Data Modelling Contract Job Trends in the City of London

Data Modelling
Central London > City of London

The table below provides summary statistics and contractor rates for jobs advertised in the City of London requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 27 November 2025, with comparisons to the same periods in the previous two years.

6 months to
27 Nov 2025
Same period 2024 Same period 2023
Rank 32 50 35
Rank change year-on-year +18 -15 +36
Contract jobs citing Data Modelling 112 88 141
As % of all contract jobs in the City of London 6.20% 4.06% 5.31%
As % of the Processes & Methodologies category 6.67% 4.44% 5.91%
Number of daily rates quoted 83 57 87
10th Percentile £328 £453 £413
25th Percentile £422 £500 £506
Median daily rate (50th Percentile) £525 £615 £650
Median % change year-on-year -14.63% -5.38% +13.04%
75th Percentile £638 £688 £710
90th Percentile £734 £775 £808
Central London median daily rate £525 £606 £650
% change year-on-year -13.40% -6.73% +14.44%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £32.50 - -
Median hourly rate £34.00 - -
75th Percentile £35.50 - -
90th Percentile - - -
Central London median hourly rate £34.00 - -

All Process and Methodology Skills
City of London

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 the City of London.

Contract vacancies with a requirement for process or methodology skills 1,678 1,983 2,384
As % of all contract IT jobs advertised in the City of London 92.91% 91.55% 89.73%
Number of daily rates quoted 1,179 1,212 1,686
10th Percentile £338 £375 £363
25th Percentile £417 £475 £463
Median daily rate (50th Percentile) £543 £575 £575
Median % change year-on-year -5.65% - -
75th Percentile £675 £688 £694
90th Percentile £756 £783 £813
Central London median daily rate £550 £575 £575
% change year-on-year -4.35% - -
Number of hourly rates quoted 18 17 13
10th Percentile £18.97 £16.70 -
25th Percentile £21.57 £22.00 £17.00
Median hourly rate £31.00 £42.50 £27.50
Median % change year-on-year -27.06% +54.55% -47.62%
75th Percentile £46.11 £112.00 £53.00
90th Percentile £63.75 £137.50 £72.75
Central London median hourly rate £27.75 £35.00 £26.75
% change year-on-year -20.71% +30.84% -48.06%

Data Modelling
Job Vacancy Trend in the City of London

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in the City of London.

Data Modelling job vacancy trend in the City of London

Data Modelling
Daily Rate Trend in the City of London

Contractor daily rate distribution trend for jobs in the City of London citing Data Modelling.

Contractor daily rate distribution trend for jobs in the City of London citing Data Modelling

Data Modelling
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Data Modelling in the City of London over the 6 months to 27 November 2025.

Daily rate histogram for Data Modelling in the City of London

Data Modelling
Hourly Rate Trend in the City of London

Contractor hourly rate distribution trend for jobs in the City of London citing Data Modelling.

Contractor hourly rate distribution trend for jobs in the City of London citing Data Modelling

Data Modelling
Co-Occurring Skills & Capabilities in the City of London 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 12 (10.71%) Apache Spark
2 9 (8.04%) Apache Airflow
3 7 (6.25%) Apache
4 2 (1.79%) Confluence
5 1 (0.89%) JBoss
5 1 (0.89%) Luigi
5 1 (0.89%) Oracle Workflow
5 1 (0.89%) SharePoint
Applications
1 14 (12.50%) Microsoft Excel
2 6 (5.36%) Microsoft PowerPoint
3 5 (4.46%) MS Visio
4 4 (3.57%) Microsoft Office
5 1 (0.89%) Microsoft Project
Business Applications
1 2 (1.79%) Dynamics CRM
1 2 (1.79%) HFM
1 2 (1.79%) SAP S/4HANA
2 1 (0.89%) Aladdin
2 1 (0.89%) Endur
2 1 (0.89%) Maximo
2 1 (0.89%) OpenLink RightAngle
2 1 (0.89%) Oracle Financials
2 1 (0.89%) Oracle Payables
2 1 (0.89%) Remedy ITSM
2 1 (0.89%) SAP MDG
2 1 (0.89%) Sparx Enterprise Architect
2 1 (0.89%) Temenos T24
2 1 (0.89%) Workday HCM
Cloud Services
1 34 (30.36%) Azure
2 31 (27.68%) Power Platform
3 27 (24.11%) AWS
4 17 (15.18%) Snowflake
5 12 (10.71%) dbt
6 11 (9.82%) GCP
7 10 (8.93%) Azure Synapse Analytics
8 9 (8.04%) Azure Data Factory
9 5 (4.46%) Amazon S3
9 5 (4.46%) GitHub
10 4 (3.57%) Azure DevOps
11 3 (2.68%) AWS Lambda
11 3 (2.68%) GitHub Actions
11 3 (2.68%) Serverless
12 2 (1.79%) Collibra
12 2 (1.79%) Dynamics 365
12 2 (1.79%) Microsoft 365
12 2 (1.79%) Microsoft Purview
12 2 (1.79%) Power Automate
12 2 (1.79%) PowerApps
Communications & Networking
1 1 (0.89%) Firewall
1 1 (0.89%) Hyperconnected
Database & Business Intelligence
1 31 (27.68%) Power BI
2 27 (24.11%) Data Warehouse
3 15 (13.39%) Data Lake
4 14 (12.50%) Metadata
5 9 (8.04%) Star Schema
6 8 (7.14%) Tableau
7 7 (6.25%) Snowflake Schema
8 6 (5.36%) Hadoop
8 6 (5.36%) Power Query
8 6 (5.36%) Relational Database
9 5 (4.46%) Data Vault
9 5 (4.46%) PostgreSQL
9 5 (4.46%) SQL Server
10 4 (3.57%) Azure SQL Database
10 4 (3.57%) Big Data
11 3 (2.68%) Amazon Redshift
11 3 (2.68%) Apache Hive
11 3 (2.68%) Delta Lake
11 3 (2.68%) Enterprise Data Warehouse
11 3 (2.68%) NoSQL
Development Applications
1 13 (11.61%) Git
2 4 (3.57%) ERwin
3 3 (2.68%) Jenkins
3 3 (2.68%) JIRA
4 1 (0.89%) Bitbucket
4 1 (0.89%) Postman
4 1 (0.89%) PowerDesigner
General
1 50 (44.64%) Finance
2 38 (33.93%) Social Skills
3 29 (25.89%) Analytical Skills
4 7 (6.25%) Banking
4 7 (6.25%) Influencing Skills
4 7 (6.25%) Presentation Skills
5 6 (5.36%) Organisational Skills
5 6 (5.36%) Public Sector
6 4 (3.57%) Back Office
6 4 (3.57%) Documentation Skills
7 3 (2.68%) Aviation
7 3 (2.68%) Front Office
7 3 (2.68%) Inclusion and Diversity
7 3 (2.68%) Investment Banking
7 3 (2.68%) Law
7 3 (2.68%) Legal
8 2 (1.79%) Retail
9 1 (0.89%) Financial Institution
9 1 (0.89%) Manufacturing
9 1 (0.89%) Publishing
Job Titles
1 26 (23.21%) Analyst
2 20 (17.86%) Data Engineer
3 17 (15.18%) Architect
4 14 (12.50%) Business Analyst
4 14 (12.50%) Senior
5 10 (8.93%) Data Architect
5 10 (8.93%) Data Modeller
6 9 (8.04%) Data Analyst
6 9 (8.04%) Developer
7 7 (6.25%) Consultant
8 6 (5.36%) Financial Analyst
9 5 (4.46%) Business Intelligence Developer
9 5 (4.46%) Senior Data Engineer
10 4 (3.57%) Data Scientist
10 4 (3.57%) Finance Business Analyst
10 4 (3.57%) Lead
10 4 (3.57%) Senior Analyst
11 3 (2.68%) Functional Consultant
11 3 (2.68%) Snowflake Architect
11 3 (2.68%) Technical Analyst
Libraries, Frameworks & Software Standards
1 6 (5.36%) CSS
1 6 (5.36%) HTML
2 5 (4.46%) Kafka
2 5 (4.46%) PySpark
3 4 (3.57%) JSON
3 4 (3.57%) REST
3 4 (3.57%) XML
4 3 (2.68%) .NET
4 3 (2.68%) Flask
4 3 (2.68%) Pandas
5 2 (1.79%) ADO
5 2 (1.79%) AngularJS
5 2 (1.79%) Lightning Web Components
5 2 (1.79%) Middleware
5 2 (1.79%) Node.js
5 2 (1.79%) Web Services
6 1 (0.89%) Entity Framework
6 1 (0.89%) jQuery
6 1 (0.89%) RESTful
6 1 (0.89%) ZK
Miscellaneous
1 14 (12.50%) Product Ownership
2 8 (7.14%) Cloud Native
3 6 (5.36%) Data Structures
3 6 (5.36%) Management Information System
4 4 (3.57%) CMDB
5 3 (2.68%) Distributed Computing
5 3 (2.68%) Reinsurance
5 3 (2.68%) Virtual Team
6 2 (1.79%) Algorithms
6 2 (1.79%) Hybrid Cloud
6 2 (1.79%) Pricing Data
6 2 (1.79%) Reference Data
6 2 (1.79%) Replication
6 2 (1.79%) Self-Motivation
7 1 (0.89%) Credit Risk
7 1 (0.89%) Enterprise Software
7 1 (0.89%) FMCG
7 1 (0.89%) NHS
7 1 (0.89%) Public Cloud
7 1 (0.89%) Taxonomies
Operating Systems
1 2 (1.79%) Linux
2 1 (0.89%) Unix
Processes & Methodologies
1 41 (36.61%) Analytics
2 37 (33.04%) Business Intelligence
3 30 (26.79%) Agile
4 25 (22.32%) ETL
4 25 (22.32%) Visualisation
5 23 (20.54%) Data Governance
5 23 (20.54%) Data Pipeline
6 21 (18.75%) Data Analysis
7 19 (16.96%) Data Integration
7 19 (16.96%) Decision-Making
7 19 (16.96%) Problem-Solving
8 18 (16.07%) Stakeholder Engagement
9 17 (15.18%) AI
10 16 (14.29%) CI/CD
10 16 (14.29%) Data Transformation
11 15 (13.39%) Data Architecture
11 15 (13.39%) Migration
11 15 (13.39%) User Stories
12 14 (12.50%) Scrum
13 13 (11.61%) Data Engineering
Programming Languages
1 55 (49.11%) SQL
2 35 (31.25%) Python
3 10 (8.93%) Data Analysis Expressions
4 9 (8.04%) JavaScript
5 6 (5.36%) Java
6 4 (3.57%) Scala
7 3 (2.68%) R
8 2 (1.79%) ABAP
8 2 (1.79%) Apex Code
8 2 (1.79%) C#
8 2 (1.79%) PL/SQL
8 2 (1.79%) T-SQL
8 2 (1.79%) VBA
9 1 (0.89%) C++
9 1 (0.89%) CodeQL
9 1 (0.89%) Go
9 1 (0.89%) LookML
9 1 (0.89%) PowerShell
9 1 (0.89%) Shell Script
9 1 (0.89%) TypeScript
Qualifications
1 14 (12.50%) Degree
2 12 (10.71%) Security Cleared
3 10 (8.93%) SC Cleared
4 3 (2.68%) CBAP
5 2 (1.79%) SnowPro
6 1 (0.89%) ACCA
6 1 (0.89%) AWS Certification
6 1 (0.89%) Azure Certification
6 1 (0.89%) BPSS Clearance
6 1 (0.89%) CFA
6 1 (0.89%) Computer Science Degree
6 1 (0.89%) DBS Check
6 1 (0.89%) IIBA
6 1 (0.89%) TOGAF Certification
Quality Assurance & Compliance
1 30 (26.79%) Data Quality
2 6 (5.36%) QA
3 5 (4.46%) GDPR
4 3 (2.68%) Solvency II
5 2 (1.79%) Actionable Recommendations
6 1 (0.89%) GRC
6 1 (0.89%) PMO
System Software
1 3 (2.68%) Docker
2 1 (0.89%) Active Directory
Systems Management
1 4 (3.57%) Kubernetes
1 4 (3.57%) Terraform
2 1 (0.89%) Ansible
Vendors
1 22 (19.64%) Microsoft
2 21 (18.75%) Databricks
3 7 (6.25%) Oracle
4 4 (3.57%) Salesforce
4 4 (3.57%) ServiceNow
5 3 (2.68%) Bloomberg
5 3 (2.68%) Cloudera
5 3 (2.68%) Google
5 3 (2.68%) Palantir
5 3 (2.68%) SAP
5 3 (2.68%) Tagetik
6 2 (1.79%) Dataiku
6 2 (1.79%) Foundry
6 2 (1.79%) Hyperion
6 2 (1.79%) MicroStrategy
6 2 (1.79%) Sparx
6 2 (1.79%) Workday
7 1 (0.89%) MuleSoft
7 1 (0.89%) Okta
7 1 (0.89%) Talend