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

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 50 75 62
Rank change year-on-year +25 -13 +1
Contract jobs citing Data Modelling 1,377 1,639 2,649
As % of all contract jobs advertised in England 3.70% 3.20% 3.69%
As % of the Processes & Methodologies category 4.27% 3.55% 4.06%
Number of daily rates quoted 1,033 1,165 1,829
10th Percentile £406 £410 £406
25th Percentile £463 £480 £463
Median daily rate (50th Percentile) £550 £575 £570
Median % change year-on-year -4.35% +0.88% +9.20%
75th Percentile £684 £695 £675
90th Percentile £800 £775 £750
UK median daily rate £550 £575 £563
% change year-on-year -4.35% +2.22% +9.76%
Number of hourly rates quoted 26 24 13
10th Percentile £32.69 £19.00 £17.84
25th Percentile £40.69 £25.94 £27.50
Median hourly rate £46.18 £53.75 £51.50
Median % change year-on-year -14.08% +4.37% +73.84%
75th Percentile £52.31 £66.69 £64.75
90th Percentile £63.14 £70.00 £73.15
UK median hourly rate £46.18 £39.00 £48.25
% change year-on-year +18.41% -19.17% +37.86%

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 32,221 46,232 65,229
As % of all contract IT jobs advertised in England 86.59% 90.24% 90.76%
Number of daily rates quoted 21,198 32,361 46,326
10th Percentile £300 £325 £329
25th Percentile £413 £444 £425
Median daily rate (50th Percentile) £525 £550 £533
Median % change year-on-year -4.55% +3.29% +9.23%
75th Percentile £650 £675 £649
90th Percentile £750 £775 £738
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +9.38%
Number of hourly rates quoted 2,221 1,634 1,784
10th Percentile £12.86 £10.90 £12.50
25th Percentile £15.89 £16.54 £15.25
Median hourly rate £35.00 £37.50 £24.00
Median % change year-on-year -6.67% +56.25% -
75th Percentile £58.75 £65.00 £49.04
90th Percentile £72.33 £75.00 £63.09
UK median hourly rate £35.00 £36.31 £25.00
% change year-on-year -3.59% +45.22% -

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 19 April 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 19 April 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 19 April 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 +30 892 £600 - 269
North of England +40 156 £525 -8.70% 71
South East -38 104 £521 -0.71% 47
North West +51 85 £525 -1.18% 45
Midlands +22 80 £525 -5.83% 39
South West +50 76 £550 -15.38% 18
Yorkshire +13 64 £525 -4.50% 21
West Midlands -3 52 £475 -16.30% 29
East of England -1 28 £500 +2.56% 27
East Midlands +33 25 £550 +46.67% 10
North East +13 11 £454 -25.88% 5
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 45 (3.27%) Apache Spark
2 34 (2.47%) Apache Airflow
3 33 (2.40%) Apache
4 31 (2.25%) Confluence
5 29 (2.11%) SAS
6 26 (1.89%) SharePoint
7 7 (0.51%) Oracle Workflow
8 2 (0.15%) Jupyter
8 2 (0.15%) Oracle SOA Suite
9 1 (0.073%) BizTalk Server
9 1 (0.073%) Camunda
9 1 (0.073%) CMS
9 1 (0.073%) IIS
9 1 (0.073%) JBoss
9 1 (0.073%) Luigi
9 1 (0.073%) Mendix
9 1 (0.073%) Microsoft Exchange
9 1 (0.073%) Tomcat
9 1 (0.073%) WildFly
Applications
1 56 (4.07%) Microsoft Excel
2 47 (3.41%) MS Visio
3 27 (1.96%) Microsoft PowerPoint
4 9 (0.65%) Microsoft Office
5 8 (0.58%) Spreadsheet
6 7 (0.51%) SPSS
7 6 (0.44%) Microsoft Project
8 1 (0.073%) CATIA
8 1 (0.073%) Siemens NX
8 1 (0.073%) Sketch
Business Applications
1 48 (3.49%) Sparx Enterprise Architect
2 29 (2.11%) Dynamics CRM
3 20 (1.45%) SAP S/4HANA
4 9 (0.65%) Loan IQ
5 6 (0.44%) Adobe Campaign
5 6 (0.44%) ION MarketView
5 6 (0.44%) Unica
6 5 (0.36%) Oracle EBS
6 5 (0.36%) SAP ERP
6 5 (0.36%) Siebel CRM
7 4 (0.29%) FastStats
7 4 (0.29%) Oracle Financials
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%) SAP MDG
8 3 (0.22%) Shopify
8 3 (0.22%) Workday HCM
9 2 (0.15%) Oracle ERP
Cloud Services
1 334 (24.26%) Azure
2 266 (19.32%) Power Platform
3 197 (14.31%) AWS
4 99 (7.19%) Azure Data Factory
5 75 (5.45%) GCP
6 69 (5.01%) Snowflake
7 64 (4.65%) Serverless
8 53 (3.85%) AWS Lambda
9 52 (3.78%) Azure Synapse Analytics
10 41 (2.98%) Dynamics 365
11 34 (2.47%) Amazon S3
12 26 (1.89%) dbt
13 25 (1.82%) Azure DevOps
14 24 (1.74%) AWS Step Functions
15 20 (1.45%) OCI
15 20 (1.45%) PowerApps
16 19 (1.38%) Power Automate
16 19 (1.38%) SaaS
17 18 (1.31%) Azure Stack
18 17 (1.23%) Collibra
Communications & Networking
1 22 (1.60%) SAN
2 21 (1.53%) TCP/IP
3 12 (0.87%) FIX Connectivity
4 7 (0.51%) Internet
5 5 (0.36%) Firewall
6 4 (0.29%) Network Security
7 3 (0.22%) DNS
8 2 (0.15%) Broadband
8 2 (0.15%) FTP
8 2 (0.15%) VPN
9 1 (0.073%) Ethernet
9 1 (0.073%) Intrusion Detection
9 1 (0.073%) Kerberos
9 1 (0.073%) SSL
9 1 (0.073%) Wireless
Database & Business Intelligence
1 357 (25.93%) Data Warehouse
2 254 (18.45%) Power BI
3 139 (10.09%) Metadata
4 130 (9.44%) Big Data
4 130 (9.44%) SQL Server
5 114 (8.28%) NoSQL
6 108 (7.84%) Tableau
7 104 (7.55%) Data Lake
8 87 (6.32%) Relational Database
9 69 (5.01%) SQL Server Integration Services
10 56 (4.07%) Amazon Redshift
11 53 (3.85%) Data Vault
12 49 (3.56%) BigQuery
13 42 (3.05%) PostgreSQL
14 41 (2.98%) Hadoop
14 41 (2.98%) Metadata Repository
15 40 (2.90%) Azure SQL Database
16 31 (2.25%) Star Schema
17 29 (2.11%) RDBMS
17 29 (2.11%) Snowflake Schema
Development Applications
1 63 (4.58%) JIRA
2 56 (4.07%) ERwin
3 19 (1.38%) ER Studio
4 18 (1.31%) Git
5 13 (0.94%) Eclipse
6 12 (0.87%) TeamCity
7 9 (0.65%) Jenkins
7 9 (0.65%) SQL Server Management Studio (SSMS)
8 8 (0.58%) Selenium
9 7 (0.51%) JMeter
10 6 (0.44%) Bitbucket
11 5 (0.36%) Maven
11 5 (0.36%) MLflow
11 5 (0.36%) Team Foundation Server
11 5 (0.36%) Visual Studio
12 4 (0.29%) JUnit
12 4 (0.29%) kappa
13 3 (0.22%) Deequ
14 2 (0.15%) Ant
14 2 (0.15%) PowerDesigner
General
1 342 (24.84%) Social Skills
2 320 (23.24%) Finance
3 255 (18.52%) Analytical Skills
4 132 (9.59%) Public Sector
5 82 (5.95%) Marketing
6 80 (5.81%) Banking
7 49 (3.56%) Manufacturing
8 46 (3.34%) Telecoms
9 45 (3.27%) Front Office
10 44 (3.20%) Presentation Skills
11 37 (2.69%) Retail
12 33 (2.40%) Electronics
13 28 (2.03%) Inclusion and Diversity
14 24 (1.74%) Pharmaceutical
15 23 (1.67%) Publishing
16 18 (1.31%) Influencing Skills
16 18 (1.31%) Investment Banking
17 15 (1.09%) Financial Institution
18 12 (0.87%) Back Office
19 11 (0.80%) Law
Job Titles
1 349 (25.34%) Architect
2 251 (18.23%) Data Engineer
3 250 (18.16%) Data Architect
4 217 (15.76%) Analyst
5 193 (14.02%) Developer
6 133 (9.66%) Senior
7 101 (7.33%) Data Analyst
8 86 (6.25%) Business Analyst
9 82 (5.95%) Data Modeller
10 73 (5.30%) Lead
11 70 (5.08%) Consultant
12 48 (3.49%) Azure Engineer
13 43 (3.12%) Solutions Architect
14 41 (2.98%) Azure Data Engineer
15 34 (2.47%) Enterprise Architect
16 33 (2.40%) Business Intelligence Developer
16 33 (2.40%) Senior Analyst
17 32 (2.32%) Data Scientist
18 31 (2.25%) Project Manager
18 31 (2.25%) Python Developer
Libraries, Frameworks & Software Standards
1 66 (4.79%) JSON
2 56 (4.07%) XML
3 54 (3.92%) PySpark
4 39 (2.83%) REST
5 34 (2.47%) Kafka
6 23 (1.67%) Apache Avro
7 21 (1.53%) Middleware
8 19 (1.38%) .NET
8 19 (1.38%) Spring Boot
8 19 (1.38%) Web Services
9 18 (1.31%) React
10 17 (1.23%) JSON Schema
11 15 (1.09%) Pandas
12 13 (0.94%) HTML
12 13 (0.94%) Spring
13 12 (0.87%) FIX Protocol
14 11 (0.80%) Node.js
15 10 (0.73%) ADO
15 10 (0.73%) CSS
15 10 (0.73%) OAuth
Miscellaneous
1 83 (6.03%) Data Structures
2 69 (5.01%) Product Ownership
3 67 (4.87%) Reference Data
4 55 (3.99%) Algorithms
5 43 (3.12%) Management Information System
6 36 (2.61%) Data Protection Act
7 34 (2.47%) Onboarding
8 26 (1.89%) Greenfield Project
9 22 (1.60%) Derivative
10 18 (1.31%) Analytical Mindset
11 17 (1.23%) Self-Motivation
12 16 (1.16%) CMDB
13 13 (0.94%) Freedom of Information
14 12 (0.87%) Fixed Income
14 12 (0.87%) Legacy Systems
15 11 (0.80%) Enterprise Software
15 11 (0.80%) NHS
15 11 (0.80%) Wiki
16 10 (0.73%) Cloud Native
16 10 (0.73%) Freedom of Information Act
Operating Systems
1 46 (3.34%) Linux
2 45 (3.27%) Unix
3 25 (1.82%) Windows
4 21 (1.53%) Debian
4 21 (1.53%) Ubuntu
5 6 (0.44%) Windows Server
6 1 (0.073%) Android
6 1 (0.073%) Apple iOS
6 1 (0.073%) VMS
Processes & Methodologies
1 382 (27.74%) Business Intelligence
2 345 (25.05%) ETL
3 332 (24.11%) Analytics
4 286 (20.77%) Agile
5 246 (17.86%) Data Governance
6 228 (16.56%) Data Architecture
7 227 (16.49%) Data Integration
8 218 (15.83%) Problem-Solving
9 191 (13.87%) Data Analysis
10 173 (12.56%) Data Management
11 168 (12.20%) Data Pipeline
12 167 (12.13%) Migration
13 158 (11.47%) Visualisation
14 155 (11.26%) Data Engineering
15 136 (9.88%) Data Strategy
16 128 (9.30%) Stakeholder Management
17 117 (8.50%) Data Migration
18 111 (8.06%) Computer Science
19 110 (7.99%) Data Science
20 98 (7.12%) Data Visualisation
Programming Languages
1 579 (42.05%) SQL
2 318 (23.09%) Python
3 99 (7.19%) Java
4 44 (3.20%) C#
4 44 (3.20%) T-SQL
5 43 (3.12%) R
6 42 (3.05%) Scala
7 32 (2.32%) Data Analysis Expressions
8 29 (2.11%) JavaScript
8 29 (2.11%) PL/SQL
9 15 (1.09%) PowerShell
10 13 (0.94%) Perl
11 11 (0.80%) TypeScript
12 10 (0.73%) ABAP
13 8 (0.58%) Shell Script
14 6 (0.44%) XPath
15 5 (0.36%) C++
15 5 (0.36%) VBA
15 5 (0.36%) XQuery
16 4 (0.29%) C
Qualifications
1 193 (14.02%) Security Cleared
2 157 (11.40%) SC Cleared
3 144 (10.46%) Degree
4 65 (4.72%) Computer Science Degree
5 33 (2.40%) DV Cleared
6 20 (1.45%) BPSS Clearance
7 19 (1.38%) Master's Degree
8 17 (1.23%) AWS Certification
9 15 (1.09%) Microsoft Certification
10 7 (0.51%) Azure Certification
11 4 (0.29%) AWS Certified Solutions Architect
12 3 (0.22%) AWS Certified Developer
12 3 (0.22%) AWS Certified DevOps Engineer
12 3 (0.22%) CBAP
12 3 (0.22%) ITIL Certification
12 3 (0.22%) Numerate Degree
13 2 (0.15%) IBM Certification
14 1 (0.073%) PMI Certification
14 1 (0.073%) PMP
14 1 (0.073%) Siebel Certification
Quality Assurance & Compliance
1 267 (19.39%) Data Quality
2 67 (4.87%) QA
3 59 (4.28%) GDPR
4 16 (1.16%) IFRS
5 13 (0.94%) Accessibility
6 10 (0.73%) EMIR
6 10 (0.73%) IFRS 9
6 10 (0.73%) MiFID
6 10 (0.73%) SLA
7 8 (0.58%) Dodd-Frank
8 7 (0.51%) California Consumer Privacy Act
8 7 (0.51%) IFRS 17
9 5 (0.36%) Solvency II
10 4 (0.29%) GRC
11 3 (0.22%) Cyber Essentials
11 3 (0.22%) PMO
12 2 (0.15%) Actionable Recommendations
12 2 (0.15%) NIST
13 1 (0.073%) Government Security Classifications
13 1 (0.073%) ITGC
System Software
1 19 (1.38%) Docker
2 12 (0.87%) Active Directory
3 6 (0.44%) HDFS
4 1 (0.073%) Apache ZooKeeper
4 1 (0.073%) Cronacle
4 1 (0.073%) Microsoft App-V
4 1 (0.073%) Virtual Machines
4 1 (0.073%) VMware Infrastructure
Systems Management
1 34 (2.47%) Terraform
2 27 (1.96%) Kubernetes
3 5 (0.36%) Single Sign-On
4 2 (0.15%) Active Directory Federation Services
4 2 (0.15%) Ansible
4 2 (0.15%) RSA Archer
5 1 (0.073%) Control-M
5 1 (0.073%) Ganglia
5 1 (0.073%) Grafana
5 1 (0.073%) Hadoop YARN
5 1 (0.073%) ITRS Geneos
5 1 (0.073%) Jamf Pro
5 1 (0.073%) Podman
5 1 (0.073%) Puppet
5 1 (0.073%) Rancher
Vendors
1 229 (16.63%) Microsoft
2 137 (9.95%) Oracle
3 117 (8.50%) Databricks
4 105 (7.63%) SAP
5 78 (5.66%) Sparx
6 54 (3.92%) Informatica
7 48 (3.49%) Google
8 46 (3.34%) Salesforce
9 32 (2.32%) ServiceNow
10 22 (1.60%) VMware
11 21 (1.53%) Red Hat
12 18 (1.31%) IBM
13 15 (1.09%) Talend
14 13 (0.94%) Bloomberg
15 12 (0.87%) ION Trading
15 12 (0.87%) MarketAxess
15 12 (0.87%) Tradeweb
16 10 (0.73%) Foundry
16 10 (0.73%) Guidewire
16 10 (0.73%) Palantir