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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 31 48 43
Rank change year-on-year +17 -5 +12
Contract jobs citing Data Modelling 135 74 100
As % of all contract jobs in the City of London 5.87% 4.21% 4.59%
As % of the Processes & Methodologies category 6.93% 4.51% 5.07%
Number of daily rates quoted 102 41 79
10th Percentile £370 £425 £423
25th Percentile £455 £470 £475
Median daily rate (50th Percentile) £564 £550 £575
Median % change year-on-year +2.55% -4.35% -6.12%
75th Percentile £675 £625 £680
90th Percentile £794 £713 £775
Central London median daily rate £575 £550 £575
% change year-on-year +4.55% -4.35% -4.17%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £46.75
Median hourly rate - - £48.50
75th Percentile - - £50.25
90th Percentile - - -
Central London median hourly rate - £29.07 £48.50
% change year-on-year - -40.06% -7.62%

All Process & 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 1,947 1,642 1,973
As % of all contract IT jobs advertised in the City of London 84.73% 93.45% 90.46%
Number of daily rates quoted 1,320 1,039 1,394
10th Percentile £363 £350 £352
25th Percentile £450 £460 £450
Median daily rate (50th Percentile) £550 £575 £566
Median % change year-on-year -4.35% +1.55% -5.63%
75th Percentile £675 £684 £688
90th Percentile £775 £775 £813
Central London median daily rate £550 £563 £550
% change year-on-year -2.22% +2.27% -8.33%
Number of hourly rates quoted 26 12 11
10th Percentile £17.99 £22.00 £19.92
25th Percentile £18.75 £24.00 £20.22
Median hourly rate £29.78 £29.58 £25.00
Median % change year-on-year +0.70% +18.30% -28.57%
75th Percentile £49.78 £45.00 £40.00
90th Percentile £59.72 £62.25 £41.84
Central London median hourly rate £26.56 £29.07 £27.81
% change year-on-year -8.65% +4.53% -20.54%

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 11 May 2026.

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 11 (8.15%) Apache Airflow
2 5 (3.70%) Confluence
3 2 (1.48%) Apache Spark
4 1 (0.74%) Anypoint
4 1 (0.74%) Apache
4 1 (0.74%) Appian
4 1 (0.74%) Jupyter
4 1 (0.74%) SharePoint
Applications
1 9 (6.67%) Microsoft Excel
2 5 (3.70%) MS Visio
3 3 (2.22%) Microsoft PowerPoint
Business Applications
1 5 (3.70%) BambooHR
1 5 (3.70%) Sparx Enterprise Architect
2 3 (2.22%) Aladdin
3 2 (1.48%) Dynamics CRM
3 2 (1.48%) Oracle EBS
4 1 (0.74%) Actimize
4 1 (0.74%) NetSuite
4 1 (0.74%) Oracle Payables
4 1 (0.74%) Oracle Procure-to-Pay
4 1 (0.74%) Oracle Receivables
4 1 (0.74%) SAP ERP
4 1 (0.74%) SAP S/4HANA
4 1 (0.74%) Workday HCM
Cloud Services
1 44 (32.59%) Power Platform
2 42 (31.11%) Azure
3 29 (21.48%) AWS
4 24 (17.78%) Snowflake
5 16 (11.85%) Azure Data Factory
6 13 (9.63%) dbt
7 11 (8.15%) GCP
8 8 (5.93%) Azure DevOps
9 7 (5.19%) Azure Synapse Analytics
9 7 (5.19%) Prefect
10 6 (4.44%) Amazon S3
10 6 (4.44%) GitHub
10 6 (4.44%) Serverless
11 5 (3.70%) Dagster
11 5 (3.70%) Power Automate
12 4 (2.96%) AWS Lambda
12 4 (2.96%) Microsoft 365
12 4 (2.96%) PaaS
13 3 (2.22%) PowerApps
13 3 (2.22%) SaaS
Communications & Networking
1 1 (0.74%) FTP
1 1 (0.74%) Hyperconnected
1 1 (0.74%) RTP
Database & Business Intelligence
1 39 (28.89%) Power BI
2 27 (20.00%) Data Warehouse
3 23 (17.04%) Metadata
4 13 (9.63%) Tableau
5 10 (7.41%) Snowflake Schema
6 9 (6.67%) Looker
7 8 (5.93%) Amazon Redshift
7 8 (5.93%) SQL Server
8 7 (5.19%) BigQuery
8 7 (5.19%) Data Lake
8 7 (5.19%) Relational Database
9 5 (3.70%) Metadata Repository
9 5 (3.70%) PostgreSQL
9 5 (3.70%) Semantic Layer
10 4 (2.96%) Azure SQL Database
10 4 (2.96%) Power Query
10 4 (2.96%) Star Schema
11 3 (2.22%) Enterprise Data Warehouse
11 3 (2.22%) Mixpanel
12 2 (1.48%) Amazon RDS
Development Applications
1 9 (6.67%) Git
2 7 (5.19%) JIRA
3 5 (3.70%) ERwin
4 2 (1.48%) ER Studio
4 2 (1.48%) GitLab
5 1 (0.74%) SQL Server Management Studio (SSMS)
General
1 68 (50.37%) Finance
2 32 (23.70%) Social Skills
3 30 (22.22%) Analytical Skills
4 20 (14.81%) Banking
5 10 (7.41%) Public Sector
6 7 (5.19%) Legal
7 6 (4.44%) Financial Institution
8 5 (3.70%) Inclusion and Diversity
8 5 (3.70%) Influencing Skills
9 4 (2.96%) Telecoms
10 3 (2.22%) Documentation Skills
10 3 (2.22%) Front Office
10 3 (2.22%) Marketing
10 3 (2.22%) Retail
11 2 (1.48%) Investment Banking
11 2 (1.48%) Law
11 2 (1.48%) Publishing
12 1 (0.74%) Back Office
12 1 (0.74%) Manufacturing
12 1 (0.74%) Military
Job Titles
1 31 (22.96%) Analyst
2 28 (20.74%) Data Engineer
3 26 (19.26%) Architect
4 17 (12.59%) Data Analyst
5 13 (9.63%) Developer
5 13 (9.63%) Senior
6 11 (8.15%) Business Analyst
6 11 (8.15%) Snowflake Data Engineer
6 11 (8.15%) Snowflake Engineer
7 10 (7.41%) Data Architect
8 8 (5.93%) Lead
9 7 (5.19%) Data Modeller
10 6 (4.44%) Consultant
11 5 (3.70%) Data Business Analyst
11 5 (3.70%) Technical Architect
12 4 (2.96%) Business Intelligence Developer
12 4 (2.96%) Power BI Developer
12 4 (2.96%) Senior Analyst
12 4 (2.96%) Senior Developer
12 4 (2.96%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (5.93%) PySpark
2 7 (5.19%) Kafka
3 6 (4.44%) JSON
4 5 (3.70%) React
4 5 (3.70%) REST
4 5 (3.70%) RESTful
5 4 (2.96%) .NET
5 4 (2.96%) XML
6 3 (2.22%) Pandas
7 2 (1.48%) .NET Core
7 2 (1.48%) GeoJSON
7 2 (1.48%) Matplotlib
7 2 (1.48%) Microsoft Graph
7 2 (1.48%) Middleware
7 2 (1.48%) Node.js
7 2 (1.48%) OAuth2
7 2 (1.48%) pytest
7 2 (1.48%) Redux
7 2 (1.48%) scikit-learn
7 2 (1.48%) SOAP
Miscellaneous
1 15 (11.11%) Cloud Native
2 10 (7.41%) Data Structures
3 9 (6.67%) Distributed Systems
4 6 (4.44%) Legacy Systems
5 5 (3.70%) Product Ownership
6 4 (2.96%) Clustering
6 4 (2.96%) Equities
6 4 (2.96%) Management Information System
6 4 (2.96%) Reference Data
7 3 (2.22%) Fixed Income
7 3 (2.22%) Onboarding
8 2 (1.48%) Analytical Mindset
8 2 (1.48%) CMDB
8 2 (1.48%) Derivative
8 2 (1.48%) Foreign Exchange (FX)
8 2 (1.48%) IoT
8 2 (1.48%) Reinsurance
8 2 (1.48%) Self-Motivation
9 1 (0.74%) Greenfield Project
9 1 (0.74%) Virtual Team
Operating Systems
1 2 (1.48%) Linux
2 1 (0.74%) Unix
Processes & Methodologies
1 56 (41.48%) Analytics
2 46 (34.07%) Business Intelligence
3 35 (25.93%) Data Pipeline
4 33 (24.44%) ETL
5 32 (23.70%) Data Governance
6 29 (21.48%) AI
6 29 (21.48%) Data Engineering
7 26 (19.26%) CI/CD
8 24 (17.78%) Agile
9 23 (17.04%) Validation
10 20 (14.81%) Decision-Making
10 20 (14.81%) Integration Patterns
10 20 (14.81%) Performance Tuning
10 20 (14.81%) Problem-Solving
11 19 (14.07%) Stakeholder Management
12 18 (13.33%) Use Case
13 17 (12.59%) Data Architecture
13 17 (12.59%) Visualisation
14 16 (11.85%) Event-Driven
15 15 (11.11%) Data Analysis
Programming Languages
1 62 (45.93%) SQL
2 48 (35.56%) Python
3 12 (8.89%) Data Analysis Expressions
4 8 (5.93%) Java
5 6 (4.44%) C#
6 4 (2.96%) JavaScript
6 4 (2.96%) R
7 3 (2.22%) Ruby
7 3 (2.22%) TypeScript
8 2 (1.48%) Apex Code
9 1 (0.74%) Korn
9 1 (0.74%) PL/SQL
9 1 (0.74%) PowerShell
9 1 (0.74%) Scala
9 1 (0.74%) SOQL
9 1 (0.74%) T-SQL
Qualifications
1 16 (11.85%) Security Cleared
2 12 (8.89%) SC Cleared
3 9 (6.67%) Degree
4 4 (2.96%) BPSS Clearance
5 3 (2.22%) Computer Science Degree
6 2 (1.48%) CBAP
6 2 (1.48%) DBS Check
6 2 (1.48%) DV Cleared
6 2 (1.48%) IIBA
6 2 (1.48%) PMI Certification
6 2 (1.48%) SnowPro
6 2 (1.48%) TOGAF Certification
7 1 (0.74%) ACCA
7 1 (0.74%) CFA
7 1 (0.74%) CTC Cleared
7 1 (0.74%) ISEB
7 1 (0.74%) PMP
Quality Assurance & Compliance
1 48 (35.56%) Data Quality
2 14 (10.37%) GDPR
3 8 (5.93%) QA
4 3 (2.22%) Accessibility
4 3 (2.22%) Solvency II
5 2 (1.48%) Basel III
6 1 (0.74%) Actionable Recommendations
6 1 (0.74%) Cyber Essentials
6 1 (0.74%) GxP
6 1 (0.74%) HIPAA
6 1 (0.74%) ISO/IEC 27001
System Software
1 2 (1.48%) Docker
2 1 (0.74%) Active Directory
Systems Management
1 2 (1.48%) Terraform
2 1 (0.74%) Kubernetes
2 1 (0.74%) Single Sign-On
Vendors
1 32 (23.70%) Microsoft
2 22 (16.30%) Databricks
3 12 (8.89%) Oracle
4 9 (6.67%) SAP
5 7 (5.19%) Informatica
5 7 (5.19%) ServiceNow
6 6 (4.44%) Google
6 6 (4.44%) Salesforce
6 6 (4.44%) Workday
7 5 (3.70%) Sparx
8 3 (2.22%) Amplitude
8 3 (2.22%) MuleSoft
9 2 (1.48%) SimCorp
9 2 (1.48%) Vermilion
10 1 (0.74%) Alteryx
10 1 (0.74%) IBM
10 1 (0.74%) Pega
10 1 (0.74%) Planview
10 1 (0.74%) Sage
10 1 (0.74%) Talend