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 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 39 66 64
Rank change year-on-year +27 -2 +1
Contract jobs citing Data Modelling 840 965 1,517
As % of all contract jobs advertised in London 4.81% 3.73% 3.93%
As % of the Processes & Methodologies category 5.43% 4.10% 4.26%
Number of daily rates quoted 622 691 1,068
10th Percentile £425 £420 £427
25th Percentile £475 £500 £512
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £724 £725
90th Percentile £825 £800 £800
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.58%
Number of hourly rates quoted 15 7 9
10th Percentile £35.00 £31.00 £43.05
25th Percentile £41.25 £43.13 £50.25
Median hourly rate £48.50 £55.00 £60.50
Median % change year-on-year -11.82% -9.09% +104.22%
75th Percentile £52.75 £64.00 £64.75
90th Percentile £60.37 £74.00 £78.18
England median hourly rate £45.00 £44.38 £60.50
% change year-on-year +1.41% -26.65% +164.31%

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 15,475 23,527 35,605
As % of all contract IT jobs advertised in London 88.65% 90.92% 92.33%
Number of daily rates quoted 11,094 16,975 26,024
10th Percentile £343 £375 £388
25th Percentile £450 £475 £475
Median daily rate (50th Percentile) £550 £593 £575
Median % change year-on-year -7.17% +3.04% +9.52%
75th Percentile £688 £700 £688
90th Percentile £800 £800 £775
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 307 269 415
10th Percentile £15.77 £18.40 £17.55
25th Percentile £20.00 £22.49 £24.25
Median hourly rate £27.84 £37.34 £37.50
Median % change year-on-year -25.44% -0.43% +14.77%
75th Percentile £48.75 £64.25 £51.61
90th Percentile £66.85 £82.30 £68.75
England median hourly rate £36.50 £36.00 £25.00
% change year-on-year +1.39% +44.00% +7.71%

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 16 May 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 16 May 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 16 May 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 +8 108 £575 -8.00% 34
West London +16 14 £525 +16.67% 4
East London -1 11 £436 -40.27% 8
South London +4 6 £475 -9.52% 1
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 (3.10%) Apache Airflow
2 24 (2.86%) SharePoint
3 19 (2.26%) Apache Spark
4 18 (2.14%) Confluence
5 15 (1.79%) Apache
6 7 (0.83%) Oracle Workflow
7 4 (0.48%) Jupyter
7 4 (0.48%) SAS
8 1 (0.12%) BizTalk Server
8 1 (0.12%) CMS
8 1 (0.12%) IIS
8 1 (0.12%) JBoss
8 1 (0.12%) Microsoft Exchange
8 1 (0.12%) Tomcat
8 1 (0.12%) WildFly
Applications
1 42 (5.00%) MS Visio
2 37 (4.40%) Microsoft Excel
3 22 (2.62%) Microsoft PowerPoint
4 7 (0.83%) Microsoft Office
5 6 (0.71%) Microsoft Project
6 3 (0.36%) Spreadsheet
Business Applications
1 41 (4.88%) Sparx Enterprise Architect
2 27 (3.21%) Dynamics CRM
3 8 (0.95%) SAP S/4HANA
4 6 (0.71%) ION MarketView
5 4 (0.48%) Loan IQ
5 4 (0.48%) Oracle Financials
5 4 (0.48%) Siebel CRM
6 3 (0.36%) MIS ActiveH
6 3 (0.36%) NEC Housing
6 3 (0.36%) Oracle EBS
6 3 (0.36%) Shopify
7 2 (0.24%) Adobe Campaign
7 2 (0.24%) Oracle ERP
7 2 (0.24%) Unica
8 1 (0.12%) BigMachines
8 1 (0.12%) Dynamics NAV
8 1 (0.12%) HFM
8 1 (0.12%) NetSuite
8 1 (0.12%) SAP HCM
8 1 (0.12%) SAP Payroll
Cloud Services
1 228 (27.14%) Azure
2 171 (20.36%) Power Platform
3 112 (13.33%) AWS
4 56 (6.67%) Azure Data Factory
5 45 (5.36%) GCP
6 40 (4.76%) Azure Synapse Analytics
7 38 (4.52%) Serverless
8 35 (4.17%) Dynamics 365
9 32 (3.81%) Snowflake
10 31 (3.69%) AWS Lambda
11 23 (2.74%) Collibra
12 21 (2.50%) Azure DevOps
13 19 (2.26%) dbt
14 18 (2.14%) Power Automate
15 17 (2.02%) PowerApps
16 15 (1.79%) Amazon S3
16 15 (1.79%) AWS Step Functions
17 14 (1.67%) SaaS
18 13 (1.55%) Amazon MSK
18 13 (1.55%) OCI
Communications & Networking
1 11 (1.31%) FIX Connectivity
2 6 (0.71%) Internet
3 5 (0.60%) Firewall
3 5 (0.60%) Network Security
4 2 (0.24%) FTP
4 2 (0.24%) VPN
5 1 (0.12%) DNS
5 1 (0.12%) Ethernet
5 1 (0.12%) SSL
Database & Business Intelligence
1 235 (27.98%) Data Warehouse
2 161 (19.17%) Power BI
3 93 (11.07%) NoSQL
4 88 (10.48%) Metadata
4 88 (10.48%) SQL Server
5 78 (9.29%) Big Data
6 66 (7.86%) Data Lake
7 54 (6.43%) Tableau
8 53 (6.31%) Relational Database
9 48 (5.71%) Data Vault
10 32 (3.81%) SQL Server Integration Services
11 30 (3.57%) Azure SQL Database
11 30 (3.57%) BigQuery
11 30 (3.57%) Metadata Repository
12 29 (3.45%) Amazon Redshift
12 29 (3.45%) PostgreSQL
13 24 (2.86%) Parquet
14 23 (2.74%) RDBMS
15 20 (2.38%) DynamoDB
16 17 (2.02%) Amazon RDS
Development Applications
1 39 (4.64%) ERwin
2 37 (4.40%) JIRA
3 17 (2.02%) Git
4 13 (1.55%) ER Studio
5 11 (1.31%) TeamCity
6 8 (0.95%) Eclipse
6 8 (0.95%) Selenium
7 7 (0.83%) JMeter
7 7 (0.83%) SQL Server Management Studio (SSMS)
8 5 (0.60%) MLflow
8 5 (0.60%) Team Foundation Server
9 4 (0.48%) Deequ
10 3 (0.36%) Jenkins
11 2 (0.24%) Cypress.io
11 2 (0.24%) Oracle APEX
11 2 (0.24%) PowerDesigner
11 2 (0.24%) Visual Studio
11 2 (0.24%) webpack
12 1 (0.12%) Ant
12 1 (0.12%) JUnit
General
1 244 (29.05%) Finance
2 204 (24.29%) Social Skills
3 159 (18.93%) Analytical Skills
4 87 (10.36%) Public Sector
5 58 (6.90%) Banking
6 54 (6.43%) Marketing
7 37 (4.40%) Front Office
8 34 (4.05%) Manufacturing
9 29 (3.45%) Electronics
9 29 (3.45%) Telecoms
10 28 (3.33%) Presentation Skills
11 27 (3.21%) Retail
12 23 (2.74%) Publishing
13 17 (2.02%) Inclusion and Diversity
14 13 (1.55%) Back Office
15 12 (1.43%) Financial Institution
15 12 (1.43%) Influencing Skills
16 11 (1.31%) Investment Banking
17 8 (0.95%) Pharmaceutical
18 5 (0.60%) General Ledger
Job Titles
1 228 (27.14%) Architect
2 167 (19.88%) Data Architect
3 153 (18.21%) Data Engineer
4 133 (15.83%) Analyst
5 90 (10.71%) Developer
6 84 (10.00%) Senior
7 63 (7.50%) Data Modeller
8 62 (7.38%) Business Analyst
9 58 (6.90%) Data Analyst
10 44 (5.24%) Lead
11 42 (5.00%) Consultant
12 29 (3.45%) Azure Engineer
13 26 (3.10%) Project Manager
13 26 (3.10%) Solutions Architect
14 25 (2.98%) Azure Data Engineer
14 25 (2.98%) Chief Architect
14 25 (2.98%) Chief Data Architect
14 25 (2.98%) Enterprise Architect
15 23 (2.74%) Data Scientist
16 20 (2.38%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 48 (5.71%) JSON
2 39 (4.64%) PySpark
3 36 (4.29%) XML
4 24 (2.86%) Apache Avro
5 17 (2.02%) JSON Schema
5 17 (2.02%) Middleware
6 15 (1.79%) Kafka
6 15 (1.79%) Web Services
7 13 (1.55%) Pandas
8 12 (1.43%) REST
9 11 (1.31%) FIX Protocol
10 10 (1.19%) .NET
10 10 (1.19%) ADO
11 9 (1.07%) OAuth
11 9 (1.07%) React
12 8 (0.95%) scikit-learn
12 8 (0.95%) Spring Boot
13 6 (0.71%) ARM Templates
13 6 (0.71%) GraphQL
13 6 (0.71%) Node.js
Miscellaneous
1 57 (6.79%) Reference Data
2 39 (4.64%) Product Ownership
3 36 (4.29%) Data Structures
4 34 (4.05%) Algorithms
5 30 (3.57%) Data Protection Act
6 26 (3.10%) Management Information System
7 23 (2.74%) Onboarding
8 21 (2.50%) Derivative
9 20 (2.38%) Greenfield Project
10 16 (1.90%) Analytical Mindset
11 11 (1.31%) Fixed Income
11 11 (1.31%) Self-Motivation
12 10 (1.19%) CMDB
12 10 (1.19%) Freedom of Information
12 10 (1.19%) Freedom of Information Act
12 10 (1.19%) Legacy Systems
13 9 (1.07%) Equities
13 9 (1.07%) Wiki
14 8 (0.95%) Cloud Native
14 8 (0.95%) Reinsurance
Operating Systems
1 33 (3.93%) Unix
2 8 (0.95%) Linux
2 8 (0.95%) Windows
3 1 (0.12%) Android
3 1 (0.12%) Apple iOS
3 1 (0.12%) VMS
Processes & Methodologies
1 238 (28.33%) Business Intelligence
2 214 (25.48%) ETL
3 191 (22.74%) Analytics
4 170 (20.24%) Data Governance
5 161 (19.17%) Agile
6 152 (18.10%) Data Integration
7 143 (17.02%) Data Architecture
8 130 (15.48%) Problem-Solving
9 104 (12.38%) Data Pipeline
10 103 (12.26%) Data Management
11 100 (11.90%) Data Analysis
12 96 (11.43%) Migration
13 89 (10.60%) Data Strategy
14 84 (10.00%) Visualisation
15 78 (9.29%) Stakeholder Management
16 76 (9.05%) Computer Science
17 75 (8.93%) Data Migration
18 73 (8.69%) Physical Data Model
19 70 (8.33%) DevOps
20 68 (8.10%) Data Engineering
Programming Languages
1 357 (42.50%) SQL
2 183 (21.79%) Python
3 48 (5.71%) Java
4 38 (4.52%) C#
5 27 (3.21%) Scala
6 25 (2.98%) T-SQL
7 24 (2.86%) JavaScript
8 23 (2.74%) PL/SQL
9 20 (2.38%) Data Analysis Expressions
10 15 (1.79%) R
11 13 (1.55%) TypeScript
12 10 (1.19%) Perl
13 8 (0.95%) PowerShell
14 5 (0.60%) XPath
15 4 (0.48%) Bash
15 4 (0.48%) XQuery
16 3 (0.36%) Apex Code
16 3 (0.36%) Shell Script
16 3 (0.36%) VBA
17 2 (0.24%) Lua
Qualifications
1 100 (11.90%) Security Cleared
2 95 (11.31%) Degree
3 90 (10.71%) SC Cleared
4 42 (5.00%) Computer Science Degree
5 17 (2.02%) Microsoft Certification
6 14 (1.67%) Master's Degree
7 10 (1.19%) BPSS Clearance
8 7 (0.83%) AWS Certification
8 7 (0.83%) Azure Certification
9 4 (0.48%) CBAP
10 2 (0.24%) DV Cleared
10 2 (0.24%) PMI Certification
10 2 (0.24%) PMP
11 1 (0.12%) APMP
11 1 (0.12%) AWS Certified Solutions Architect
11 1 (0.12%) Numerate Degree
11 1 (0.12%) SAP Certification
11 1 (0.12%) Siebel Certification
Quality Assurance & Compliance
1 195 (23.21%) Data Quality
2 38 (4.52%) QA
3 32 (3.81%) GDPR
4 9 (1.07%) EMIR
4 9 (1.07%) MiFID
5 8 (0.95%) SLA
6 7 (0.83%) Accessibility
6 7 (0.83%) Dodd-Frank
7 6 (0.71%) IFRS
7 6 (0.71%) IFRS 17
8 5 (0.60%) PCI DSS
8 5 (0.60%) Solvency II
9 4 (0.48%) California Consumer Privacy Act
9 4 (0.48%) ISO 20022
10 1 (0.12%) Cyber Essentials
10 1 (0.12%) Cyber Essentials PLUS
10 1 (0.12%) IFRS 9
10 1 (0.12%) NIST
10 1 (0.12%) P3O
10 1 (0.12%) PMO
System Software
1 9 (1.07%) Docker
2 5 (0.60%) Active Directory
3 1 (0.12%) Cronacle
Systems Management
1 25 (2.98%) Terraform
2 17 (2.02%) Kubernetes
3 7 (0.83%) 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
5 1 (0.12%) Single Sign-On
Vendors
1 146 (17.38%) Microsoft
2 97 (11.55%) Oracle
3 96 (11.43%) Databricks
4 64 (7.62%) SAP
5 63 (7.50%) Sparx
6 34 (4.05%) Informatica
7 23 (2.74%) Google
8 21 (2.50%) Salesforce
9 18 (2.14%) ServiceNow
10 12 (1.43%) Bloomberg
11 11 (1.31%) ION Trading
11 11 (1.31%) MarketAxess
11 11 (1.31%) Tradeweb
12 10 (1.19%) Foundry
12 10 (1.19%) Palantir
13 7 (0.83%) Guidewire
13 7 (0.83%) Nexthink
14 6 (0.71%) IBM
15 5 (0.60%) Adobe
15 5 (0.60%) Siebel