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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 42 66 67
Rank change year-on-year +24 +1 -4
Contract jobs citing Data Modelling 829 933 1,473
As % of all contract jobs advertised in London 4.73% 3.67% 3.81%
As % of the Processes & Methodologies category 5.36% 4.03% 4.13%
Number of daily rates quoted 608 657 1,035
10th Percentile £413 £420 £429
25th Percentile £475 £500 £513
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +11.11%
75th Percentile £700 £719 £728
90th Percentile £825 £800 £800
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +9.52%
Number of hourly rates quoted 14 6 10
10th Percentile £35.00 £30.00 £43.53
25th Percentile £41.25 £39.06 £50.63
Median hourly rate £48.00 £53.75 £60.00
Median % change year-on-year -10.70% -10.42% +218.94%
75th Percentile £51.75 £66.88 £64.00
90th Percentile £54.01 £75.00 £76.59
England median hourly rate £45.00 £36.25 £60.50
% change year-on-year +24.14% -40.08% +169.55%

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 15,465 23,124 35,641
As % of all contract IT jobs advertised in London 88.32% 90.91% 92.20%
Number of daily rates quoted 11,089 16,746 26,132
10th Percentile £340 £375 £390
25th Percentile £449 £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 £545
% change year-on-year -4.55% +0.92% +9.00%
Number of hourly rates quoted 320 264 402
10th Percentile £15.50 £18.00 £16.50
25th Percentile £20.00 £22.50 £23.91
Median hourly rate £28.00 £39.21 £35.50
Median % change year-on-year -28.59% +10.45% +8.07%
75th Percentile £48.75 £64.50 £50.00
90th Percentile £68.08 £82.50 £67.50
England median hourly rate £37.50 £37.32 £25.00
% change year-on-year +0.48% +49.28% +11.11%

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 June 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 1 June 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 1 June 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 +11 111 £575 -11.54% 36
West London +19 13 £525 +16.67% 12
East London -2 10 £488 -34.05% 4
South London +4 6 £475 - 1
North London - 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 25 (3.02%) Apache Spark
2 24 (2.90%) SharePoint
3 21 (2.53%) Apache Airflow
4 17 (2.05%) Apache
4 17 (2.05%) Confluence
5 7 (0.84%) Oracle Workflow
5 7 (0.84%) SAS
6 4 (0.48%) Jupyter
7 3 (0.36%) IIS
8 1 (0.12%) BizTalk Server
8 1 (0.12%) CMS
8 1 (0.12%) JBoss
8 1 (0.12%) Microsoft Exchange
8 1 (0.12%) nginx
8 1 (0.12%) Tomcat
8 1 (0.12%) WildFly
Applications
1 40 (4.83%) MS Visio
2 36 (4.34%) Microsoft Excel
3 21 (2.53%) Microsoft PowerPoint
4 8 (0.97%) Microsoft Office
5 6 (0.72%) Microsoft Project
6 3 (0.36%) Spreadsheet
7 1 (0.12%) SPSS
Business Applications
1 38 (4.58%) Sparx Enterprise Architect
2 26 (3.14%) Dynamics CRM
3 12 (1.45%) SAP S/4HANA
4 6 (0.72%) ION MarketView
5 5 (0.60%) MIS ActiveH
5 5 (0.60%) NEC Housing
6 4 (0.48%) Oracle Financials
6 4 (0.48%) Shopify
7 3 (0.36%) OPENHousing
7 3 (0.36%) Siebel CRM
8 2 (0.24%) Oracle ERP
9 1 (0.12%) HFM
9 1 (0.12%) IBM Planning Analytics
9 1 (0.12%) Loan IQ
9 1 (0.12%) NetSuite
9 1 (0.12%) Oracle EBS
9 1 (0.12%) SAP HCM
9 1 (0.12%) SAP MDG
9 1 (0.12%) SAP Payroll
9 1 (0.12%) Unica
Cloud Services
1 240 (28.95%) Azure
2 179 (21.59%) Power Platform
3 107 (12.91%) AWS
4 57 (6.88%) Azure Data Factory
5 46 (5.55%) Azure Synapse Analytics
6 44 (5.31%) GCP
7 37 (4.46%) Serverless
8 36 (4.34%) Snowflake
9 34 (4.10%) Dynamics 365
10 29 (3.50%) AWS Lambda
11 23 (2.77%) Azure DevOps
12 21 (2.53%) Collibra
13 20 (2.41%) dbt
14 18 (2.17%) Power Automate
15 17 (2.05%) Amazon S3
15 17 (2.05%) PowerApps
15 17 (2.05%) SaaS
16 15 (1.81%) AWS Step Functions
17 13 (1.57%) Amazon MSK
18 11 (1.33%) OCI
Communications & Networking
1 10 (1.21%) FIX Connectivity
2 6 (0.72%) Internet
3 5 (0.60%) Firewall
3 5 (0.60%) Network Security
4 2 (0.24%) FTP
5 1 (0.12%) DNS
5 1 (0.12%) Ethernet
5 1 (0.12%) VPN
Database & Business Intelligence
1 228 (27.50%) Data Warehouse
2 170 (20.51%) Power BI
3 98 (11.82%) NoSQL
4 91 (10.98%) SQL Server
5 86 (10.37%) Metadata
6 78 (9.41%) Big Data
7 74 (8.93%) Data Lake
8 64 (7.72%) Tableau
9 55 (6.63%) Relational Database
10 48 (5.79%) Data Vault
11 35 (4.22%) SQL Server Integration Services
12 32 (3.86%) Azure SQL Database
12 32 (3.86%) Metadata Repository
13 31 (3.74%) PostgreSQL
14 30 (3.62%) Amazon Redshift
15 29 (3.50%) BigQuery
16 24 (2.90%) Parquet
16 24 (2.90%) RDBMS
17 22 (2.65%) DynamoDB
18 19 (2.29%) Hadoop
Development Applications
1 38 (4.58%) JIRA
2 35 (4.22%) ERwin
3 22 (2.65%) Git
4 11 (1.33%) ER Studio
4 11 (1.33%) TeamCity
5 8 (0.97%) Selenium
6 7 (0.84%) JMeter
6 7 (0.84%) SQL Server Management Studio (SSMS)
7 5 (0.60%) Eclipse
7 5 (0.60%) MLflow
7 5 (0.60%) Team Foundation Server
8 4 (0.48%) Deequ
8 4 (0.48%) Jenkins
9 2 (0.24%) Cypress.io
9 2 (0.24%) Oracle APEX
9 2 (0.24%) PowerDesigner
9 2 (0.24%) Visual Studio
9 2 (0.24%) webpack
10 1 (0.12%) Ant
10 1 (0.12%) JUnit
General
1 242 (29.19%) Finance
2 203 (24.49%) Social Skills
3 161 (19.42%) Analytical Skills
4 84 (10.13%) Public Sector
5 60 (7.24%) Banking
6 51 (6.15%) Marketing
7 31 (3.74%) Front Office
7 31 (3.74%) Manufacturing
8 28 (3.38%) Presentation Skills
9 27 (3.26%) Retail
10 26 (3.14%) Electronics
10 26 (3.14%) Telecoms
11 22 (2.65%) Publishing
12 18 (2.17%) Influencing Skills
13 13 (1.57%) Financial Institution
13 13 (1.57%) Inclusion and Diversity
14 12 (1.45%) Back Office
14 12 (1.45%) Investment Banking
15 9 (1.09%) Pharmaceutical
16 5 (0.60%) General Ledger
Job Titles
1 211 (25.45%) Architect
2 156 (18.82%) Data Architect
2 156 (18.82%) Data Engineer
3 137 (16.53%) Analyst
4 87 (10.49%) Senior
5 86 (10.37%) Developer
6 66 (7.96%) Data Modeller
7 65 (7.84%) Data Analyst
8 60 (7.24%) Business Analyst
9 47 (5.67%) Lead
10 41 (4.95%) Consultant
11 29 (3.50%) Azure Engineer
12 27 (3.26%) Project Manager
13 26 (3.14%) Azure Data Engineer
14 25 (3.02%) Chief Architect
14 25 (3.02%) Chief Data Architect
15 22 (2.65%) Data Scientist
15 22 (2.65%) Solutions Architect
16 21 (2.53%) Enterprise Architect
17 19 (2.29%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 46 (5.55%) JSON
2 37 (4.46%) PySpark
3 35 (4.22%) XML
4 24 (2.90%) Apache Avro
5 18 (2.17%) Kafka
6 17 (2.05%) JSON Schema
7 16 (1.93%) Middleware
8 15 (1.81%) Web Services
9 13 (1.57%) Pandas
10 12 (1.45%) REST
11 10 (1.21%) ADO
11 10 (1.21%) FIX Protocol
12 9 (1.09%) .NET
12 9 (1.09%) OAuth
12 9 (1.09%) React
13 8 (0.97%) scikit-learn
13 8 (0.97%) Spring Boot
14 6 (0.72%) GraphQL
14 6 (0.72%) Node.js
14 6 (0.72%) TensorFlow
Miscellaneous
1 55 (6.63%) Reference Data
2 41 (4.95%) Product Ownership
3 35 (4.22%) Data Structures
4 32 (3.86%) Algorithms
5 29 (3.50%) Management Information System
6 26 (3.14%) Data Protection Act
7 23 (2.77%) Onboarding
8 20 (2.41%) Derivative
9 19 (2.29%) Greenfield Project
10 16 (1.93%) Analytical Mindset
11 14 (1.69%) Self-Motivation
12 10 (1.21%) CMDB
12 10 (1.21%) Fixed Income
12 10 (1.21%) Freedom of Information
12 10 (1.21%) Freedom of Information Act
13 8 (0.97%) Cloud Native
13 8 (0.97%) Legacy Systems
13 8 (0.97%) Reinsurance
14 7 (0.84%) Mobile App
15 6 (0.72%) Equities
Operating Systems
1 29 (3.50%) Unix
2 5 (0.60%) Linux
2 5 (0.60%) Windows
3 3 (0.36%) VMS
4 1 (0.12%) Android
4 1 (0.12%) Apple iOS
Processes & Methodologies
1 240 (28.95%) Business Intelligence
2 211 (25.45%) ETL
3 198 (23.88%) Analytics
4 168 (20.27%) Data Governance
5 167 (20.14%) Agile
6 141 (17.01%) Data Architecture
6 141 (17.01%) Data Integration
7 131 (15.80%) Problem-Solving
8 104 (12.55%) Data Pipeline
9 100 (12.06%) Data Management
10 99 (11.94%) Data Analysis
11 93 (11.22%) Migration
12 88 (10.62%) Visualisation
13 84 (10.13%) Data Strategy
14 77 (9.29%) Computer Science
15 74 (8.93%) DevOps
15 74 (8.93%) Stakeholder Management
16 70 (8.44%) Data Engineering
17 69 (8.32%) Data Migration
18 68 (8.20%) Physical Data Model
Programming Languages
1 350 (42.22%) SQL
2 183 (22.07%) Python
3 39 (4.70%) Java
4 31 (3.74%) C#
5 28 (3.38%) Scala
6 26 (3.14%) PL/SQL
6 26 (3.14%) T-SQL
7 24 (2.90%) JavaScript
8 20 (2.41%) Data Analysis Expressions
9 17 (2.05%) R
10 13 (1.57%) TypeScript
11 10 (1.21%) Perl
11 10 (1.21%) PowerShell
12 5 (0.60%) XPath
13 4 (0.48%) Bash
13 4 (0.48%) XQuery
14 3 (0.36%) C++
14 3 (0.36%) PHP
14 3 (0.36%) Shell Script
14 3 (0.36%) VBA
Qualifications
1 104 (12.55%) Degree
2 98 (11.82%) Security Cleared
3 88 (10.62%) SC Cleared
4 41 (4.95%) Computer Science Degree
5 17 (2.05%) Microsoft Certification
6 16 (1.93%) Master's Degree
7 10 (1.21%) BPSS Clearance
8 8 (0.97%) Azure Certification
9 6 (0.72%) AWS Certification
10 5 (0.60%) CBAP
11 3 (0.36%) Numerate Degree
11 3 (0.36%) PMI Certification
11 3 (0.36%) PMP
12 2 (0.24%) APMP
12 2 (0.24%) DV Cleared
13 1 (0.12%) CRISC
13 1 (0.12%) IIBA
13 1 (0.12%) ISEB
13 1 (0.12%) SAP Certification
13 1 (0.12%) Siebel Certification
Quality Assurance & Compliance
1 202 (24.37%) Data Quality
2 38 (4.58%) QA
3 29 (3.50%) GDPR
4 9 (1.09%) Accessibility
5 8 (0.97%) EMIR
5 8 (0.97%) MiFID
6 7 (0.84%) SLA
7 6 (0.72%) Dodd-Frank
7 6 (0.72%) IFRS
7 6 (0.72%) IFRS 17
8 5 (0.60%) PCI DSS
8 5 (0.60%) Solvency II
9 4 (0.48%) ISO 20022
10 3 (0.36%) California Consumer Privacy Act
11 2 (0.24%) ISO/IEC 27001
11 2 (0.24%) P3O
12 1 (0.12%) Cyber Essentials
12 1 (0.12%) Government Security Classifications
12 1 (0.12%) IFRS 9
12 1 (0.12%) Sarbanes-Oxley
System Software
1 10 (1.21%) Docker
2 6 (0.72%) Active Directory
3 2 (0.24%) HDFS
4 1 (0.12%) Cronacle
Systems Management
1 26 (3.14%) Terraform
2 19 (2.29%) Kubernetes
3 7 (0.84%) Jamf Pro
4 2 (0.24%) Active Directory Federation Services
5 1 (0.12%) Control-M
5 1 (0.12%) Ganglia
5 1 (0.12%) Grafana
5 1 (0.12%) ITRS Geneos
5 1 (0.12%) Rancher
Vendors
1 143 (17.25%) Microsoft
2 94 (11.34%) Oracle
3 91 (10.98%) Databricks
4 71 (8.56%) SAP
5 58 (7.00%) Sparx
6 32 (3.86%) Informatica
7 25 (3.02%) Salesforce
8 22 (2.65%) Google
9 20 (2.41%) ServiceNow
10 11 (1.33%) Bloomberg
10 11 (1.33%) Foundry
10 11 (1.33%) Palantir
11 10 (1.21%) ION Trading
11 10 (1.21%) MarketAxess
11 10 (1.21%) Tradeweb
12 8 (0.97%) Guidewire
13 7 (0.84%) Nexthink
14 6 (0.72%) Alteryx
15 5 (0.60%) Cloudera
15 5 (0.60%) Snow