Data Modelling Contracts in London

Data Modelling
England > London

The table below provides summary statistics for contract job vacancies advertised in London requiring Data Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Modelling over the 6 months leading up to 1 July 2025, comparing them to the same period in the previous two years.

6 months to
1 Jul 2025
Same period 2024 Same period 2023
Rank 45 43 63
Rank change year-on-year -2 +20 +3
Contract jobs citing Data Modelling 641 831 941
As % of all contract jobs advertised in London 4.97% 4.76% 3.72%
As % of the Processes & Methodologies category 5.39% 5.37% 4.10%
Number of daily rates quoted 441 598 650
10th Percentile £400 £413 £415
25th Percentile £456 £475 £500
Median daily rate (50th Percentile) £550 £575 £600
Median % change year-on-year -4.35% -4.17% -
75th Percentile £675 £696 £725
90th Percentile £775 £816 £821
England median daily rate £533 £550 £588
% change year-on-year -3.18% -6.38% +1.29%
Number of hourly rates quoted 11 14 6
10th Percentile - £35.00 £30.00
25th Percentile £29.07 £41.25 £39.06
Median hourly rate £43.50 £48.00 £53.75
Median % change year-on-year -9.38% -10.70% -11.16%
75th Percentile £53.75 £51.75 £66.88
90th Percentile £58.75 £54.01 £75.00
England median hourly rate £48.00 £42.50 £36.25
% change year-on-year +12.94% +17.24% -40.08%

All Process and Methodology Skills
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 London.

Contract vacancies with a requirement for process or methodology skills 11,891 15,474 22,954
As % of all contract IT jobs advertised in London 92.21% 88.55% 90.74%
Number of daily rates quoted 7,950 11,028 16,622
10th Percentile £333 £343 £372
25th Percentile £425 £446 £471
Median daily rate (50th Percentile) £550 £550 £587
Median % change year-on-year - -6.34% +2.13%
75th Percentile £675 £686 £700
90th Percentile £799 £800 £800
England median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% -
Number of hourly rates quoted 220 303 260
10th Percentile £16.50 £15.59 £18.50
25th Percentile £24.66 £20.01 £23.00
Median hourly rate £32.00 £30.00 £40.25
Median % change year-on-year +6.67% -25.47% +11.17%
75th Percentile £50.13 £48.75 £65.00
90th Percentile £63.30 £68.60 £82.50
England median hourly rate £25.15 £38.12 £37.50
% change year-on-year -34.02% +1.65% +46.03%

Data Modelling
Job Vacancy Trend in London

Job postings citing Data Modelling as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Modelling in London

Data Modelling
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Data Modelling in London.

Daily rate trend for Data Modelling in London

Data Modelling
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Modelling in London over the 6 months to 1 July 2025.

Daily rate histogram for Data Modelling in London

Data Modelling
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Data Modelling in London.

Hourly rate trend for Data Modelling in London

Data Modelling
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Data Modelling in London over the 6 months to 1 July 2025.

Hourly rate histogram for Data Modelling in London

Data Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the London region over the 6 months to 1 July 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London +3 97 £600 +4.35% 293
East London +10 6 £675 +25.00% 85
West London +5 6 £500 -9.09% 40
South London -1 2 £475 +5.56% 10
North London -3 1 - - 1
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 40 (6.24%) Apache Airflow
1 40 (6.24%) Apache Spark
2 22 (3.43%) Apache
3 18 (2.81%) Confluence
4 17 (2.65%) SharePoint
5 5 (0.78%) Oracle Workflow
6 3 (0.47%) JBoss
6 3 (0.47%) Luigi
7 2 (0.31%) SAS
8 1 (0.16%) Appian
8 1 (0.16%) Jupyter
8 1 (0.16%) Oracle Service Bus
8 1 (0.16%) Oracle SOA Suite
8 1 (0.16%) WebLogic
Applications
1 40 (6.24%) Microsoft Excel
2 15 (2.34%) Oracle Smart View
3 11 (1.72%) MS Visio
4 6 (0.94%) Microsoft Office
5 5 (0.78%) Microsoft PowerPoint
6 2 (0.31%) Microsoft Project
Business Applications
1 12 (1.87%) SAP S/4HANA
2 9 (1.40%) Dynamics CRM
3 8 (1.25%) Aladdin
4 7 (1.09%) Endur
5 6 (0.94%) Oracle Payables
5 6 (0.94%) Oracle Receivables
5 6 (0.94%) Temenos T24
6 5 (0.78%) Oracle General Ledger
6 5 (0.78%) Salesforce CRM
6 5 (0.78%) Sparx Enterprise Architect
7 4 (0.62%) Oracle Cash Management
7 4 (0.62%) Oracle EBS R12
7 4 (0.62%) Oracle Financials
7 4 (0.62%) SAP BPC
7 4 (0.62%) SAP MDG
8 3 (0.47%) Oracle EBS
8 3 (0.47%) SAP Oil and Gas
8 3 (0.47%) Workday HCM
9 2 (0.31%) Actimize
9 2 (0.31%) assyst
Cloud Services
1 221 (34.48%) Azure
2 168 (26.21%) Power Platform
3 146 (22.78%) AWS
4 90 (14.04%) GCP
5 61 (9.52%) Snowflake
6 53 (8.27%) dbt
7 44 (6.86%) Azure Data Factory
8 41 (6.40%) Azure Synapse Analytics
9 36 (5.62%) GitHub
10 31 (4.84%) Azure DevOps
11 24 (3.74%) GitHub Actions
12 22 (3.43%) Amazon S3
13 21 (3.28%) PowerApps
13 21 (3.28%) SaaS
14 19 (2.96%) OCI
14 19 (2.96%) Power Automate
15 17 (2.65%) Collibra
15 17 (2.65%) Serverless
16 13 (2.03%) Cloud Computing
17 12 (1.87%) Dynamics 365
Communications & Networking
1 5 (0.78%) Firewall
2 3 (0.47%) SSL
3 2 (0.31%) HTTP
3 2 (0.31%) HTTPS
3 2 (0.31%) Internet
3 2 (0.31%) SNMP
4 1 (0.16%) Network Security
4 1 (0.16%) Unified Communications
Database & Business Intelligence
1 167 (26.05%) Data Warehouse
2 151 (23.56%) Power BI
3 84 (13.10%) Data Lake
4 62 (9.67%) Metadata
5 59 (9.20%) Tableau
6 47 (7.33%) BigQuery
7 43 (6.71%) SQL Server
8 42 (6.55%) Big Data
9 37 (5.77%) Snowflake Schema
10 32 (4.99%) Relational Database
11 30 (4.68%) Amazon Redshift
12 29 (4.52%) NoSQL
13 24 (3.74%) Power Query
14 23 (3.59%) Star Schema
15 22 (3.43%) Data Vault
15 22 (3.43%) Oracle Reports
16 21 (3.28%) Oracle BI Publisher
17 18 (2.81%) Oracle ODI
18 17 (2.65%) Hadoop
19 16 (2.50%) PostgreSQL
Development Applications
1 32 (4.99%) JIRA
2 29 (4.52%) ERwin
3 28 (4.37%) Git
4 12 (1.87%) ER Studio
5 6 (0.94%) GitLab
5 6 (0.94%) Jenkins
5 6 (0.94%) Oracle Forms
6 5 (0.78%) Subversion
7 4 (0.62%) TeamCity
8 3 (0.47%) SonarQube
8 3 (0.47%) Terragrunt
9 2 (0.31%) MagicDraw
9 2 (0.31%) Maven
9 2 (0.31%) PowerDesigner
10 1 (0.16%) Eclipse
10 1 (0.16%) JUnit
10 1 (0.16%) LSMW
10 1 (0.16%) Selenium
10 1 (0.16%) Team Foundation Server
10 1 (0.16%) Visual Studio Team System
General
1 200 (31.20%) Social Skills
2 199 (31.05%) Finance
3 124 (19.34%) Analytical Skills
4 65 (10.14%) Banking
5 47 (7.33%) Public Sector
6 26 (4.06%) Retail
7 23 (3.59%) Investment Banking
8 20 (3.12%) Presentation Skills
9 17 (2.65%) Inclusion and Diversity
10 14 (2.18%) Marketing
10 14 (2.18%) Organisational Skills
11 11 (1.72%) Influencing Skills
12 10 (1.56%) Documentation Skills
12 10 (1.56%) Front Office
13 9 (1.40%) Back Office
13 9 (1.40%) Local Government
13 9 (1.40%) Telecoms
14 8 (1.25%) Police
15 6 (0.94%) Corporate Banking
15 6 (0.94%) Retail Banking
Job Titles
1 148 (23.09%) Architect
2 125 (19.50%) Analyst
3 114 (17.78%) Data Engineer
4 94 (14.66%) Data Architect
5 89 (13.88%) Developer
6 85 (13.26%) Senior
7 65 (10.14%) Data Analyst
8 45 (7.02%) Business Analyst
9 43 (6.71%) Data Modeller
10 36 (5.62%) Lead
11 31 (4.84%) Consultant
12 25 (3.90%) Senior Data Engineer
13 22 (3.43%) Azure Engineer
14 19 (2.96%) Azure Data Engineer
14 19 (2.96%) Business Intelligence Developer
15 18 (2.81%) Technical Architect
16 17 (2.65%) Senior Analyst
16 17 (2.65%) Solutions Architect
17 14 (2.18%) Data Consultant
17 14 (2.18%) Technical Analyst
Libraries, Frameworks & Software Standards
1 33 (5.15%) Kafka
2 29 (4.52%) PySpark
3 23 (3.59%) REST
4 19 (2.96%) Oracle Fusion
5 18 (2.81%) React
6 17 (2.65%) HTML
7 15 (2.34%) JSON
8 14 (2.18%) Jinja
9 13 (2.03%) .NET
10 10 (1.56%) Web Services
11 9 (1.40%) SOAP
11 9 (1.40%) XML
12 8 (1.25%) RESTful
12 8 (1.25%) Spring
13 7 (1.09%) CSS
13 7 (1.09%) pytest
14 6 (0.94%) Apache Avro
14 6 (0.94%) Lightning Web Components
14 6 (0.94%) Node.js
15 5 (0.78%) FHIR
Miscellaneous
1 48 (7.49%) Data Structures
2 29 (4.52%) Product Ownership
3 22 (3.43%) Legacy Systems
4 15 (2.34%) Management Information System
5 13 (2.03%) Algorithms
6 12 (1.87%) Cloud Native
6 12 (1.87%) Onboarding
7 11 (1.72%) Distributed Computing
7 11 (1.72%) Virtual Team
8 10 (1.56%) Foreign Exchange (FX)
8 10 (1.56%) Self-Motivation
9 9 (1.40%) NHS
10 8 (1.25%) Fixed Income
11 6 (0.94%) Data Protection Act
11 6 (0.94%) Reinsurance
12 5 (0.78%) Analytical Mindset
12 5 (0.78%) Derivative
12 5 (0.78%) Enterprise Software
12 5 (0.78%) Public Cloud
12 5 (0.78%) Reference Data
Operating Systems
1 4 (0.62%) Linux
1 4 (0.62%) Unix
2 3 (0.47%) Windows
Processes & Methodologies
1 202 (31.51%) Business Intelligence
2 201 (31.36%) Analytics
3 174 (27.15%) ETL
4 159 (24.80%) Agile
5 154 (24.02%) Data Governance
6 121 (18.88%) Data Architecture
7 120 (18.72%) Data Pipeline
7 120 (18.72%) Problem-Solving
8 116 (18.10%) Visualisation
9 107 (16.69%) Data Integration
10 106 (16.54%) Data Engineering
11 85 (13.26%) Decision-Making
12 84 (13.10%) CI/CD
13 80 (12.48%) Migration
14 75 (11.70%) DevOps
15 73 (11.39%) Data Analysis
15 73 (11.39%) Data Management
16 70 (10.92%) Stakeholder Management
17 66 (10.30%) Data Visualisation
18 61 (9.52%) Data Science
Programming Languages
1 350 (54.60%) SQL
2 186 (29.02%) Python
3 45 (7.02%) Java
4 32 (4.99%) Data Analysis Expressions
5 27 (4.21%) Scala
6 24 (3.74%) JavaScript
7 20 (3.12%) R
8 19 (2.96%) PL/SQL
9 16 (2.50%) C#
10 14 (2.18%) T-SQL
11 10 (1.56%) VBA
12 9 (1.40%) PowerShell
13 6 (0.94%) ABAP
13 6 (0.94%) Apex Code
14 4 (0.62%) TypeScript
14 4 (0.62%) VB
15 3 (0.47%) C
15 3 (0.47%) C++
15 3 (0.47%) Shell Script
16 2 (0.31%) Bash
Qualifications
1 94 (14.66%) Security Cleared
2 77 (12.01%) SC Cleared
3 64 (9.98%) Degree
4 18 (2.81%) Computer Science Degree
5 11 (1.72%) DV Cleared
6 10 (1.56%) Azure Certification
7 9 (1.40%) Microsoft Certification
8 7 (1.09%) Master's Degree
9 6 (0.94%) BPSS Clearance
10 4 (0.62%) AWS Certification
10 4 (0.62%) CBAP
11 3 (0.47%) HNC
11 3 (0.47%) SnowPro
12 2 (0.31%) CISSP
12 2 (0.31%) IIBA
12 2 (0.31%) OSCP
12 2 (0.31%) PhD
12 2 (0.31%) Tableau Certification
13 1 (0.16%) Numerate Degree
13 1 (0.16%) TOGAF Certification
Quality Assurance & Compliance
1 132 (20.59%) Data Quality
2 31 (4.84%) Accessibility
2 31 (4.84%) GDPR
3 28 (4.37%) QA
4 6 (0.94%) California Consumer Privacy Act
5 4 (0.62%) HL7
5 4 (0.62%) IFRS
6 3 (0.47%) HIPAA
6 3 (0.47%) IFRS 9
6 3 (0.47%) Solvency II
7 2 (0.31%) ISO/IEC 27001
7 2 (0.31%) MiFID
7 2 (0.31%) SLA
8 1 (0.16%) Basel III
8 1 (0.16%) EMIR
8 1 (0.16%) GxP
8 1 (0.16%) ISO/IEC 20000
8 1 (0.16%) NIST
8 1 (0.16%) Sarbanes-Oxley
8 1 (0.16%) UCITS
System Software
1 18 (2.81%) Docker
2 4 (0.62%) Active Directory
Systems Management
1 40 (6.24%) Terraform
2 21 (3.28%) Kubernetes
3 6 (0.94%) Ansible
4 1 (0.16%) Kibana
4 1 (0.16%) Kubeflow
4 1 (0.16%) Single Sign-On
Vendors
1 89 (13.88%) Microsoft
2 84 (13.10%) Databricks
3 82 (12.79%) Oracle
4 45 (7.02%) Google
5 41 (6.40%) SAP
6 30 (4.68%) Salesforce
7 26 (4.06%) Informatica
8 12 (1.87%) Sparx
9 8 (1.25%) ServiceNow
9 8 (1.25%) Talend
10 7 (1.09%) Foundry
10 7 (1.09%) Palantir
10 7 (1.09%) Teradata
11 6 (0.94%) Temenos
12 5 (0.78%) OpenLink
13 4 (0.62%) Ariba
13 4 (0.62%) Cerner
13 4 (0.62%) MicroStrategy
13 4 (0.62%) MuleSoft
13 4 (0.62%) Splunk