Data Modelling Contracts in London

Data Modelling
England > London

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 38 66 65
Rank change year-on-year +28 -1 -2
Contract jobs citing Data Modelling 871 1,011 1,535
As % of all contract jobs advertised in London 4.92% 3.73% 3.94%
As % of the Processes & Methodologies category 5.56% 4.10% 4.27%
Number of daily rates quoted 654 725 1,068
10th Percentile £425 £425 £425
25th Percentile £483 £500 £512
Median daily rate (50th Percentile) £600 £600 £600
Median % change year-on-year - - +12.15%
75th Percentile £712 £715 £725
90th Percentile £825 £794 £788
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +11.15%
Number of hourly rates quoted 16 7 9
10th Percentile £35.00 £31.00 £27.50
25th Percentile £41.25 £43.13 £44.00
Median hourly rate £50.25 £55.00 £60.50
Median % change year-on-year -8.64% -9.09% +73.45%
75th Percentile £53.84 £64.00 £64.75
90th Percentile £63.14 £74.00 £78.18
England median hourly rate £48.50 £44.38 £51.50
% change year-on-year +9.30% -13.83% +92.07%

All Process and Methodology Skills
London

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 15,674 24,676 35,915
As % of all contract IT jobs advertised in London 88.50% 91.13% 92.26%
Number of daily rates quoted 11,226 17,739 26,174
10th Percentile £338 £375 £390
25th Percentile £450 £475 £475
Median daily rate (50th Percentile) £550 £590 £575
Median % change year-on-year -6.78% +2.61% +9.52%
75th Percentile £675 £700 £688
90th Percentile £800 £800 £775
England median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +9.69%
Number of hourly rates quoted 325 281 423
10th Percentile £16.00 £18.63 £17.25
25th Percentile £20.00 £22.63 £23.91
Median hourly rate £28.50 £39.00 £36.00
Median % change year-on-year -26.92% +8.33% +10.77%
75th Percentile £46.86 £63.75 £50.68
90th Percentile £66.30 £78.50 £67.50
England median hourly rate £35.50 £37.50 £24.35
% change year-on-year -5.33% +54.00% +1.46%

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 27 April 2024.

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 27 April 2024.

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 27 April 2024. 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 +20 122 £575 -4.17% 31
East London +3 10 £418 -24.00% 9
West London +8 8 £525 +16.67% 5
South London +11 6 £475 -11.63% 2
North London - 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 26 (2.99%) Apache Airflow
2 24 (2.76%) SharePoint
3 22 (2.53%) Confluence
4 16 (1.84%) Apache Spark
5 12 (1.38%) Apache
6 7 (0.80%) Oracle Workflow
7 6 (0.69%) SAS
8 3 (0.34%) Jupyter
9 1 (0.11%) BizTalk Server
9 1 (0.11%) CMS
9 1 (0.11%) IIS
9 1 (0.11%) JBoss
9 1 (0.11%) Microsoft Exchange
9 1 (0.11%) Tomcat
9 1 (0.11%) WildFly
Applications
1 42 (4.82%) MS Visio
2 38 (4.36%) Microsoft Excel
3 22 (2.53%) Microsoft PowerPoint
4 7 (0.80%) Microsoft Office
5 6 (0.69%) Microsoft Project
6 3 (0.34%) Spreadsheet
Business Applications
1 45 (5.17%) Sparx Enterprise Architect
2 26 (2.99%) Dynamics CRM
3 9 (1.03%) Loan IQ
4 7 (0.80%) SAP S/4HANA
5 6 (0.69%) ION MarketView
6 5 (0.57%) Oracle EBS
6 5 (0.57%) Siebel CRM
7 4 (0.46%) Oracle Financials
8 3 (0.34%) MIS ActiveH
8 3 (0.34%) NEC Housing
8 3 (0.34%) Shopify
9 2 (0.23%) Adobe Campaign
9 2 (0.23%) Oracle Assets
9 2 (0.23%) Oracle BPM
9 2 (0.23%) Oracle Cash Management
9 2 (0.23%) Oracle ERP
9 2 (0.23%) Oracle Payables
9 2 (0.23%) Oracle Receivables
9 2 (0.23%) SAP FI
9 2 (0.23%) SAP FI/CO
Cloud Services
1 226 (25.95%) Azure
2 173 (19.86%) Power Platform
3 112 (12.86%) AWS
4 55 (6.31%) Azure Data Factory
5 47 (5.40%) GCP
6 37 (4.25%) Azure Synapse Analytics
6 37 (4.25%) Serverless
7 33 (3.79%) AWS Lambda
8 32 (3.67%) Snowflake
9 29 (3.33%) Dynamics 365
10 21 (2.41%) Azure DevOps
11 19 (2.18%) dbt
12 18 (2.07%) OCI
13 16 (1.84%) Amazon S3
13 16 (1.84%) AWS Step Functions
13 16 (1.84%) Power Automate
14 15 (1.72%) Collibra
14 15 (1.72%) PowerApps
15 14 (1.61%) SaaS
16 13 (1.49%) Amazon MSK
Communications & Networking
1 11 (1.26%) FIX Connectivity
2 7 (0.80%) Internet
3 5 (0.57%) Firewall
4 4 (0.46%) Network Security
5 2 (0.23%) Broadband
5 2 (0.23%) DNS
5 2 (0.23%) FTP
5 2 (0.23%) VPN
6 1 (0.11%) Ethernet
6 1 (0.11%) SAN
6 1 (0.11%) SSL
Database & Business Intelligence
1 243 (27.90%) Data Warehouse
2 162 (18.60%) Power BI
3 87 (9.99%) SQL Server
4 86 (9.87%) NoSQL
5 82 (9.41%) Metadata
6 79 (9.07%) Big Data
7 59 (6.77%) Data Lake
8 55 (6.31%) Tableau
9 52 (5.97%) Relational Database
10 46 (5.28%) Data Vault
11 35 (4.02%) SQL Server Integration Services
12 33 (3.79%) BigQuery
12 33 (3.79%) PostgreSQL
13 31 (3.56%) Amazon Redshift
13 31 (3.56%) Azure SQL Database
14 30 (3.44%) Metadata Repository
15 22 (2.53%) RDBMS
16 21 (2.41%) Parquet
17 20 (2.30%) DynamoDB
18 18 (2.07%) Star Schema
Development Applications
1 42 (4.82%) JIRA
2 41 (4.71%) ERwin
3 16 (1.84%) ER Studio
4 12 (1.38%) Git
5 11 (1.26%) Eclipse
5 11 (1.26%) TeamCity
6 8 (0.92%) Selenium
6 8 (0.92%) SQL Server Management Studio (SSMS)
7 7 (0.80%) JMeter
8 5 (0.57%) MLflow
8 5 (0.57%) Team Foundation Server
9 3 (0.34%) Deequ
9 3 (0.34%) Jenkins
10 2 (0.23%) Cypress.io
10 2 (0.23%) PowerDesigner
10 2 (0.23%) Visual Studio
10 2 (0.23%) webpack
11 1 (0.11%) Ant
11 1 (0.11%) JUnit
11 1 (0.11%) Oracle APEX
General
1 250 (28.70%) Finance
2 221 (25.37%) Social Skills
3 160 (18.37%) Analytical Skills
4 85 (9.76%) Public Sector
5 64 (7.35%) Banking
6 58 (6.66%) Marketing
7 42 (4.82%) Front Office
8 32 (3.67%) Manufacturing
9 31 (3.56%) Presentation Skills
10 29 (3.33%) Telecoms
11 27 (3.10%) Electronics
12 26 (2.99%) Retail
13 22 (2.53%) Publishing
14 21 (2.41%) Inclusion and Diversity
15 17 (1.95%) Financial Institution
16 14 (1.61%) Investment Banking
17 12 (1.38%) Influencing Skills
18 11 (1.26%) Back Office
19 8 (0.92%) Pharmaceutical
20 7 (0.80%) Law
Job Titles
1 237 (27.21%) Architect
2 172 (19.75%) Data Architect
3 158 (18.14%) Data Engineer
4 136 (15.61%) Analyst
5 104 (11.94%) Developer
6 84 (9.64%) Senior
7 64 (7.35%) Business Analyst
8 61 (7.00%) Data Analyst
9 55 (6.31%) Data Modeller
10 48 (5.51%) Lead
11 46 (5.28%) Consultant
12 31 (3.56%) Azure Engineer
13 30 (3.44%) Solutions Architect
14 26 (2.99%) Azure Data Engineer
15 25 (2.87%) Chief Architect
15 25 (2.87%) Chief Data Architect
15 25 (2.87%) Data Scientist
15 25 (2.87%) Project Manager
16 24 (2.76%) Enterprise Architect
17 21 (2.41%) SQL Developer
Libraries, Frameworks & Software Standards
1 50 (5.74%) JSON
2 39 (4.48%) PySpark
3 36 (4.13%) XML
4 21 (2.41%) Apache Avro
5 17 (1.95%) Kafka
5 17 (1.95%) Middleware
6 16 (1.84%) JSON Schema
7 13 (1.49%) .NET
7 13 (1.49%) Pandas
7 13 (1.49%) Web Services
8 12 (1.38%) REST
9 11 (1.26%) FIX Protocol
10 10 (1.15%) ADO
11 9 (1.03%) OAuth
11 9 (1.03%) React
12 8 (0.92%) Apache Camel
12 8 (0.92%) Spring Boot
13 7 (0.80%) scikit-learn
14 6 (0.69%) GraphQL
14 6 (0.69%) Node.js
Miscellaneous
1 56 (6.43%) Reference Data
2 38 (4.36%) Algorithms
3 36 (4.13%) Product Ownership
4 35 (4.02%) Data Structures
5 29 (3.33%) Data Protection Act
6 24 (2.76%) Management Information System
7 22 (2.53%) Onboarding
8 21 (2.41%) Derivative
8 21 (2.41%) Greenfield Project
9 16 (1.84%) Analytical Mindset
10 11 (1.26%) Fixed Income
11 10 (1.15%) Freedom of Information
11 10 (1.15%) Freedom of Information Act
12 9 (1.03%) Equities
12 9 (1.03%) Legacy Systems
12 9 (1.03%) Self-Motivation
13 8 (0.92%) Cloud Native
13 8 (0.92%) Enterprise Software
13 8 (0.92%) Reinsurance
13 8 (0.92%) Social Media
Operating Systems
1 33 (3.79%) Unix
2 14 (1.61%) Linux
2 14 (1.61%) Windows
3 1 (0.11%) Android
3 1 (0.11%) Apple iOS
3 1 (0.11%) VMS
Processes & Methodologies
1 242 (27.78%) Business Intelligence
2 222 (25.49%) ETL
3 193 (22.16%) Analytics
4 164 (18.83%) Agile
5 158 (18.14%) Data Governance
6 152 (17.45%) Data Integration
7 146 (16.76%) Data Architecture
8 132 (15.15%) Problem-Solving
9 107 (12.28%) Data Management
10 102 (11.71%) Data Analysis
11 101 (11.60%) Data Pipeline
12 98 (11.25%) Migration
13 93 (10.68%) Data Strategy
14 88 (10.10%) Visualisation
15 80 (9.18%) Stakeholder Management
16 74 (8.50%) Data Migration
17 71 (8.15%) Physical Data Model
18 70 (8.04%) Data Engineering
19 69 (7.92%) Computer Science
19 69 (7.92%) DevOps
Programming Languages
1 373 (42.82%) SQL
2 188 (21.58%) Python
3 54 (6.20%) Java
4 38 (4.36%) C#
5 26 (2.99%) Scala
6 25 (2.87%) T-SQL
7 23 (2.64%) PL/SQL
8 20 (2.30%) JavaScript
9 19 (2.18%) Data Analysis Expressions
9 19 (2.18%) R
10 13 (1.49%) TypeScript
11 10 (1.15%) Perl
11 10 (1.15%) PowerShell
12 5 (0.57%) XPath
13 4 (0.46%) VBA
13 4 (0.46%) XQuery
14 3 (0.34%) Apex Code
14 3 (0.34%) Bash
14 3 (0.34%) Shell Script
15 2 (0.23%) Lua
Qualifications
1 106 (12.17%) Security Cleared
2 94 (10.79%) SC Cleared
3 89 (10.22%) Degree
4 36 (4.13%) Computer Science Degree
5 14 (1.61%) Microsoft Certification
6 12 (1.38%) Master's Degree
7 11 (1.26%) BPSS Clearance
8 7 (0.80%) AWS Certification
9 6 (0.69%) Azure Certification
10 3 (0.34%) CBAP
11 2 (0.23%) DV Cleared
12 1 (0.11%) AWS Certified Solutions Architect
12 1 (0.11%) Numerate Degree
12 1 (0.11%) PMI Certification
12 1 (0.11%) PMP
12 1 (0.11%) SAP Certification
12 1 (0.11%) Siebel Certification
Quality Assurance & Compliance
1 187 (21.47%) Data Quality
2 35 (4.02%) QA
3 32 (3.67%) GDPR
4 9 (1.03%) EMIR
4 9 (1.03%) MiFID
4 9 (1.03%) SLA
5 8 (0.92%) IFRS
6 7 (0.80%) Accessibility
6 7 (0.80%) Dodd-Frank
6 7 (0.80%) IFRS 17
7 5 (0.57%) Solvency II
8 4 (0.46%) California Consumer Privacy Act
9 2 (0.23%) IFRS 9
10 1 (0.11%) Cyber Essentials
10 1 (0.11%) Cyber Essentials PLUS
10 1 (0.11%) Government Security Classifications
10 1 (0.11%) ISO/IEC 27001
10 1 (0.11%) ITGC
10 1 (0.11%) NIST
10 1 (0.11%) PMO
System Software
1 8 (0.92%) Docker
2 6 (0.69%) Active Directory
3 1 (0.11%) Cronacle
3 1 (0.11%) Virtual Machines
Systems Management
1 26 (2.99%) Terraform
2 16 (1.84%) Kubernetes
3 2 (0.23%) Active Directory Federation Services
4 1 (0.11%) Control-M
4 1 (0.11%) Ganglia
4 1 (0.11%) Grafana
4 1 (0.11%) ITRS Geneos
4 1 (0.11%) Jamf Pro
4 1 (0.11%) Rancher
4 1 (0.11%) Single Sign-On
Vendors
1 147 (16.88%) Microsoft
2 111 (12.74%) Oracle
3 90 (10.33%) Databricks
4 68 (7.81%) Sparx
5 56 (6.43%) SAP
6 37 (4.25%) Informatica
7 29 (3.33%) Salesforce
8 27 (3.10%) Google
9 18 (2.07%) ServiceNow
10 12 (1.38%) Bloomberg
10 12 (1.38%) IBM
11 11 (1.26%) ION Trading
11 11 (1.26%) MarketAxess
11 11 (1.26%) Tradeweb
12 10 (1.15%) Foundry
12 10 (1.15%) Palantir
13 6 (0.69%) Guidewire
13 6 (0.69%) Siebel
14 5 (0.57%) Adobe
15 4 (0.46%) Murex