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

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 45 63 69
Rank change year-on-year +18 +6 -4
Contract jobs citing Data Modelling 817 943 1,461
As % of all contract jobs advertised in London 4.65% 3.74% 3.75%
As % of the Processes & Methodologies category 5.27% 4.11% 4.07%
Number of daily rates quoted 602 659 1,024
10th Percentile £413 £415 £427
25th Percentile £475 £500 £513
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +11.63%
75th Percentile £695 £717 £738
90th Percentile £824 £800 £813
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +9.52%
Number of hourly rates quoted 14 6 11
10th Percentile £35.00 £30.00 £44.00
25th Percentile £41.25 £39.06 £51.00
Median hourly rate £48.00 £53.75 £60.50
Median % change year-on-year -10.70% -11.16% +221.59%
75th Percentile £51.75 £66.88 £65.25
90th Percentile £54.01 £75.00 £75.00
England median hourly rate £43.75 £36.25 £60.50
% change year-on-year +20.69% -40.08% +158.05%

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 15,493 22,950 35,915
As % of all contract IT jobs advertised in London 88.26% 90.92% 92.18%
Number of daily rates quoted 11,091 16,613 26,332
10th Percentile £340 £375 £390
25th Percentile £445 £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 £548
% change year-on-year -4.55% +0.46% +9.50%
Number of hourly rates quoted 317 266 397
10th Percentile £15.50 £18.00 £17.00
25th Percentile £20.00 £22.49 £23.91
Median hourly rate £28.50 £39.00 £36.00
Median % change year-on-year -26.92% +8.33% +5.29%
75th Percentile £48.75 £63.94 £51.75
90th Percentile £68.30 £82.38 £67.50
England median hourly rate £37.50 £36.00 £25.50
% change year-on-year +4.17% +41.18% +13.33%

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 8 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 8 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 8 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 +7 109 £563 -13.46% 36
West London +19 11 £525 +16.67% 12
East London 0 9 £540 -27.03% 7
South London +5 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 26 (3.18%) Apache Spark
2 25 (3.06%) SharePoint
3 20 (2.45%) Apache Airflow
4 18 (2.20%) Apache
5 17 (2.08%) Confluence
6 7 (0.86%) Oracle Workflow
6 7 (0.86%) SAS
7 4 (0.49%) Jupyter
8 3 (0.37%) IIS
9 1 (0.12%) BizTalk Server
9 1 (0.12%) CMS
9 1 (0.12%) JBoss
9 1 (0.12%) Microsoft Exchange
9 1 (0.12%) nginx
9 1 (0.12%) Tomcat
9 1 (0.12%) WildFly
Applications
1 37 (4.53%) MS Visio
2 34 (4.16%) Microsoft Excel
3 19 (2.33%) Microsoft PowerPoint
4 7 (0.86%) Microsoft Office
5 4 (0.49%) Microsoft Project
5 4 (0.49%) Spreadsheet
6 1 (0.12%) SPSS
Business Applications
1 37 (4.53%) Sparx Enterprise Architect
2 26 (3.18%) Dynamics CRM
3 14 (1.71%) SAP S/4HANA
4 5 (0.61%) ION MarketView
4 5 (0.61%) MIS ActiveH
4 5 (0.61%) NEC Housing
5 4 (0.49%) Oracle Financials
5 4 (0.49%) Shopify
6 3 (0.37%) OPENHousing
6 3 (0.37%) Siebel CRM
7 2 (0.24%) Oracle ERP
8 1 (0.12%) Adobe Campaign
8 1 (0.12%) BigMachines
8 1 (0.12%) IBM Planning Analytics
8 1 (0.12%) Loan IQ
8 1 (0.12%) NetSuite
8 1 (0.12%) SAP HCM
8 1 (0.12%) SAP Payroll
8 1 (0.12%) Unica
8 1 (0.12%) Workday HCM
Cloud Services
1 248 (30.35%) Azure
2 175 (21.42%) Power Platform
3 109 (13.34%) AWS
4 56 (6.85%) Azure Data Factory
5 47 (5.75%) Azure Synapse Analytics
6 42 (5.14%) GCP
7 36 (4.41%) Snowflake
8 35 (4.28%) Serverless
9 32 (3.92%) Dynamics 365
10 29 (3.55%) AWS Lambda
11 21 (2.57%) Azure DevOps
11 21 (2.57%) dbt
12 18 (2.20%) Collibra
12 18 (2.20%) Power Automate
13 17 (2.08%) Amazon S3
13 17 (2.08%) PowerApps
13 17 (2.08%) SaaS
14 15 (1.84%) AWS Step Functions
15 13 (1.59%) Amazon MSK
15 13 (1.59%) GitHub
Communications & Networking
1 9 (1.10%) FIX Connectivity
2 6 (0.73%) Internet
3 5 (0.61%) Firewall
3 5 (0.61%) Network Security
4 2 (0.24%) Ethernet
4 2 (0.24%) FTP
5 1 (0.12%) DNS
5 1 (0.12%) VPN
Database & Business Intelligence
1 227 (27.78%) Data Warehouse
2 167 (20.44%) Power BI
3 104 (12.73%) NoSQL
4 91 (11.14%) SQL Server
5 82 (10.04%) Metadata
6 78 (9.55%) Big Data
7 75 (9.18%) Data Lake
8 64 (7.83%) Tableau
9 56 (6.85%) Relational Database
10 48 (5.88%) Data Vault
11 34 (4.16%) SQL Server Integration Services
12 32 (3.92%) Metadata Repository
12 32 (3.92%) PostgreSQL
13 31 (3.79%) Azure SQL Database
14 30 (3.67%) Amazon Redshift
15 27 (3.30%) BigQuery
16 24 (2.94%) Parquet
16 24 (2.94%) RDBMS
17 22 (2.69%) DynamoDB
18 20 (2.45%) Hadoop
Development Applications
1 38 (4.65%) JIRA
2 33 (4.04%) ERwin
3 23 (2.82%) Git
4 10 (1.22%) ER Studio
4 10 (1.22%) TeamCity
5 9 (1.10%) Selenium
6 7 (0.86%) JMeter
6 7 (0.86%) SQL Server Management Studio (SSMS)
7 5 (0.61%) Eclipse
7 5 (0.61%) MLflow
7 5 (0.61%) Team Foundation Server
8 4 (0.49%) Deequ
8 4 (0.49%) Jenkins
9 2 (0.24%) Cypress.io
9 2 (0.24%) Oracle APEX
9 2 (0.24%) PowerDesigner
9 2 (0.24%) webpack
10 1 (0.12%) Ant
10 1 (0.12%) JUnit
10 1 (0.12%) Visual Studio
General
1 236 (28.89%) Finance
2 203 (24.85%) Social Skills
3 157 (19.22%) Analytical Skills
4 82 (10.04%) Public Sector
5 62 (7.59%) Banking
6 49 (6.00%) Marketing
7 29 (3.55%) Manufacturing
8 27 (3.30%) Front Office
8 27 (3.30%) Presentation Skills
8 27 (3.30%) Retail
9 26 (3.18%) Telecoms
10 25 (3.06%) Electronics
11 22 (2.69%) Publishing
12 20 (2.45%) Influencing Skills
13 14 (1.71%) Inclusion and Diversity
14 13 (1.59%) Financial Institution
14 13 (1.59%) Investment Banking
15 11 (1.35%) Back Office
16 8 (0.98%) Pharmaceutical
17 5 (0.61%) Law
Job Titles
1 209 (25.58%) Architect
2 155 (18.97%) Data Engineer
3 152 (18.60%) Data Architect
4 135 (16.52%) Analyst
5 91 (11.14%) Senior
6 83 (10.16%) Developer
7 67 (8.20%) Data Modeller
8 62 (7.59%) Data Analyst
9 60 (7.34%) Business Analyst
10 50 (6.12%) Lead
11 39 (4.77%) Consultant
12 27 (3.30%) Azure Engineer
12 27 (3.30%) Project Manager
13 25 (3.06%) Azure Data Engineer
13 25 (3.06%) Chief Architect
13 25 (3.06%) Chief Data Architect
14 22 (2.69%) Solutions Architect
15 21 (2.57%) Data Scientist
16 20 (2.45%) Senior Analyst
17 19 (2.33%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 46 (5.63%) JSON
2 38 (4.65%) PySpark
3 34 (4.16%) XML
4 24 (2.94%) Apache Avro
5 17 (2.08%) JSON Schema
5 17 (2.08%) Kafka
6 16 (1.96%) Middleware
6 16 (1.96%) REST
7 14 (1.71%) Web Services
8 12 (1.47%) Pandas
9 10 (1.22%) ADO
9 10 (1.22%) React
10 9 (1.10%) .NET
10 9 (1.10%) FIX Protocol
10 9 (1.10%) OAuth
11 8 (0.98%) Spring Boot
12 7 (0.86%) GraphQL
12 7 (0.86%) scikit-learn
13 6 (0.73%) Node.js
13 6 (0.73%) YAML
Miscellaneous
1 55 (6.73%) Reference Data
2 41 (5.02%) Product Ownership
3 34 (4.16%) Data Structures
4 29 (3.55%) Algorithms
4 29 (3.55%) Management Information System
5 25 (3.06%) Data Protection Act
6 23 (2.82%) Onboarding
7 18 (2.20%) Derivative
7 18 (2.20%) Greenfield Project
8 15 (1.84%) Self-Motivation
9 14 (1.71%) Analytical Mindset
10 10 (1.22%) CMDB
10 10 (1.22%) Freedom of Information
10 10 (1.22%) Freedom of Information Act
11 9 (1.10%) Fixed Income
12 8 (0.98%) Legacy Systems
12 8 (0.98%) Reinsurance
13 7 (0.86%) Cloud Native
13 7 (0.86%) Mobile App
14 6 (0.73%) Distributed Computing
Operating Systems
1 27 (3.30%) Unix
2 5 (0.61%) Linux
2 5 (0.61%) Windows
3 3 (0.37%) VMS
4 1 (0.12%) Android
4 1 (0.12%) Apple iOS
Processes & Methodologies
1 234 (28.64%) Business Intelligence
2 209 (25.58%) ETL
3 199 (24.36%) Analytics
4 174 (21.30%) Agile
5 165 (20.20%) Data Governance
6 142 (17.38%) Data Architecture
7 136 (16.65%) Data Integration
8 131 (16.03%) Problem-Solving
9 109 (13.34%) Data Pipeline
10 100 (12.24%) Data Management
11 97 (11.87%) Data Analysis
12 91 (11.14%) Visualisation
13 88 (10.77%) Migration
14 80 (9.79%) Data Strategy
15 76 (9.30%) Computer Science
16 73 (8.94%) Stakeholder Management
17 70 (8.57%) Data Engineering
17 70 (8.57%) DevOps
18 67 (8.20%) Physical Data Model
19 66 (8.08%) Data Science
Programming Languages
1 344 (42.11%) SQL
2 181 (22.15%) Python
3 36 (4.41%) Java
4 28 (3.43%) C#
4 28 (3.43%) Scala
5 25 (3.06%) PL/SQL
5 25 (3.06%) T-SQL
6 24 (2.94%) JavaScript
7 20 (2.45%) Data Analysis Expressions
8 16 (1.96%) R
9 13 (1.59%) TypeScript
10 10 (1.22%) Perl
10 10 (1.22%) PowerShell
11 5 (0.61%) XPath
12 4 (0.49%) Bash
12 4 (0.49%) XQuery
13 3 (0.37%) Apex Code
13 3 (0.37%) C++
13 3 (0.37%) Shell Script
13 3 (0.37%) VBA
Qualifications
1 102 (12.48%) Degree
2 100 (12.24%) Security Cleared
3 90 (11.02%) SC Cleared
4 39 (4.77%) Computer Science Degree
5 17 (2.08%) Master's Degree
5 17 (2.08%) Microsoft Certification
6 10 (1.22%) Azure Certification
6 10 (1.22%) BPSS Clearance
7 6 (0.73%) AWS Certification
8 5 (0.61%) CBAP
9 3 (0.37%) Numerate Degree
9 3 (0.37%) PMI Certification
9 3 (0.37%) PMP
10 2 (0.24%) APMP
10 2 (0.24%) DV Cleared
10 2 (0.24%) SnowPro
11 1 (0.12%) AWS Certified Solutions Architect
11 1 (0.12%) CISA
11 1 (0.12%) CRISC
11 1 (0.12%) IIBA
Quality Assurance & Compliance
1 198 (24.24%) Data Quality
2 37 (4.53%) QA
3 28 (3.43%) GDPR
4 9 (1.10%) Accessibility
5 7 (0.86%) EMIR
5 7 (0.86%) MiFID
5 7 (0.86%) SLA
6 6 (0.73%) IFRS
6 6 (0.73%) IFRS 17
7 5 (0.61%) Dodd-Frank
7 5 (0.61%) PCI DSS
8 4 (0.49%) ISO 20022
8 4 (0.49%) Solvency II
9 3 (0.37%) ISO/IEC 27001
10 2 (0.24%) California Consumer Privacy Act
10 2 (0.24%) IFRS 9
10 2 (0.24%) P3O
10 2 (0.24%) Sarbanes-Oxley
11 1 (0.12%) Cyber Essentials
11 1 (0.12%) Cyber Essentials PLUS
System Software
1 9 (1.10%) Docker
2 6 (0.73%) Active Directory
3 2 (0.24%) HDFS
4 1 (0.12%) Cronacle
Systems Management
1 28 (3.43%) Terraform
2 19 (2.33%) Kubernetes
3 7 (0.86%) 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
1 137 (16.77%) Microsoft
2 93 (11.38%) Oracle
3 91 (11.14%) Databricks
4 75 (9.18%) SAP
5 56 (6.85%) Sparx
6 31 (3.79%) Informatica
7 25 (3.06%) Salesforce
8 22 (2.69%) ServiceNow
9 21 (2.57%) Google
10 11 (1.35%) Foundry
10 11 (1.35%) Palantir
11 10 (1.22%) Bloomberg
12 9 (1.10%) Guidewire
12 9 (1.10%) ION Trading
12 9 (1.10%) MarketAxess
12 9 (1.10%) Tradeweb
13 7 (0.86%) Nexthink
14 6 (0.73%) Alteryx
14 6 (0.73%) Cloudera
14 6 (0.73%) IBM