Data Modelling Contracts in England

Data Modelling
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 54 74 64
Rank change year-on-year +20 -10 0
Contract jobs citing Data Modelling 1,346 1,587 2,608
As % of all contract jobs advertised in England 3.65% 3.17% 3.67%
As % of the Processes & Methodologies category 4.22% 3.52% 4.04%
Number of daily rates quoted 1,014 1,119 1,796
10th Percentile £400 £412 £406
25th Percentile £463 £475 £468
Median daily rate (50th Percentile) £550 £575 £575
Median % change year-on-year -4.35% - +10.58%
75th Percentile £675 £688 £688
90th Percentile £800 £767 £763
UK median daily rate £550 £575 £575
% change year-on-year -4.35% - +12.75%
Number of hourly rates quoted 22 20 13
10th Percentile £30.83 £19.00 £17.84
25th Percentile £35.64 £23.87 £27.50
Median hourly rate £46.75 £44.38 £53.50
Median % change year-on-year +5.35% -17.06% +122.92%
75th Percentile £53.44 £66.00 £64.75
90th Percentile £64.25 £68.88 £73.15
UK median hourly rate £46.75 £35.00 £52.50
% change year-on-year +33.57% -33.33% +64.06%

All Process and Methodology Skills
England

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 England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,926 45,112 64,564
As % of all contract IT jobs advertised in England 86.59% 90.20% 90.79%
Number of daily rates quoted 20,947 31,664 45,849
10th Percentile £300 £325 £331
25th Percentile £413 £444 £425
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +8.59%
75th Percentile £650 £675 £650
90th Percentile £750 £763 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,243 1,598 1,761
10th Percentile £12.92 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £36.33 £37.15 £24.35
Median % change year-on-year -2.21% +52.57% +3.62%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK median hourly rate £35.95 £36.00 £25.00
% change year-on-year -0.14% +44.00% +2.04%

Data Modelling
Job Vacancy Trend in England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Modelling in England

Data Modelling
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Modelling in England.

Daily rate trend for Data Modelling in England

Data Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Modelling in England over the 6 months to 4 May 2024.

Daily rate histogram for Data Modelling in England

Data Modelling
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Modelling in England.

Hourly rate trend for Data Modelling in England

Data Modelling
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Modelling in England over the 6 months to 4 May 2024.

Hourly rate histogram for Data Modelling in England

Data Modelling
Contract Job Locations in England

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 England region over the 6 months to 4 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
London +27 871 £591 -1.46% 279
North of England +34 154 £525 -5.91% 74
South East -27 98 £513 -2.38% 46
Midlands +35 91 £488 -13.72% 54
North West +48 82 £525 +7.69% 43
South West +39 74 £550 -16.67% 24
Yorkshire +7 66 £552 +1.28% 22
West Midlands +3 59 £450 -21.40% 40
East Midlands +47 31 £550 +57.14% 14
East of England -1 28 £500 +25.00% 20
North East +6 9 £454 -24.33% 9
Data Modelling
UK

Data Modelling
Co-occurring Skills and Capabilities in England 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 37 (2.75%) Apache Spark
2 33 (2.45%) Apache Airflow
3 31 (2.30%) Apache
4 27 (2.01%) SharePoint
5 25 (1.86%) SAS
6 24 (1.78%) Confluence
7 7 (0.52%) Oracle Workflow
8 5 (0.37%) Jupyter
9 2 (0.15%) Oracle SOA Suite
10 1 (0.074%) BizTalk Server
10 1 (0.074%) CMS
10 1 (0.074%) IIS
10 1 (0.074%) JBoss
10 1 (0.074%) Luigi
10 1 (0.074%) Microsoft Exchange
10 1 (0.074%) Tomcat
10 1 (0.074%) WildFly
Applications
1 54 (4.01%) Microsoft Excel
2 47 (3.49%) MS Visio
3 25 (1.86%) Microsoft PowerPoint
4 8 (0.59%) Microsoft Office
5 7 (0.52%) Spreadsheet
5 7 (0.52%) SPSS
6 6 (0.45%) Microsoft Project
7 1 (0.074%) Sketch
Business Applications
1 45 (3.34%) Sparx Enterprise Architect
2 30 (2.23%) Dynamics CRM
3 23 (1.71%) SAP S/4HANA
4 9 (0.67%) Loan IQ
5 6 (0.45%) Adobe Campaign
5 6 (0.45%) ION MarketView
5 6 (0.45%) Unica
6 5 (0.37%) SAP ERP
6 5 (0.37%) Siebel CRM
7 4 (0.30%) FastStats
7 4 (0.30%) Oracle EBS
7 4 (0.30%) Oracle Financials
7 4 (0.30%) SAP MDG
8 3 (0.22%) MIS ActiveH
8 3 (0.22%) NEC Housing
8 3 (0.22%) Salesforce CRM
8 3 (0.22%) SAP FI
8 3 (0.22%) Shopify
8 3 (0.22%) Workday HCM
9 2 (0.15%) Oracle ERP
Cloud Services
1 338 (25.11%) Azure
2 276 (20.51%) Power Platform
3 178 (13.22%) AWS
4 108 (8.02%) Azure Data Factory
5 70 (5.20%) GCP
6 62 (4.61%) Serverless
6 62 (4.61%) Snowflake
7 58 (4.31%) Azure Synapse Analytics
8 48 (3.57%) AWS Lambda
9 45 (3.34%) Dynamics 365
10 27 (2.01%) Amazon S3
10 27 (2.01%) dbt
11 24 (1.78%) Azure DevOps
12 23 (1.71%) AWS Step Functions
12 23 (1.71%) PowerApps
13 22 (1.63%) Collibra
13 22 (1.63%) Power Automate
14 19 (1.41%) SaaS
15 18 (1.34%) GitHub
15 18 (1.34%) OCI
Communications & Networking
1 21 (1.56%) SAN
1 21 (1.56%) TCP/IP
2 11 (0.82%) FIX Connectivity
3 7 (0.52%) Internet
4 5 (0.37%) Firewall
5 4 (0.30%) Network Security
6 2 (0.15%) FTP
6 2 (0.15%) VPN
7 1 (0.074%) DNS
7 1 (0.074%) Ethernet
7 1 (0.074%) Intrusion Detection
7 1 (0.074%) SSL
7 1 (0.074%) Wireless
Database & Business Intelligence
1 343 (25.48%) Data Warehouse
2 263 (19.54%) Power BI
3 133 (9.88%) SQL Server
4 130 (9.66%) Metadata
5 116 (8.62%) Big Data
5 116 (8.62%) NoSQL
6 113 (8.40%) Data Lake
7 98 (7.28%) Tableau
8 86 (6.39%) Relational Database
9 66 (4.90%) SQL Server Integration Services
10 54 (4.01%) Data Vault
11 49 (3.64%) BigQuery
12 46 (3.42%) Amazon Redshift
13 44 (3.27%) Azure SQL Database
14 42 (3.12%) Metadata Repository
15 38 (2.82%) PostgreSQL
16 30 (2.23%) RDBMS
16 30 (2.23%) Snowflake Schema
17 28 (2.08%) Hadoop
18 27 (2.01%) Star Schema
Development Applications
1 56 (4.16%) JIRA
2 54 (4.01%) ERwin
3 20 (1.49%) Git
4 17 (1.26%) ER Studio
5 11 (0.82%) TeamCity
6 10 (0.74%) Eclipse
7 9 (0.67%) SQL Server Management Studio (SSMS)
8 8 (0.59%) Selenium
9 7 (0.52%) Jenkins
9 7 (0.52%) JMeter
10 5 (0.37%) Bitbucket
10 5 (0.37%) MLflow
10 5 (0.37%) Team Foundation Server
10 5 (0.37%) Visual Studio
11 4 (0.30%) Deequ
11 4 (0.30%) kappa
11 4 (0.30%) Maven
12 3 (0.22%) JUnit
13 2 (0.15%) Ant
13 2 (0.15%) PowerDesigner
General
1 341 (25.33%) Social Skills
2 324 (24.07%) Finance
3 240 (17.83%) Analytical Skills
4 133 (9.88%) Public Sector
5 82 (6.09%) Marketing
6 75 (5.57%) Banking
7 48 (3.57%) Manufacturing
8 43 (3.19%) Telecoms
9 41 (3.05%) Presentation Skills
10 40 (2.97%) Front Office
11 38 (2.82%) Retail
12 34 (2.53%) Electronics
13 25 (1.86%) Inclusion and Diversity
13 25 (1.86%) Pharmaceutical
14 23 (1.71%) Publishing
15 18 (1.34%) Financial Institution
15 18 (1.34%) Influencing Skills
16 14 (1.04%) Investment Banking
17 13 (0.97%) Back Office
18 12 (0.89%) Billing
Job Titles
1 333 (24.74%) Architect
2 249 (18.50%) Data Engineer
3 243 (18.05%) Data Architect
4 207 (15.38%) Analyst
5 195 (14.49%) Developer
6 128 (9.51%) Senior
7 101 (7.50%) Data Analyst
8 81 (6.02%) Data Modeller
9 78 (5.79%) Business Analyst
10 72 (5.35%) Consultant
11 70 (5.20%) Lead
12 49 (3.64%) Azure Engineer
13 44 (3.27%) Azure Data Engineer
14 38 (2.82%) Solutions Architect
15 37 (2.75%) Enterprise Architect
16 36 (2.67%) Business Intelligence Developer
17 34 (2.53%) Data Scientist
18 31 (2.30%) Business Intelligence Analyst
18 31 (2.30%) Project Manager
18 31 (2.30%) Python Developer
Libraries, Frameworks & Software Standards
1 66 (4.90%) JSON
2 56 (4.16%) PySpark
3 54 (4.01%) XML
4 33 (2.45%) REST
5 27 (2.01%) Kafka
6 26 (1.93%) Apache Avro
7 22 (1.63%) Web Services
8 19 (1.41%) Middleware
9 18 (1.34%) .NET
9 18 (1.34%) JSON Schema
9 18 (1.34%) Spring Boot
10 16 (1.19%) Pandas
10 16 (1.19%) React
11 12 (0.89%) CSS
11 12 (0.89%) HTML
11 12 (0.89%) Spring
12 11 (0.82%) AngularJS
12 11 (0.82%) FIX Protocol
13 10 (0.74%) ADO
13 10 (0.74%) GraphQL
Miscellaneous
1 72 (5.35%) Data Structures
2 68 (5.05%) Reference Data
3 64 (4.75%) Product Ownership
4 52 (3.86%) Algorithms
5 39 (2.90%) Management Information System
6 36 (2.67%) Data Protection Act
7 35 (2.60%) Onboarding
8 24 (1.78%) Greenfield Project
9 21 (1.56%) Derivative
10 17 (1.26%) Analytical Mindset
10 17 (1.26%) Self-Motivation
11 16 (1.19%) Legacy Systems
12 15 (1.11%) CMDB
13 13 (0.97%) Freedom of Information
13 13 (0.97%) Wiki
14 11 (0.82%) Fixed Income
14 11 (0.82%) NHS
15 10 (0.74%) Freedom of Information Act
16 9 (0.67%) Enterprise Software
16 9 (0.67%) Equities
Operating Systems
1 44 (3.27%) Linux
2 41 (3.05%) Unix
3 30 (2.23%) Windows
4 21 (1.56%) Debian
4 21 (1.56%) Ubuntu
5 12 (0.89%) Windows Server
6 1 (0.074%) Android
6 1 (0.074%) Apple iOS
6 1 (0.074%) VMS
Processes & Methodologies
1 385 (28.60%) Business Intelligence
2 334 (24.81%) ETL
3 333 (24.74%) Analytics
4 270 (20.06%) Agile
5 269 (19.99%) Data Governance
6 214 (15.90%) Data Architecture
7 211 (15.68%) Data Integration
8 208 (15.45%) Problem-Solving
9 190 (14.12%) Data Analysis
10 166 (12.33%) Migration
11 162 (12.04%) Data Pipeline
12 160 (11.89%) Visualisation
13 158 (11.74%) Data Management
14 145 (10.77%) Data Engineering
15 135 (10.03%) Data Strategy
16 123 (9.14%) Data Migration
17 115 (8.54%) Stakeholder Management
18 107 (7.95%) Data Science
18 107 (7.95%) Data Visualisation
19 106 (7.88%) Computer Science
Programming Languages
1 566 (42.05%) SQL
2 323 (24.00%) Python
3 96 (7.13%) Java
4 46 (3.42%) T-SQL
5 44 (3.27%) C#
6 43 (3.19%) Scala
7 39 (2.90%) R
8 33 (2.45%) Data Analysis Expressions
9 30 (2.23%) JavaScript
10 29 (2.15%) PL/SQL
11 17 (1.26%) PowerShell
12 13 (0.97%) Perl
12 13 (0.97%) TypeScript
13 11 (0.82%) ABAP
14 6 (0.45%) Shell Script
15 5 (0.37%) Apex Code
15 5 (0.37%) Bash
15 5 (0.37%) C++
15 5 (0.37%) XPath
16 4 (0.30%) Rust
Qualifications
1 185 (13.74%) Security Cleared
2 151 (11.22%) SC Cleared
3 136 (10.10%) Degree
4 59 (4.38%) Computer Science Degree
5 34 (2.53%) DV Cleared
6 23 (1.71%) Microsoft Certification
7 21 (1.56%) Master's Degree
8 19 (1.41%) BPSS Clearance
9 15 (1.11%) AWS Certification
10 8 (0.59%) Azure Certification
11 5 (0.37%) MCITP
11 5 (0.37%) MCTS
12 4 (0.30%) AWS Certified Solutions Architect
12 4 (0.30%) CBAP
13 3 (0.22%) AWS Certified Developer
13 3 (0.22%) AWS Certified DevOps Engineer
13 3 (0.22%) ITIL Certification
13 3 (0.22%) Numerate Degree
14 2 (0.15%) IBM Certification
15 1 (0.074%) PMP
Quality Assurance & Compliance
1 265 (19.69%) Data Quality
2 63 (4.68%) QA
3 56 (4.16%) GDPR
4 14 (1.04%) Accessibility
5 13 (0.97%) IFRS
6 9 (0.67%) EMIR
6 9 (0.67%) MiFID
6 9 (0.67%) SLA
7 7 (0.52%) Dodd-Frank
8 6 (0.45%) IFRS 17
8 6 (0.45%) IFRS 9
8 6 (0.45%) Solvency II
9 5 (0.37%) California Consumer Privacy Act
10 3 (0.22%) Cyber Essentials
10 3 (0.22%) PMO
11 2 (0.15%) Actionable Recommendations
11 2 (0.15%) GRC
11 2 (0.15%) ISO 20022
11 2 (0.15%) NIST
11 2 (0.15%) PCI DSS
System Software
1 19 (1.41%) Docker
2 17 (1.26%) Active Directory
3 5 (0.37%) HDFS
4 1 (0.074%) Apache ZooKeeper
4 1 (0.074%) Cronacle
4 1 (0.074%) Microsoft App-V
4 1 (0.074%) VMware Infrastructure
Systems Management
1 30 (2.23%) Terraform
2 27 (2.01%) Kubernetes
3 6 (0.45%) Jamf Pro
4 4 (0.30%) Single Sign-On
5 2 (0.15%) Active Directory Federation Services
6 1 (0.074%) Ansible
6 1 (0.074%) Control-M
6 1 (0.074%) Ganglia
6 1 (0.074%) Grafana
6 1 (0.074%) Hadoop YARN
6 1 (0.074%) ITRS Geneos
6 1 (0.074%) Rancher
Vendors
1 235 (17.46%) Microsoft
2 125 (9.29%) Databricks
2 125 (9.29%) Oracle
3 102 (7.58%) SAP
4 78 (5.79%) Sparx
5 48 (3.57%) Informatica
6 47 (3.49%) Salesforce
7 42 (3.12%) Google
8 33 (2.45%) ServiceNow
9 21 (1.56%) Red Hat
9 21 (1.56%) VMware
10 15 (1.11%) IBM
11 12 (0.89%) Bloomberg
11 12 (0.89%) Guidewire
11 12 (0.89%) Talend
12 11 (0.82%) ION Trading
12 11 (0.82%) MarketAxess
12 11 (0.82%) Tradeweb
13 10 (0.74%) Adobe
13 10 (0.74%) Foundry