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 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 49 37 65
Rank change year-on-year -12 +28 0
Contract jobs citing Data Modelling 602 886 1,007
As % of all contract jobs advertised in London 4.80% 4.97% 3.73%
As % of the Processes & Methodologies category 5.21% 5.61% 4.09%
Number of daily rates quoted 420 664 722
10th Percentile £363 £425 £423
25th Percentile £450 £481 £500
Median daily rate (50th Percentile) £550 £591 £600
Median % change year-on-year -6.98% -1.46% -
75th Percentile £675 £705 £715
90th Percentile £769 £825 £793
England median daily rate £534 £550 £575
% change year-on-year -2.95% -4.35% -
Number of hourly rates quoted 13 16 7
10th Percentile - £35.00 £31.00
25th Percentile £29.07 £41.25 £43.13
Median hourly rate £52.50 £50.25 £55.00
Median % change year-on-year +4.48% -8.64% -9.09%
75th Percentile £58.75 £53.84 £64.00
90th Percentile £65.00 £63.14 £74.00
England median hourly rate £54.00 £48.50 £44.38
% change year-on-year +11.34% +9.30% -13.83%

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 11,564 15,790 24,631
As % of all contract IT jobs advertised in London 92.16% 88.55% 91.11%
Number of daily rates quoted 7,847 11,316 17,711
10th Percentile £350 £338 £375
25th Percentile £440 £450 £475
Median daily rate (50th Percentile) £550 £550 £590
Median % change year-on-year - -6.78% +2.61%
75th Percentile £688 £675 £700
90th Percentile £813 £800 £800
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 166 324 278
10th Percentile £16.17 £16.00 £18.59
25th Percentile £22.68 £20.00 £22.53
Median hourly rate £31.67 £29.50 £38.13
Median % change year-on-year +7.36% -22.62% +5.90%
75th Percentile £50.75 £47.56 £62.64
90th Percentile £63.75 £65.93 £76.78
England median hourly rate £29.07 £36.00 £37.50
% change year-on-year -19.25% -4.00% +53.06%

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 May 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 May 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 May 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 -19 71 £550 -4.35% 29
East London +12 7 £625 +49.52% 5
South London +6 5 £481 +1.32% 3
West London +3 4 £625 +19.05% 9
North London -3 2 £714 -
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 30 (4.98%) Apache Airflow
2 29 (4.82%) Apache Spark
3 19 (3.16%) Apache
3 19 (3.16%) Confluence
4 16 (2.66%) SharePoint
5 4 (0.66%) Jupyter
5 4 (0.66%) SAS
6 2 (0.33%) CMS
6 2 (0.33%) IIS
6 2 (0.33%) Luigi
7 1 (0.17%) Appian
7 1 (0.17%) ArcGIS
7 1 (0.17%) Oracle Workflow
7 1 (0.17%) WebLogic
Applications
1 43 (7.14%) Microsoft Excel
2 15 (2.49%) Oracle Smart View
3 14 (2.33%) MS Visio
4 5 (0.83%) Microsoft PowerPoint
5 4 (0.66%) Microsoft Office
6 2 (0.33%) Notepad++
7 1 (0.17%) Microsoft Project
Business Applications
1 13 (2.16%) SAP S/4HANA
2 10 (1.66%) Aladdin
3 6 (1.00%) Dynamics CRM
3 6 (1.00%) Oracle Receivables
3 6 (1.00%) Salesforce CRM
3 6 (1.00%) Sparx Enterprise Architect
4 5 (0.83%) Oracle Cash Management
4 5 (0.83%) Oracle EBS R12
4 5 (0.83%) Oracle Financials
4 5 (0.83%) Oracle Payables
4 5 (0.83%) SAP MDG
5 4 (0.66%) Oracle General Ledger
6 3 (0.50%) Oracle EBS
6 3 (0.50%) SAP BPC
6 3 (0.50%) SAP EWM
7 2 (0.33%) Actimize
7 2 (0.33%) assyst
7 2 (0.33%) Endur
7 2 (0.33%) Magento
8 1 (0.17%) SAP Oil and Gas
Cloud Services
1 192 (31.89%) Azure
2 166 (27.57%) Power Platform
3 136 (22.59%) AWS
4 65 (10.80%) GCP
5 61 (10.13%) dbt
6 56 (9.30%) Snowflake
7 40 (6.64%) GitHub
8 39 (6.48%) Azure Data Factory
9 34 (5.65%) Azure Synapse Analytics
10 31 (5.15%) PowerApps
11 28 (4.65%) GitHub Actions
12 27 (4.49%) Power Automate
13 26 (4.32%) Amazon S3
13 26 (4.32%) SaaS
14 22 (3.65%) Azure DevOps
15 19 (3.16%) Serverless
16 18 (2.99%) OCI
17 15 (2.49%) Collibra
18 13 (2.16%) Cloud Computing
18 13 (2.16%) Dynamics 365
Communications & Networking
1 2 (0.33%) Firewall
1 2 (0.33%) HTTP
1 2 (0.33%) SNMP
2 1 (0.17%) Internet
2 1 (0.17%) Network Security
2 1 (0.17%) Unified Communications
Database & Business Intelligence
1 154 (25.58%) Data Warehouse
2 146 (24.25%) Power BI
3 72 (11.96%) Data Lake
4 71 (11.79%) Tableau
5 49 (8.14%) Metadata
6 41 (6.81%) Relational Database
7 39 (6.48%) Snowflake Schema
8 38 (6.31%) Big Data
9 37 (6.15%) SQL Server
10 34 (5.65%) Amazon Redshift
10 34 (5.65%) NoSQL
11 26 (4.32%) BigQuery
12 23 (3.82%) Power Query
13 22 (3.65%) Oracle Reports
14 21 (3.49%) Oracle BI Publisher
14 21 (3.49%) PostgreSQL
15 20 (3.32%) Data Vault
16 19 (3.16%) Star Schema
17 17 (2.82%) Oracle ODI
18 16 (2.66%) Azure SQL Database
Development Applications
1 31 (5.15%) JIRA
2 24 (3.99%) ERwin
3 22 (3.65%) Git
4 6 (1.00%) Jenkins
4 6 (1.00%) Oracle Forms
5 5 (0.83%) ER Studio
5 5 (0.83%) Subversion
6 4 (0.66%) GitLab
6 4 (0.66%) MagicDraw
7 3 (0.50%) SonarQube
8 2 (0.33%) Eclipse
8 2 (0.33%) MLflow
8 2 (0.33%) Team Foundation Server
8 2 (0.33%) Terragrunt
8 2 (0.33%) XMLSpy
9 1 (0.17%) IntelliJ
9 1 (0.17%) LSMW
9 1 (0.17%) PowerDesigner
9 1 (0.17%) TeamCity
9 1 (0.17%) Visual Studio Team System
General
1 174 (28.90%) Social Skills
2 148 (24.58%) Finance
3 133 (22.09%) Analytical Skills
4 73 (12.13%) Public Sector
5 56 (9.30%) Banking
6 33 (5.48%) Retail
7 24 (3.99%) Marketing
8 21 (3.49%) Presentation Skills
9 13 (2.16%) Investment Banking
10 11 (1.83%) Inclusion and Diversity
11 9 (1.50%) Documentation Skills
12 8 (1.33%) Back Office
12 8 (1.33%) Manufacturing
12 8 (1.33%) Organisational Skills
13 7 (1.16%) Legal
14 6 (1.00%) Front Office
14 6 (1.00%) Influencing Skills
14 6 (1.00%) Local Government
15 4 (0.66%) Police
15 4 (0.66%) Telecoms
Job Titles
1 139 (23.09%) Architect
2 108 (17.94%) Analyst
2 108 (17.94%) Data Engineer
3 98 (16.28%) Data Architect
4 84 (13.95%) Developer
5 76 (12.62%) Senior
6 52 (8.64%) Data Analyst
7 41 (6.81%) Data Modeller
8 40 (6.64%) Lead
9 35 (5.81%) Business Analyst
10 30 (4.98%) Consultant
11 22 (3.65%) Senior Data Engineer
12 16 (2.66%) Business Intelligence Developer
12 16 (2.66%) Data Consultant
12 16 (2.66%) Power Platform Developer
12 16 (2.66%) Solutions Architect
13 14 (2.33%) Report Writer
14 13 (2.16%) Senior Architect
14 13 (2.16%) Technical Analyst
15 12 (1.99%) Senior Analyst
Libraries, Frameworks & Software Standards
1 36 (5.98%) Kafka
2 22 (3.65%) REST
3 21 (3.49%) Jinja
3 21 (3.49%) PySpark
4 17 (2.82%) Oracle Fusion
5 16 (2.66%) React
6 15 (2.49%) JSON
7 14 (2.33%) .NET
8 10 (1.66%) Node.js
8 10 (1.66%) SOAP
9 9 (1.50%) XML
10 7 (1.16%) AngularJS
10 7 (1.16%) Apache Avro
10 7 (1.16%) HTML5 Canvas
10 7 (1.16%) pytest
10 7 (1.16%) Web Services
11 6 (1.00%) HTML
12 5 (0.83%) Plotly
13 4 (0.66%) OAuth
13 4 (0.66%) RESTful
Miscellaneous
1 41 (6.81%) Data Structures
2 28 (4.65%) Legacy Systems
3 20 (3.32%) Product Ownership
4 14 (2.33%) Management Information System
4 14 (2.33%) Reference Data
5 12 (1.99%) Data Protection Act
6 11 (1.83%) Self-Motivation
7 10 (1.66%) Algorithms
8 9 (1.50%) Foreign Exchange (FX)
9 8 (1.33%) Cloud Native
9 8 (1.33%) Derivative
10 7 (1.16%) CMDB
11 6 (1.00%) Clustering
11 6 (1.00%) Distributed Systems
11 6 (1.00%) Taxonomies
12 5 (0.83%) FMCG
12 5 (0.83%) Low-Code
12 5 (0.83%) NHS
12 5 (0.83%) Onboarding
13 4 (0.66%) Replication
Operating Systems
1 2 (0.33%) Linux
1 2 (0.33%) Unix
Processes & Methodologies
1 197 (32.72%) Business Intelligence
2 187 (31.06%) Analytics
3 157 (26.08%) ETL
4 139 (23.09%) Data Governance
5 132 (21.93%) Problem-Solving
6 130 (21.59%) Visualisation
7 118 (19.60%) Agile
8 108 (17.94%) Data Architecture
9 101 (16.78%) Data Pipeline
10 95 (15.78%) Data Integration
11 85 (14.12%) Data Visualisation
12 80 (13.29%) CI/CD
13 78 (12.96%) Data Engineering
14 76 (12.62%) Decision-Making
15 74 (12.29%) Migration
16 72 (11.96%) Data Analysis
17 68 (11.30%) Stakeholder Management
18 66 (10.96%) Data Management
19 61 (10.13%) Data Science
20 59 (9.80%) Actionable Insight
Programming Languages
1 320 (53.16%) SQL
2 172 (28.57%) Python
3 30 (4.98%) Java
4 27 (4.49%) JavaScript
5 25 (4.15%) Data Analysis Expressions
6 22 (3.65%) R
7 19 (3.16%) PL/SQL
8 18 (2.99%) Scala
9 13 (2.16%) T-SQL
10 12 (1.99%) C#
11 7 (1.16%) VBA
12 5 (0.83%) PowerShell
13 4 (0.66%) ABAP
13 4 (0.66%) Apex Code
14 3 (0.50%) TypeScript
14 3 (0.50%) VB
15 2 (0.33%) Lua
15 2 (0.33%) Perl
15 2 (0.33%) PHP
16 1 (0.17%) Ruby
Qualifications
1 99 (16.45%) Security Cleared
2 92 (15.28%) SC Cleared
3 60 (9.97%) Degree
4 21 (3.49%) Computer Science Degree
5 8 (1.33%) Master's Degree
6 7 (1.16%) AWS Certification
7 6 (1.00%) Microsoft Certification
8 5 (0.83%) Azure Certification
8 5 (0.83%) BPSS Clearance
8 5 (0.83%) Numerate Degree
9 4 (0.66%) DV Cleared
10 3 (0.50%) AWS Certified Solutions Architect
10 3 (0.50%) HNC
10 3 (0.50%) SnowPro
10 3 (0.50%) Tableau Certification
11 2 (0.33%) IIBA
11 2 (0.33%) MBA
11 2 (0.33%) PhD
12 1 (0.17%) CBAP
12 1 (0.17%) CFA
Quality Assurance & Compliance
1 126 (20.93%) Data Quality
2 31 (5.15%) Accessibility
3 28 (4.65%) GDPR
4 27 (4.49%) QA
5 8 (1.33%) California Consumer Privacy Act
6 4 (0.66%) HIPAA
7 3 (0.50%) IFRS
8 2 (0.33%) IFRS 9
8 2 (0.33%) ISO 20022
8 2 (0.33%) MiFID
9 1 (0.17%) Basel III
9 1 (0.17%) EMIR
9 1 (0.17%) HL7
9 1 (0.17%) ISO/IEC 27001
9 1 (0.17%) NIST
9 1 (0.17%) PMO
9 1 (0.17%) Sarbanes-Oxley
9 1 (0.17%) SLA
9 1 (0.17%) UCITS
System Software
1 16 (2.66%) Docker
2 3 (0.50%) Active Directory
3 1 (0.17%) Virtual Machines
Systems Management
1 26 (4.32%) Terraform
2 14 (2.33%) Kubernetes
3 2 (0.33%) Active Directory Federation Services
3 2 (0.33%) Ansible
3 2 (0.33%) Kubeflow
4 1 (0.17%) Kibana
Vendors
1 85 (14.12%) Microsoft
2 77 (12.79%) Oracle
3 74 (12.29%) Databricks
4 45 (7.48%) SAP
5 30 (4.98%) Informatica
6 29 (4.82%) Salesforce
7 26 (4.32%) Google
8 15 (2.49%) Sparx
9 12 (1.99%) ServiceNow
10 8 (1.33%) IBM
10 8 (1.33%) Talend
11 7 (1.16%) Ariba
12 5 (0.83%) Ab Initio
12 5 (0.83%) Alteryx
12 5 (0.83%) Teradata
13 3 (0.50%) MicroStrategy
13 3 (0.50%) OpenLink
13 3 (0.50%) Salesforce Marketing Cloud
13 3 (0.50%) Workday
14 2 (0.33%) Sage