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

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 38 64 66
Rank change year-on-year +26 +2 -2
Contract jobs citing Data Modelling 841 967 1,513
As % of all contract jobs advertised in London 4.81% 3.72% 3.91%
As % of the Processes & Methodologies category 5.43% 4.09% 4.24%
Number of daily rates quoted 620 693 1,063
10th Percentile £425 £420 £425
25th Percentile £475 £500 £513
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £720 £725
90th Percentile £825 £800 £800
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.15%
Number of hourly rates quoted 15 7 10
10th Percentile £35.00 £31.00 £43.53
25th Percentile £41.25 £43.13 £50.63
Median hourly rate £48.50 £55.00 £60.00
Median % change year-on-year -11.82% -8.33% +102.53%
75th Percentile £52.75 £64.00 £64.00
90th Percentile £60.37 £74.00 £76.59
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 15,486 23,649 35,686
As % of all contract IT jobs advertised in London 88.63% 90.88% 92.27%
Number of daily rates quoted 11,107 17,073 26,082
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 £681 £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 307 267 418
10th Percentile £15.77 £18.30 £17.21
25th Percentile £20.00 £22.45 £23.91
Median hourly rate £27.84 £37.34 £36.41
Median % change year-on-year -25.44% +2.55% +12.03%
75th Percentile £48.75 £63.88 £51.00
90th Percentile £66.85 £82.50 £67.69
England median hourly rate £36.50 £37.15 £25.00
% change year-on-year -1.75% +48.60% +8.70%

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 19 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 19 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 19 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 +17 109 £575 -8.00% 35
West London +17 14 £525 +16.67% 4
East London -1 11 £436 -41.08% 55
South London +3 6 £475 -7.32% 2
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 26 (3.09%) Apache Airflow
2 24 (2.85%) SharePoint
3 20 (2.38%) Apache Spark
4 19 (2.26%) Confluence
5 15 (1.78%) 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 (4.99%) 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%) Shopify
5 4 (0.48%) Siebel CRM
6 3 (0.36%) MIS ActiveH
6 3 (0.36%) NEC Housing
7 2 (0.24%) Adobe Campaign
7 2 (0.24%) Oracle EBS
7 2 (0.24%) Oracle ERP
7 2 (0.24%) Unica
8 1 (0.12%) Dynamics NAV
8 1 (0.12%) HFM
8 1 (0.12%) NetSuite
8 1 (0.12%) OPENHousing
8 1 (0.12%) SAP HCM
8 1 (0.12%) SAP Payroll
Cloud Services
1 231 (27.47%) Azure
2 174 (20.69%) Power Platform
3 112 (13.32%) AWS
4 57 (6.78%) Azure Data Factory
5 45 (5.35%) GCP
6 41 (4.88%) Azure Synapse Analytics
7 38 (4.52%) Serverless
8 35 (4.16%) Dynamics 365
9 32 (3.80%) Snowflake
10 31 (3.69%) AWS Lambda
11 23 (2.73%) Collibra
12 22 (2.62%) Azure DevOps
13 20 (2.38%) dbt
14 18 (2.14%) Power Automate
15 17 (2.02%) PowerApps
16 15 (1.78%) Amazon S3
16 15 (1.78%) AWS Step Functions
17 14 (1.66%) 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 (0.59%) Firewall
3 5 (0.59%) 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 (27.94%) Data Warehouse
2 164 (19.50%) Power BI
3 93 (11.06%) NoSQL
4 88 (10.46%) SQL Server
5 87 (10.34%) Metadata
6 78 (9.27%) Big Data
7 67 (7.97%) Data Lake
8 56 (6.66%) Tableau
9 53 (6.30%) Relational Database
10 49 (5.83%) Data Vault
11 32 (3.80%) SQL Server Integration Services
12 30 (3.57%) Azure SQL Database
12 30 (3.57%) BigQuery
12 30 (3.57%) Metadata Repository
13 29 (3.45%) Amazon Redshift
13 29 (3.45%) PostgreSQL
14 24 (2.85%) Parquet
15 23 (2.73%) RDBMS
16 20 (2.38%) DynamoDB
17 17 (2.02%) Amazon RDS
Development Applications
1 40 (4.76%) JIRA
2 38 (4.52%) ERwin
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 (0.59%) MLflow
8 5 (0.59%) 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
1 245 (29.13%) Finance
2 204 (24.26%) Social Skills
3 160 (19.02%) Analytical Skills
4 86 (10.23%) Public Sector
5 58 (6.90%) Banking
6 54 (6.42%) Marketing
7 37 (4.40%) Front Office
8 33 (3.92%) Manufacturing
9 28 (3.33%) Electronics
9 28 (3.33%) Presentation Skills
9 28 (3.33%) Telecoms
10 27 (3.21%) Retail
11 23 (2.73%) Publishing
12 17 (2.02%) Inclusion and Diversity
13 13 (1.55%) Back Office
14 12 (1.43%) Financial Institution
14 12 (1.43%) Influencing Skills
15 11 (1.31%) Investment Banking
16 8 (0.95%) Pharmaceutical
17 5 (0.59%) General Ledger
Job Titles
1 226 (26.87%) Architect
2 165 (19.62%) Data Architect
3 154 (18.31%) Data Engineer
4 136 (16.17%) Analyst
5 90 (10.70%) Developer
6 84 (9.99%) Senior
7 63 (7.49%) Business Analyst
7 63 (7.49%) Data Modeller
8 61 (7.25%) Data Analyst
9 44 (5.23%) Lead
10 42 (4.99%) Consultant
11 29 (3.45%) Azure Engineer
12 26 (3.09%) Project Manager
12 26 (3.09%) Solutions Architect
13 25 (2.97%) Azure Data Engineer
13 25 (2.97%) Chief Architect
13 25 (2.97%) Chief Data Architect
14 24 (2.85%) Enterprise Architect
15 23 (2.73%) 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 (4.28%) XML
4 24 (2.85%) Apache Avro
5 17 (2.02%) JSON Schema
5 17 (2.02%) Middleware
6 15 (1.78%) Kafka
6 15 (1.78%) 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%) GraphQL
13 6 (0.71%) Node.js
13 6 (0.71%) YAML
Miscellaneous
1 57 (6.78%) Reference Data
2 39 (4.64%) Product Ownership
3 36 (4.28%) Data Structures
4 33 (3.92%) Algorithms
5 29 (3.45%) Data Protection Act
6 26 (3.09%) Management Information System
7 23 (2.73%) 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
14 8 (0.95%) Cloud Native
14 8 (0.95%) Reinsurance
14 8 (0.95%) Wiki
Operating Systems
1 33 (3.92%) 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
1 239 (28.42%) Business Intelligence
2 214 (25.45%) ETL
3 191 (22.71%) Analytics
4 169 (20.10%) Data Governance
5 164 (19.50%) Agile
6 152 (18.07%) Data Integration
7 143 (17.00%) Data Architecture
8 131 (15.58%) Problem-Solving
9 104 (12.37%) Data Pipeline
10 102 (12.13%) Data Management
11 101 (12.01%) Data Analysis
12 96 (11.41%) Migration
13 88 (10.46%) Data Strategy
14 86 (10.23%) Visualisation
15 78 (9.27%) Computer Science
15 78 (9.27%) Stakeholder Management
16 75 (8.92%) Data Migration
17 73 (8.68%) DevOps
18 72 (8.56%) Physical Data Model
19 70 (8.32%) Data Engineering
Programming Languages
1 360 (42.81%) SQL
2 186 (22.12%) Python
3 48 (5.71%) Java
4 38 (4.52%) C#
5 27 (3.21%) Scala
6 25 (2.97%) T-SQL
7 24 (2.85%) JavaScript
8 23 (2.73%) PL/SQL
9 20 (2.38%) Data Analysis Expressions
10 15 (1.78%) R
11 13 (1.55%) TypeScript
12 10 (1.19%) Perl
13 8 (0.95%) PowerShell
14 5 (0.59%) 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 (11.89%) Security Cleared
2 97 (11.53%) Degree
3 90 (10.70%) SC Cleared
4 44 (5.23%) Computer Science Degree
5 17 (2.02%) Microsoft Certification
6 16 (1.90%) 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
11 1 (0.12%) SnowPro
Quality Assurance & Compliance
1 194 (23.07%) Data Quality
2 38 (4.52%) QA
3 31 (3.69%) 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 (0.59%) PCI DSS
8 5 (0.59%) 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%) Government Security Classifications
10 1 (0.12%) IFRS 9
10 1 (0.12%) P3O
10 1 (0.12%) PMO
System Software
1 9 (1.07%) Docker
2 5 (0.59%) Active Directory
3 1 (0.12%) Cronacle
Systems Management
1 26 (3.09%) 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 (17.36%) Microsoft
2 97 (11.53%) Oracle
3 96 (11.41%) Databricks
4 64 (7.61%) SAP
5 62 (7.37%) Sparx
6 33 (3.92%) Informatica
7 23 (2.73%) Google
8 22 (2.62%) 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%) Adobe
14 6 (0.71%) IBM
15 5 (0.59%) Siebel