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

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 53 74 65
Rank change year-on-year +21 -9 -1
Contract jobs citing Data Modelling 1,338 1,564 2,570
As % of all contract jobs advertised in England 3.64% 3.19% 3.67%
As % of the Processes & Methodologies category 4.21% 3.54% 4.04%
Number of daily rates quoted 1,004 1,101 1,776
10th Percentile £400 £413 £406
25th Percentile £463 £475 £468
Median daily rate (50th Percentile) £550 £575 £575
Median % change year-on-year -4.35% - +11.15%
75th Percentile £675 £688 £688
90th Percentile £800 £775 £775
UK median daily rate £550 £575 £575
% change year-on-year -4.35% - +12.75%
Number of hourly rates quoted 22 20 11
10th Percentile £30.83 £19.00 £27.50
25th Percentile £35.64 £23.87 £47.13
Median hourly rate £46.75 £44.38 £60.50
Median % change year-on-year +5.35% -26.65% +158.05%
75th Percentile £53.44 £66.00 £65.26
90th Percentile £64.25 £68.88 £75.00
UK median hourly rate £46.75 £35.00 £57.00
% change year-on-year +33.57% -38.60% +92.41%

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 31,794 44,158 63,636
As % of all contract IT jobs advertised in England 86.49% 90.16% 90.83%
Number of daily rates quoted 20,826 30,977 45,197
10th Percentile £300 £325 £331
25th Percentile £413 £445 £426
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £650 £675 £650
90th Percentile £750 £766 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,249 1,562 1,739
10th Percentile £12.91 £10.64 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £37.18 £37.50 £25.00
Median % change year-on-year -0.85% +50.00% +6.38%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.25 £25.68
% change year-on-year +0.69% +41.16% +4.82%

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 10 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 10 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 10 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 +26 864 £580 -3.33% 280
North of England +38 161 £525 -4.55% 83
South East -29 97 £511 -2.67% 46
Midlands +37 89 £488 -15.22% 55
North West +55 85 £525 +5.00% 44
South West +37 75 £550 -16.67% 27
Yorkshire +13 71 £552 +5.14% 25
West Midlands +7 58 £425 -27.35% 45
East Midlands +45 30 £550 +57.14% 10
East of England -1 22 £525 +31.25% 19
North East +2 8 £415 -30.83% 14
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 36 (2.69%) Apache Spark
2 33 (2.47%) Apache Airflow
3 29 (2.17%) Apache
4 27 (2.02%) SharePoint
5 25 (1.87%) SAS
6 24 (1.79%) Confluence
7 7 (0.52%) Oracle Workflow
8 5 (0.37%) Jupyter
9 2 (0.15%) Oracle SOA Suite
10 1 (0.075%) BizTalk Server
10 1 (0.075%) CMS
10 1 (0.075%) IIS
10 1 (0.075%) JBoss
10 1 (0.075%) Microsoft Exchange
10 1 (0.075%) Tomcat
10 1 (0.075%) WildFly
Applications
1 54 (4.04%) Microsoft Excel
2 46 (3.44%) MS Visio
3 25 (1.87%) Microsoft PowerPoint
4 7 (0.52%) Microsoft Office
4 7 (0.52%) SPSS
5 6 (0.45%) Microsoft Project
5 6 (0.45%) Spreadsheet
6 2 (0.15%) Sketch
Business Applications
1 44 (3.29%) Sparx Enterprise Architect
2 30 (2.24%) Dynamics CRM
3 24 (1.79%) 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 Payroll
8 3 (0.22%) Shopify
8 3 (0.22%) Workday HCM
9 2 (0.15%) Oracle ERP
Cloud Services
1 336 (25.11%) Azure
2 275 (20.55%) Power Platform
3 180 (13.45%) AWS
4 105 (7.85%) Azure Data Factory
5 68 (5.08%) GCP
6 63 (4.71%) Serverless
7 62 (4.63%) Snowflake
8 57 (4.26%) Azure Synapse Analytics
9 47 (3.51%) AWS Lambda
9 47 (3.51%) Dynamics 365
10 29 (2.17%) dbt
11 28 (2.09%) Amazon S3
12 24 (1.79%) Azure DevOps
12 24 (1.79%) PowerApps
13 23 (1.72%) Collibra
14 22 (1.64%) Power Automate
15 21 (1.57%) AWS Step Functions
16 18 (1.35%) GitHub
16 18 (1.35%) SaaS
17 16 (1.20%) Azure Stack
Communications & Networking
1 18 (1.35%) SAN
1 18 (1.35%) TCP/IP
2 11 (0.82%) FIX Connectivity
3 7 (0.52%) Internet
4 5 (0.37%) Firewall
4 5 (0.37%) Network Security
5 2 (0.15%) FTP
5 2 (0.15%) VPN
6 1 (0.075%) DNS
6 1 (0.075%) Ethernet
6 1 (0.075%) Intrusion Detection
6 1 (0.075%) SSL
6 1 (0.075%) Wireless
Database & Business Intelligence
1 343 (25.64%) Data Warehouse
2 262 (19.58%) Power BI
3 135 (10.09%) SQL Server
4 126 (9.42%) Metadata
5 118 (8.82%) Data Lake
6 114 (8.52%) Big Data
6 114 (8.52%) NoSQL
7 97 (7.25%) Tableau
8 87 (6.50%) Relational Database
9 63 (4.71%) SQL Server Integration Services
10 53 (3.96%) Data Vault
11 49 (3.66%) Amazon Redshift
12 47 (3.51%) BigQuery
13 41 (3.06%) Azure SQL Database
13 41 (3.06%) Metadata Repository
14 37 (2.77%) PostgreSQL
15 31 (2.32%) Snowflake Schema
16 29 (2.17%) RDBMS
17 28 (2.09%) Hadoop
18 26 (1.94%) Amazon RDS
Development Applications
1 56 (4.19%) JIRA
2 54 (4.04%) ERwin
3 23 (1.72%) Git
4 16 (1.20%) ER Studio
5 11 (0.82%) TeamCity
6 9 (0.67%) Eclipse
7 8 (0.60%) Selenium
8 7 (0.52%) JMeter
8 7 (0.52%) SQL Server Management Studio (SSMS)
9 6 (0.45%) Jenkins
10 5 (0.37%) Bitbucket
10 5 (0.37%) MLflow
10 5 (0.37%) Team Foundation Server
11 4 (0.30%) Deequ
11 4 (0.30%) kappa
11 4 (0.30%) Visual Studio
12 3 (0.22%) JUnit
13 2 (0.15%) Ant
13 2 (0.15%) Oracle APEX
13 2 (0.15%) PowerDesigner
General
1 338 (25.26%) Social Skills
2 327 (24.44%) Finance
3 245 (18.31%) Analytical Skills
4 132 (9.87%) Public Sector
5 80 (5.98%) Marketing
6 74 (5.53%) Banking
7 47 (3.51%) Manufacturing
8 43 (3.21%) Telecoms
9 41 (3.06%) Presentation Skills
10 40 (2.99%) Front Office
11 37 (2.77%) Retail
12 34 (2.54%) Electronics
13 29 (2.17%) Pharmaceutical
14 23 (1.72%) Inclusion and Diversity
14 23 (1.72%) Publishing
15 19 (1.42%) Influencing Skills
16 18 (1.35%) Financial Institution
17 14 (1.05%) Back Office
18 13 (0.97%) Investment Banking
19 12 (0.90%) Billing
Job Titles
1 328 (24.51%) Architect
2 239 (17.86%) Data Engineer
3 237 (17.71%) Data Architect
4 209 (15.62%) Analyst
5 189 (14.13%) Developer
6 125 (9.34%) Senior
7 101 (7.55%) Data Analyst
8 85 (6.35%) Data Modeller
9 79 (5.90%) Business Analyst
10 71 (5.31%) Consultant
11 68 (5.08%) Lead
12 45 (3.36%) Azure Engineer
13 40 (2.99%) Azure Data Engineer
14 38 (2.84%) Solutions Architect
15 37 (2.77%) Business Intelligence Developer
15 37 (2.77%) Enterprise Architect
16 35 (2.62%) Data Scientist
17 32 (2.39%) Senior Analyst
18 31 (2.32%) Project Manager
19 30 (2.24%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 65 (4.86%) JSON
2 57 (4.26%) PySpark
3 55 (4.11%) XML
4 33 (2.47%) REST
5 26 (1.94%) Kafka
6 25 (1.87%) Apache Avro
7 23 (1.72%) Web Services
8 19 (1.42%) .NET
8 19 (1.42%) Spring Boot
9 18 (1.35%) JSON Schema
9 18 (1.35%) Middleware
10 17 (1.27%) HTML
11 16 (1.20%) CSS
11 16 (1.20%) React
12 15 (1.12%) Pandas
13 13 (0.97%) AngularJS
13 13 (0.97%) Spring
14 11 (0.82%) FIX Protocol
15 10 (0.75%) ADO
15 10 (0.75%) SOAP
Miscellaneous
1 75 (5.61%) Data Structures
2 70 (5.23%) Reference Data
3 66 (4.93%) Product Ownership
4 51 (3.81%) Algorithms
5 41 (3.06%) Management Information System
6 38 (2.84%) Data Protection Act
7 35 (2.62%) Onboarding
8 24 (1.79%) Greenfield Project
9 21 (1.57%) Derivative
10 18 (1.35%) Analytical Mindset
11 17 (1.27%) Legacy Systems
11 17 (1.27%) Self-Motivation
12 14 (1.05%) 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 (0.75%) Cloud Native
15 10 (0.75%) Freedom of Information Act
16 9 (0.67%) Equities
Operating Systems
1 42 (3.14%) Unix
2 40 (2.99%) Linux
3 31 (2.32%) Windows
4 18 (1.35%) Debian
4 18 (1.35%) Ubuntu
5 12 (0.90%) Windows Server
6 1 (0.075%) Android
6 1 (0.075%) Apple iOS
6 1 (0.075%) VMS
Processes & Methodologies
1 381 (28.48%) Business Intelligence
2 337 (25.19%) ETL
3 334 (24.96%) Analytics
4 274 (20.48%) Data Governance
5 273 (20.40%) Agile
6 214 (15.99%) Data Architecture
7 213 (15.92%) Data Integration
8 211 (15.77%) Problem-Solving
9 191 (14.28%) Data Analysis
10 165 (12.33%) Data Pipeline
11 164 (12.26%) Migration
11 164 (12.26%) Visualisation
12 160 (11.96%) Data Management
13 144 (10.76%) Data Engineering
14 136 (10.16%) Data Strategy
15 125 (9.34%) Data Migration
16 120 (8.97%) Stakeholder Management
17 112 (8.37%) Computer Science
17 112 (8.37%) Data Science
18 109 (8.15%) Data Visualisation
Programming Languages
1 561 (41.93%) SQL
2 318 (23.77%) Python
3 97 (7.25%) Java
4 46 (3.44%) C#
5 45 (3.36%) T-SQL
6 43 (3.21%) Scala
7 37 (2.77%) JavaScript
7 37 (2.77%) R
8 35 (2.62%) Data Analysis Expressions
9 27 (2.02%) PL/SQL
10 18 (1.35%) PowerShell
11 13 (0.97%) Perl
11 13 (0.97%) TypeScript
12 11 (0.82%) ABAP
13 6 (0.45%) C++
14 5 (0.37%) Apex Code
14 5 (0.37%) Bash
14 5 (0.37%) XPath
15 4 (0.30%) C
15 4 (0.30%) VBA
Qualifications
1 178 (13.30%) Security Cleared
2 144 (10.76%) SC Cleared
3 141 (10.54%) Degree
4 63 (4.71%) Computer Science Degree
5 32 (2.39%) DV Cleared
6 24 (1.79%) Master's Degree
6 24 (1.79%) Microsoft Certification
7 19 (1.42%) BPSS Clearance
8 15 (1.12%) AWS Certification
9 9 (0.67%) Azure Certification
10 5 (0.37%) MCITP
10 5 (0.37%) MCTS
11 4 (0.30%) AWS Certified Solutions Architect
11 4 (0.30%) CBAP
11 4 (0.30%) PMI Certification
11 4 (0.30%) PMP
12 3 (0.22%) AWS Certified Developer
12 3 (0.22%) AWS Certified DevOps Engineer
12 3 (0.22%) ITIL Certification
12 3 (0.22%) Numerate Degree
Quality Assurance & Compliance
1 267 (19.96%) Data Quality
2 62 (4.63%) QA
3 56 (4.19%) GDPR
4 14 (1.05%) Accessibility
5 12 (0.90%) 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
9 5 (0.37%) ISO 20022
9 5 (0.37%) PCI DSS
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%) NIST
System Software
1 19 (1.42%) Docker
2 17 (1.27%) Active Directory
3 4 (0.30%) HDFS
4 1 (0.075%) Cronacle
4 1 (0.075%) Microsoft App-V
Systems Management
1 29 (2.17%) Terraform
2 26 (1.94%) Kubernetes
3 7 (0.52%) Jamf Pro
4 4 (0.30%) Single Sign-On
5 2 (0.15%) Active Directory Federation Services
6 1 (0.075%) Ansible
6 1 (0.075%) Control-M
6 1 (0.075%) Ganglia
6 1 (0.075%) Grafana
6 1 (0.075%) ITRS Geneos
6 1 (0.075%) Rancher
Vendors
1 230 (17.19%) Microsoft
2 124 (9.27%) Databricks
3 120 (8.97%) Oracle
4 105 (7.85%) SAP
5 76 (5.68%) Sparx
6 43 (3.21%) Informatica
7 42 (3.14%) Salesforce
8 41 (3.06%) Google
9 34 (2.54%) ServiceNow
10 18 (1.35%) Red Hat
10 18 (1.35%) VMware
11 15 (1.12%) IBM
12 13 (0.97%) Guidewire
13 12 (0.90%) Bloomberg
14 11 (0.82%) ION Trading
14 11 (0.82%) MarketAxess
14 11 (0.82%) Tradeweb
15 10 (0.75%) Adobe
15 10 (0.75%) Foundry
15 10 (0.75%) Palantir