytical Mindset
4 1 (1.96%) Data Centre
4 1 (1.96%) Learning Management System
4 1 (1.96%) Mobile App
4 1 (1.96%) Taxonomies
Operating Systems
1 1 (1.96%) Windows
Processes & Methodologies
1 27 (52.94%) Data Engineering
2 19 (37.25%) Analytics
3 18 (35.29%) AI
4 17 (33.33%) ETL
4 17 (33.33%) Validation
5 16 (31.37%) Data Architecture
5 16 (31.37%) DevOps
6 13 (25.49%) Data Pipeline
7 12 (23.53%) Agile
7 12 (23.53%) Business Intelligence
8 11 (21.57%) CI/CD
9 10 (19.61%) Data Governance
9 10 (19.61%) Data Integration
9 10 (19.61%) Stakeholder Engagement
10 9 (17.65%) Decision-Making
11 8 (15.69%) Data Development
11 8 (15.69%) Master Data Management
11 8 (15.69%) Migration
11 8 (15.69%) Technical Leadership
12 7 (13.73%) Stakeholder Management
Programming Languages
1 31 (60.78%) SQL
2 22 (43.14%) Python
3 2 (3.92%) Java
4 1 (1.96%) Data Analysis Expressions
4 1 (1.96%) JavaScript
4 1 (1.96%) LookML
Qualifications
1 7 (13.73%) Security Cleared
2 6 (11.76%) SC Cleared
3 5 (9.80%) Degree
4 1 (1.96%) BPSS Clearance
4 1 (1.96%) DV Cleared
4 1 (1.96%) Master's Degree
Quality Assurance & Compliance
1 10 (19.61%) Data Quality
2 7 (13.73%) QA
3 1 (1.96%) GDPR
3 1 (1.96%) ISO/IEC 27001
System Software
1 1 (1.96%) Docker
Systems Management
1 3 (5.88%) Kubernetes
2 2 (3.92%) Ansible
2 2 (3.92%) Argo
3 1 (1.96%) Single Sign-On
Vendors
1 14 (27.45%) Google
2 6 (11.76%) Microsoft
3 5 (9.80%) Databricks
4 4 (7.84%) Oracle
5 2 (3.92%) BiZZdesign
5 2 (3.92%) Red Hat
6 1 (1.96%) Cisco
6 1 (1.96%) IBM
6 1 (1.96%) Informatica
6 1 (1.96%) Planon
6 1 (1.96%) ServiceNow
6 1 (1.96%) webMethods