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 3 August 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 23 39 48
Rank change year-on-year +16 +9 -7
Contract jobs citing Data Modelling 169 102 87
As % of all contract jobs in the City of London 7.05% 5.40% 4.24%
As % of the Processes & Methodologies category 8.09% 5.74% 4.64%
Number of daily rates quoted 123 64 67
10th Percentile £427 £374 £425
25th Percentile £484 £475 £478
Median daily rate (50th Percentile) £575 £588 £575
Median % change year-on-year -2.13% +2.17% -11.54%
75th Percentile £713 £691 £675
90th Percentile £775 £734 £755
Central London median daily rate £550 £575 £585
% change year-on-year -4.35% -1.71% -10.00%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £41.00 - -
Median hourly rate £42.00 - -
75th Percentile £43.00 - -
90th Percentile - - -
Central London median hourly rate £42.00 £29.07 -
% change year-on-year +44.48% - -

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 2,090 1,776 1,877
As % of all contract IT jobs advertised in the City of London 87.19% 94.02% 91.52%
Number of daily rates quoted 1,414 1,161 1,281
10th Percentile £368 £331 £375
25th Percentile £455 £425 £463
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -4.17%
75th Percentile £675 £675 £688
90th Percentile £775 £775 £792
Central London median daily rate £550 £550 £575
% change year-on-year - -4.35% -4.17%
Number of hourly rates quoted 29 22 16
10th Percentile £17.60 £17.57 £17.25
25th Percentile £18.75 £24.66 £20.43
Median hourly rate £19.50 £29.75 £27.00
Median % change year-on-year -34.45% +10.19% -13.60%
75th Percentile £41.25 £54.75 £82.19
90th Percentile £60.78 £63.75 £137.50
Central London median hourly rate £23.16 £31.00 £27.00
% change year-on-year -25.29% +14.81% -22.86%

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 3 August 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 13 (7.69%) Apache Airflow
2 8 (4.73%) Apache
2 8 (4.73%) Apache Spark
3 6 (3.55%) SharePoint
4 4 (2.37%) Confluence
5 1 (0.59%) Anypoint
5 1 (0.59%) Appian
5 1 (0.59%) CMS
5 1 (0.59%) Jupyter
5 1 (0.59%) Oracle Workflow
Applications
1 7 (4.14%) Microsoft Excel
2 2 (1.18%) MS Visio
3 1 (0.59%) Microsoft PowerPoint
Business Applications
1 6 (3.55%) Oracle EBS
2 5 (2.96%) BambooHR
3 3 (1.78%) Aladdin
4 2 (1.18%) Oracle Payables
4 2 (1.18%) Oracle Receivables
4 2 (1.18%) SAP MDG
4 2 (1.18%) SAP S/4HANA
5 1 (0.59%) Actimize
5 1 (0.59%) Dynamics CRM
5 1 (0.59%) Maximo
5 1 (0.59%) Oracle Assets
5 1 (0.59%) Oracle E-Business Tax
5 1 (0.59%) Oracle FAH
5 1 (0.59%) Oracle Financials
5 1 (0.59%) Oracle General Ledger
5 1 (0.59%) Oracle Internet Expenses
5 1 (0.59%) Oracle iProcurement
5 1 (0.59%) Oracle Procure-to-Pay
5 1 (0.59%) SAP ERP
5 1 (0.59%) Workday HCM
Cloud Services
1 60 (35.50%) Azure
2 52 (30.77%) Power Platform
3 36 (21.30%) AWS
4 27 (15.98%) Snowflake
5 25 (14.79%) Azure Data Factory
6 18 (10.65%) Azure DevOps
7 15 (8.88%) GitHub
8 14 (8.28%) dbt
9 12 (7.10%) Azure Synapse Analytics
9 12 (7.10%) GCP
10 11 (6.51%) Serverless
11 9 (5.33%) Amazon S3
12 8 (4.73%) GitHub Actions
13 7 (4.14%) AWS Lambda
13 7 (4.14%) Prefect
14 6 (3.55%) Amazon Kinesis
14 6 (3.55%) PaaS
14 6 (3.55%) Power Automate
14 6 (3.55%) PowerApps
15 5 (2.96%) Dagster
Communications & Networking
1 1 (0.59%) FTP
1 1 (0.59%) SNMP
1 1 (0.59%) SSL
Database & Business Intelligence
1 47 (27.81%) Power BI
2 35 (20.71%) Data Warehouse
3 19 (11.24%) Metadata
4 13 (7.69%) Tableau
5 12 (7.10%) Data Lake
6 11 (6.51%) BigQuery
7 10 (5.92%) Amazon Redshift
7 10 (5.92%) Looker
8 9 (5.33%) SQL Server
9 8 (4.73%) Semantic Layer
9 8 (4.73%) Snowflake Schema
10 6 (3.55%) Amazon Athena
10 6 (3.55%) Amazon RDS
10 6 (3.55%) Azure SQL Database
10 6 (3.55%) Star Schema
11 5 (2.96%) Oracle Database
12 4 (2.37%) Enterprise Data Warehouse
12 4 (2.37%) Mixpanel
12 4 (2.37%) NoSQL
12 4 (2.37%) Relational Database
Development Applications
1 13 (7.69%) Git
2 7 (4.14%) GitLab
3 6 (3.55%) JIRA
4 4 (2.37%) Bitbucket
5 2 (1.18%) ER Studio
5 2 (1.18%) ERwin
5 2 (1.18%) Jenkins
6 1 (0.59%) Atlassian Bamboo
6 1 (0.59%) JDeveloper
6 1 (0.59%) JMeter
6 1 (0.59%) JUnit
6 1 (0.59%) Mockito
6 1 (0.59%) Oracle Forms
6 1 (0.59%) SQL Server Management Studio (SSMS)
General
1 79 (46.75%) Finance
2 47 (27.81%) Social Skills
3 43 (25.44%) Analytical Skills
4 30 (17.75%) Banking
5 13 (7.69%) Public Sector
6 8 (4.73%) Influencing Skills
7 7 (4.14%) Legal
7 7 (4.14%) Retail
8 5 (2.96%) Telecoms
9 4 (2.37%) Financial Institution
9 4 (2.37%) Marketing
10 3 (1.78%) Back Office
10 3 (1.78%) Documentation Skills
10 3 (1.78%) Front Office
10 3 (1.78%) Investment Banking
10 3 (1.78%) Law
10 3 (1.78%) Military
10 3 (1.78%) Pharmaceutical
11 2 (1.18%) Publishing
12 1 (0.59%) Billing
Job Titles
1 42 (24.85%) Architect
2 39 (23.08%) Analyst
3 37 (21.89%) Data Engineer
4 24 (14.20%) Data Analyst
5 23 (13.61%) Data Architect
6 20 (11.83%) Developer
7 19 (11.24%) Senior
8 12 (7.10%) Business Analyst
9 10 (5.92%) Lead
10 8 (4.73%) Technical Architect
11 7 (4.14%) Data Business Analyst
11 7 (4.14%) Data Modeller
11 7 (4.14%) Senior Developer
12 6 (3.55%) Lead Data Engineer
12 6 (3.55%) Snowflake Data Engineer
12 6 (3.55%) Snowflake Engineer
13 5 (2.96%) Business Intelligence Developer
13 5 (2.96%) Financial Analyst
13 5 (2.96%) Systems Analyst
14 4 (2.37%) Data Consultant
Libraries, Frameworks & Software Standards
1 18 (10.65%) PySpark
2 9 (5.33%) Kafka
3 8 (4.73%) REST
4 6 (3.55%) JSON
4 6 (3.55%) Middleware
4 6 (3.55%) React
4 6 (3.55%) RESTful
5 5 (2.96%) RabbitMQ
5 5 (2.96%) SOAP
5 5 (2.96%) XML
6 3 (1.78%) .NET
6 3 (1.78%) ActiveMQ
6 3 (1.78%) Node.js
7 2 (1.18%) .NET Core
7 2 (1.18%) Matplotlib
7 2 (1.18%) OAuth
7 2 (1.18%) OAuth2
7 2 (1.18%) Pandas
7 2 (1.18%) pytest
7 2 (1.18%) scikit-learn
Miscellaneous
1 26 (15.38%) Cloud Native
2 18 (10.65%) Data Structures
3 12 (7.10%) Legacy Systems
4 10 (5.92%) Distributed Systems
5 8 (4.73%) Product Ownership
6 6 (3.55%) Onboarding
7 5 (2.96%) CMDB
7 5 (2.96%) Management Information System
8 4 (2.37%) Reference Data
9 3 (1.78%) Clustering
9 3 (1.78%) Reinsurance
10 2 (1.18%) AI Agents
10 2 (1.18%) Analytical Mindset
10 2 (1.18%) Derivative
10 2 (1.18%) Enterprise Software
10 2 (1.18%) FMCG
10 2 (1.18%) Foreign Exchange (FX)
10 2 (1.18%) IoT
10 2 (1.18%) Learning Management System
10 2 (1.18%) Self-Motivation
Operating Systems
1 2 (1.18%) Unix
2 1 (0.59%) Linux
2 1 (0.59%) Windows
Processes & Methodologies
1 82 (48.52%) Analytics
2 63 (37.28%) Business Intelligence
3 44 (26.04%) Data Pipeline
4 43 (25.44%) Data Governance
4 43 (25.44%) ETL
5 40 (23.67%) Data Engineering
6 39 (23.08%) CI/CD
6 39 (23.08%) Data Architecture
7 34 (20.12%) Agile
8 33 (19.53%) DevOps
9 30 (17.75%) Decision-Making
10 29 (17.16%) AI
11 28 (16.57%) Migration
11 28 (16.57%) Validation
12 27 (15.98%) Stakeholder Engagement
13 25 (14.79%) Integration Patterns
14 24 (14.20%) Stakeholder Management
15 23 (13.61%) Event-Driven
16 20 (11.83%) Logical Data Model
17 18 (10.65%) Performance Optimisation
Programming Languages
1 86 (50.89%) SQL
2 62 (36.69%) Python
3 12 (7.10%) Data Analysis Expressions
4 10 (5.92%) Java
5 8 (4.73%) C#
6 6 (3.55%) JavaScript
7 5 (2.96%) Ruby
8 4 (2.37%) R
8 4 (2.37%) TypeScript
9 3 (1.78%) PowerShell
9 3 (1.78%) T-SQL
10 2 (1.18%) Apex Code
11 1 (0.59%) Korn
11 1 (0.59%) LookML
11 1 (0.59%) Perl
11 1 (0.59%) PL/SQL
11 1 (0.59%) Scala
11 1 (0.59%) Shell Script
11 1 (0.59%) SOQL
11 1 (0.59%) SOSL
Qualifications
1 28 (16.57%) Security Cleared
2 21 (12.43%) SC Cleared
3 6 (3.55%) DBS Check
4 4 (2.37%) Degree
5 3 (1.78%) BPSS Clearance
5 3 (1.78%) TOGAF Certification
6 2 (1.18%) AWS Certification
6 2 (1.18%) SnowPro
7 1 (0.59%) AWS Certified Cloud Practitioner
7 1 (0.59%) Azure Certification
7 1 (0.59%) CBAP
7 1 (0.59%) Computer Science Degree
7 1 (0.59%) CSPO
7 1 (0.59%) CTC Cleared
7 1 (0.59%) Microsoft Certification
7 1 (0.59%) PMI Certification
Quality Assurance & Compliance
1 57 (33.73%) Data Quality
2 13 (7.69%) GDPR
3 11 (6.51%) QA
4 9 (5.33%) Accessibility
5 2 (1.18%) GRC
5 2 (1.18%) Solvency II
6 1 (0.59%) Basel III
6 1 (0.59%) Cyber Essentials
6 1 (0.59%) GxP
6 1 (0.59%) IFRS
6 1 (0.59%) IFRS 9
6 1 (0.59%) ISO/IEC 27001
6 1 (0.59%) Sarbanes-Oxley
System Software
1 2 (1.18%) Docker
2 1 (0.59%) Active Directory
Systems Management
1 5 (2.96%) Terraform
2 1 (0.59%) Grafana
2 1 (0.59%) Kubernetes
2 1 (0.59%) Prometheus
2 1 (0.59%) Single Sign-On
Vendors
1 42 (24.85%) Microsoft
2 35 (20.71%) Databricks
3 18 (10.65%) Oracle
4 11 (6.51%) SAP
5 10 (5.92%) ServiceNow
6 9 (5.33%) Salesforce
7 7 (4.14%) Informatica
8 6 (3.55%) Google
8 6 (3.55%) Workday
9 5 (2.96%) MuleSoft
10 4 (2.37%) Amplitude
11 2 (1.18%) Alteryx
11 2 (1.18%) IBM
11 2 (1.18%) OneTrust
12 1 (0.59%) Bloomberg
12 1 (0.59%) Murex
12 1 (0.59%) Palantir
12 1 (0.59%) Pega
12 1 (0.59%) Planview
12 1 (0.59%) SolarWinds