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

6 months to
22 Aug 2026
Same period 2025 Same period 2024
Rank 25 35 47
Rank change year-on-year +10 +12 -5
Contract jobs citing Data Modelling 173 108 82
As % of all contract jobs in the City of London 7.39% 5.91% 3.98%
As % of the Processes & Methodologies category 8.41% 6.28% 4.33%
Number of daily rates quoted 127 68 59
10th Percentile £420 £360 £428
25th Percentile £459 £455 £475
Median daily rate (50th Percentile) £575 £600 £575
Median % change year-on-year -4.17% +4.35% -7.07%
75th Percentile £724 £700 £675
90th Percentile £775 £741 £740
Central London median daily rate £550 £600 £585
% change year-on-year -8.33% +2.56% -4.49%
Number of hourly rates quoted 1 1 0
10th Percentile - - -
25th Percentile £41.00 £32.50 -
Median hourly rate £42.00 £34.00 -
Median % change year-on-year +23.53% - -
75th Percentile £43.00 £35.50 -
90th Percentile - - -
Central London median hourly rate £42.00 £34.00 -
% change year-on-year +23.53% - -

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 2,056 1,721 1,895
As % of all contract IT jobs advertised in the City of London 87.79% 94.20% 91.95%
Number of daily rates quoted 1,410 1,130 1,260
10th Percentile £380 £325 £375
25th Percentile £456 £424 £475
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 £788
Central London median daily rate £550 £550 £575
% change year-on-year - -4.35% -3.36%
Number of hourly rates quoted 25 23 16
10th Percentile - £17.62 £15.00
25th Percentile £17.60 £24.21 £19.79
Median hourly rate £19.50 £28.15 £26.63
Median % change year-on-year -30.73% +5.73% +6.50%
75th Percentile £33.10 £50.25 £82.19
90th Percentile £60.00 £63.75 £137.50
Central London median hourly rate £23.16 £28.79 £26.78
% change year-on-year -19.54% +7.49% -14.30%

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 22 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 14 (8.09%) Apache Airflow
2 8 (4.62%) Apache Spark
3 7 (4.05%) Apache
3 7 (4.05%) SharePoint
4 4 (2.31%) Confluence
5 1 (0.58%) Anypoint
5 1 (0.58%) Appian
5 1 (0.58%) CMS
5 1 (0.58%) Jupyter
5 1 (0.58%) Oracle Workflow
5 1 (0.58%) SAS
Applications
1 8 (4.62%) Microsoft Excel
2 1 (0.58%) Microsoft PowerPoint
2 1 (0.58%) MS Visio
Business Applications
1 6 (3.47%) Oracle EBS
2 5 (2.89%) BambooHR
3 2 (1.16%) Aladdin
3 2 (1.16%) Oracle Payables
3 2 (1.16%) Oracle Receivables
3 2 (1.16%) SAP MDG
3 2 (1.16%) SAP S/4HANA
4 1 (0.58%) Actimize
4 1 (0.58%) Dynamics CRM
4 1 (0.58%) Maximo
4 1 (0.58%) Oracle Assets
4 1 (0.58%) Oracle E-Business Tax
4 1 (0.58%) Oracle FAH
4 1 (0.58%) Oracle Financials
4 1 (0.58%) Oracle General Ledger
4 1 (0.58%) Oracle Internet Expenses
4 1 (0.58%) Oracle iProcurement
4 1 (0.58%) Oracle Procure-to-Pay
4 1 (0.58%) SAP ERP
4 1 (0.58%) Workday HCM
Cloud Services
1 61 (35.26%) Azure
2 48 (27.75%) Power Platform
3 38 (21.97%) AWS
4 25 (14.45%) Azure Data Factory
5 23 (13.29%) Azure DevOps
6 22 (12.72%) Snowflake
7 17 (9.83%) GitHub
8 16 (9.25%) dbt
9 15 (8.67%) Azure Synapse Analytics
10 13 (7.51%) Serverless
11 11 (6.36%) Amazon S3
11 11 (6.36%) GCP
12 9 (5.20%) GitHub Actions
13 8 (4.62%) AWS Lambda
14 7 (4.05%) Prefect
15 6 (3.47%) Amazon Kinesis
15 6 (3.47%) Dynamics 365
15 6 (3.47%) PaaS
15 6 (3.47%) Power Automate
15 6 (3.47%) PowerApps
Communications & Networking
1 2 (1.16%) SSL
2 1 (0.58%) FTP
2 1 (0.58%) SNMP
Database & Business Intelligence
1 46 (26.59%) Power BI
2 36 (20.81%) Data Warehouse
3 21 (12.14%) Metadata
4 14 (8.09%) Data Lake
5 11 (6.36%) Amazon Redshift
5 11 (6.36%) BigQuery
5 11 (6.36%) Tableau
6 10 (5.78%) SQL Server
7 9 (5.20%) Semantic Layer
8 8 (4.62%) Azure SQL Database
8 8 (4.62%) Star Schema
9 7 (4.05%) Amazon RDS
9 7 (4.05%) Looker
9 7 (4.05%) Snowflake Schema
10 6 (3.47%) Amazon Athena
10 6 (3.47%) Enterprise Data Warehouse
10 6 (3.47%) Relational Database
11 5 (2.89%) Delta Lake
11 5 (2.89%) Oracle Database
12 4 (2.31%) Power Query
Development Applications
1 12 (6.94%) Git
2 7 (4.05%) GitLab
3 6 (3.47%) JIRA
4 5 (2.89%) Bitbucket
5 2 (1.16%) Atlassian Bamboo
5 2 (1.16%) ER Studio
5 2 (1.16%) ERwin
5 2 (1.16%) Jenkins
6 1 (0.58%) JDeveloper
6 1 (0.58%) JMeter
6 1 (0.58%) JUnit
6 1 (0.58%) MLflow
6 1 (0.58%) Mockito
6 1 (0.58%) Oracle Forms
6 1 (0.58%) SQL Server Management Studio (SSMS)
General
1 77 (44.51%) Finance
2 43 (24.86%) Social Skills
3 39 (22.54%) Analytical Skills
4 34 (19.65%) Banking
5 15 (8.67%) Public Sector
6 8 (4.62%) Influencing Skills
6 8 (4.62%) Retail
7 7 (4.05%) Legal
8 5 (2.89%) Investment Banking
8 5 (2.89%) Telecoms
9 4 (2.31%) Financial Institution
9 4 (2.31%) Marketing
10 3 (1.73%) Back Office
10 3 (1.73%) Documentation Skills
10 3 (1.73%) Front Office
10 3 (1.73%) Inclusion and Diversity
10 3 (1.73%) Law
10 3 (1.73%) Military
10 3 (1.73%) Pharmaceutical
11 2 (1.16%) Billing
Job Titles
1 46 (26.59%) Architect
2 37 (21.39%) Analyst
3 34 (19.65%) Data Engineer
4 25 (14.45%) Data Analyst
5 24 (13.87%) Data Architect
6 21 (12.14%) Developer
7 20 (11.56%) Senior
8 11 (6.36%) Business Analyst
9 10 (5.78%) Lead
10 8 (4.62%) Technical Architect
11 7 (4.05%) Senior Developer
12 6 (3.47%) Data Business Analyst
12 6 (3.47%) Data Modeller
13 5 (2.89%) AWS Engineer
13 5 (2.89%) Business Intelligence Developer
13 5 (2.89%) Financial Analyst
13 5 (2.89%) Lead Data Engineer
13 5 (2.89%) Senior Data Engineer
13 5 (2.89%) Snowflake Data Engineer
13 5 (2.89%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 23 (13.29%) PySpark
2 9 (5.20%) Kafka
3 8 (4.62%) REST
4 7 (4.05%) Middleware
4 7 (4.05%) Terraform
5 6 (3.47%) JSON
5 6 (3.47%) React
5 6 (3.47%) RESTful
6 5 (2.89%) RabbitMQ
6 5 (2.89%) SOAP
6 5 (2.89%) XML
7 3 (1.73%) .NET
7 3 (1.73%) ActiveMQ
7 3 (1.73%) Node.js
8 2 (1.16%) .NET Core
8 2 (1.16%) OAuth2
8 2 (1.16%) PCRE
8 2 (1.16%) pytest
8 2 (1.16%) Redux
8 2 (1.16%) Regular Expression
Miscellaneous
1 25 (14.45%) Cloud Native
2 19 (10.98%) Data Structures
3 11 (6.36%) Distributed Systems
3 11 (6.36%) Legacy Systems
4 10 (5.78%) Product Ownership
5 7 (4.05%) Onboarding
6 5 (2.89%) CMDB
6 5 (2.89%) Management Information System
7 4 (2.31%) Reference Data
8 3 (1.73%) AI Agents
8 3 (1.73%) Analytical Mindset
8 3 (1.73%) Derivative
8 3 (1.73%) Reinsurance
8 3 (1.73%) Replication
9 2 (1.16%) Clustering
9 2 (1.16%) Enterprise Software
9 2 (1.16%) Foreign Exchange (FX)
9 2 (1.16%) Hybrid Cloud
9 2 (1.16%) IoT
9 2 (1.16%) Low-Code
Operating Systems
1 3 (1.73%) Linux
1 3 (1.73%) Unix
2 2 (1.16%) Windows
Processes & Methodologies
1 80 (46.24%) Analytics
2 57 (32.95%) Business Intelligence
3 45 (26.01%) Data Pipeline
4 44 (25.43%) Data Governance
5 43 (24.86%) CI/CD
5 43 (24.86%) Data Architecture
6 41 (23.70%) ETL
7 40 (23.12%) Data Engineering
8 39 (22.54%) Agile
8 39 (22.54%) DevOps
9 33 (19.08%) Migration
10 30 (17.34%) Stakeholder Management
11 29 (16.76%) Decision-Making
12 27 (15.61%) Stakeholder Engagement
12 27 (15.61%) Validation
13 25 (14.45%) AI
13 25 (14.45%) Integration Patterns
14 23 (13.29%) Event-Driven
15 21 (12.14%) Data Analysis
15 21 (12.14%) Data Mapping
Programming Languages
1 83 (47.98%) SQL
2 62 (35.84%) Python
3 15 (8.67%) Data Analysis Expressions
4 9 (5.20%) Java
5 7 (4.05%) C#
6 6 (3.47%) JavaScript
7 5 (2.89%) Ruby
8 4 (2.31%) PowerShell
8 4 (2.31%) TypeScript
9 3 (1.73%) T-SQL
10 2 (1.16%) Apex Code
10 2 (1.16%) CQL
10 2 (1.16%) Perl
10 2 (1.16%) SOQL
11 1 (0.58%) Korn
11 1 (0.58%) PL/SQL
11 1 (0.58%) R
11 1 (0.58%) Scala
11 1 (0.58%) Shell Script
11 1 (0.58%) SOSL
Qualifications
1 27 (15.61%) Security Cleared
2 22 (12.72%) SC Cleared
3 6 (3.47%) DBS Check
4 4 (2.31%) Degree
5 3 (1.73%) TOGAF Certification
6 2 (1.16%) AWS Certification
6 2 (1.16%) Computer Science Degree
6 2 (1.16%) Microsoft Certification
6 2 (1.16%) SnowPro
7 1 (0.58%) AWS Certified Cloud Practitioner
7 1 (0.58%) Azure Certification
7 1 (0.58%) BPSS Clearance
7 1 (0.58%) CBAP
7 1 (0.58%) CSPO
7 1 (0.58%) CTC Cleared
7 1 (0.58%) PMI Certification
Quality Assurance & Compliance
1 60 (34.68%) Data Quality
2 13 (7.51%) GDPR
3 11 (6.36%) QA
4 10 (5.78%) Accessibility
5 2 (1.16%) GRC
5 2 (1.16%) Solvency II
6 1 (0.58%) Basel III
6 1 (0.58%) Cyber Essentials
6 1 (0.58%) GxP
6 1 (0.58%) IFRS
6 1 (0.58%) IFRS 9
6 1 (0.58%) ISO/IEC 27001
6 1 (0.58%) Sarbanes-Oxley
System Software
1 2 (1.16%) Docker
2 1 (0.58%) Active Directory
Systems Management
1 2 (1.16%) Grafana
1 2 (1.16%) Prometheus
2 1 (0.58%) Kubernetes
2 1 (0.58%) Single Sign-On
Vendors
1 45 (26.01%) Microsoft
2 35 (20.23%) Databricks
3 18 (10.40%) Oracle
4 14 (8.09%) SAP
5 11 (6.36%) ServiceNow
6 10 (5.78%) Salesforce
7 6 (3.47%) Informatica
7 6 (3.47%) Workday
8 4 (2.31%) Google
8 4 (2.31%) MuleSoft
9 2 (1.16%) Alteryx
9 2 (1.16%) eFront
9 2 (1.16%) IBM
9 2 (1.16%) OneTrust
9 2 (1.16%) Splunk
10 1 (0.58%) Amplitude
10 1 (0.58%) BiZZdesign
10 1 (0.58%) Planon
10 1 (0.58%) Qualtrics
10 1 (0.58%) Sparx