Data Modelling Jobs with Work from Home Options

Data Modelling
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 16 June 2024, comparing them to the same period in the previous two years.

6 months to
16 Jun 2024
Same period 2023 Same period 2022
Rank 129 118 120
Rank change year-on-year -11 +2 +35
Permanent jobs citing Data Modelling 848 1,070 2,469
As % of all permanent jobs with a WFH option 2.39% 2.86% 3.26%
As % of the Processes & Methodologies category 2.66% 2.97% 3.36%
Number of salaries quoted 629 763 1,307
10th Percentile £38,700 £44,580 £42,800
25th Percentile £47,500 £51,250 £53,750
Median annual salary (50th Percentile) £63,749 £65,000 £70,000
Median % change year-on-year -1.93% -7.14% +16.67%
75th Percentile £85,000 £83,125 £85,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +13.04%

All Process and Methodology Skills
Work from Home

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,847 35,988 73,511
As % of all permanent jobs with a WFH option 89.59% 96.02% 97.15%
Number of salaries quoted 23,766 25,695 42,040
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £63,000 £60,000
Median % change year-on-year -8.73% +5.00% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Data Modelling
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Modelling as a proportion of all IT jobs advertised.

Data Modelling trend for jobs with a WFH option

Data Modelling
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Data Modelling.

Data Modelling salary trend for jobs with a WFH option

Data Modelling
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Data Modelling over the 6 months to 16 June 2024.

Data Modelling salary histogram for jobs with a WFH option

Data Modelling
Co-occurring Skills and Capabilities with WFH Options 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 (5.31%) Apache Spark
2 33 (3.89%) Microsoft Exchange
3 24 (2.83%) Apache Airflow
4 19 (2.24%) Apache
5 16 (1.89%) SAS
5 16 (1.89%) SharePoint
6 4 (0.47%) Confluence
7 2 (0.24%) Moodle
8 1 (0.12%) CMS
Applications
1 48 (5.66%) Microsoft Excel
2 14 (1.65%) Microsoft Office
3 11 (1.30%) Spreadsheet
4 9 (1.06%) Microsoft PowerPoint
5 6 (0.71%) MS Visio
6 3 (0.35%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 34 (4.01%) Endur
2 7 (0.83%) Dynamics CRM
3 6 (0.71%) NetSuite
4 5 (0.59%) Odoo
5 2 (0.24%) MIS ActiveH
5 2 (0.24%) NEC Housing
5 2 (0.24%) Oracle ERP
5 2 (0.24%) SAP S/4HANA
6 1 (0.12%) Data Workbench
6 1 (0.12%) Oracle EBS
6 1 (0.12%) SAP ERP
6 1 (0.12%) Shopify
6 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 318 (37.50%) Azure
2 228 (26.89%) Power Platform
3 169 (19.93%) AWS
4 89 (10.50%) Snowflake
5 79 (9.32%) Azure Data Factory
6 63 (7.43%) GCP
7 50 (5.90%) Azure Synapse Analytics
8 46 (5.42%) Matillion
9 41 (4.83%) Power Automate
10 37 (4.36%) PowerApps
11 36 (4.25%) dbt
12 34 (4.01%) SaaS
13 33 (3.89%) Azure DevOps
14 32 (3.77%) Serverless
15 31 (3.66%) Azure Cosmos DB
16 26 (3.07%) Microsoft 365
17 24 (2.83%) Amazon S3
18 15 (1.77%) Dynamics 365
19 14 (1.65%) Amazon Kinesis
19 14 (1.65%) Cloud Computing
Communications & Networking
1 9 (1.06%) Network Security
1 9 (1.06%) TCP/IP
2 7 (0.83%) DNS
2 7 (0.83%) Firewall
3 6 (0.71%) HTTP
4 5 (0.59%) BGP
4 5 (0.59%) Intrusion Detection
4 5 (0.59%) IPsec
4 5 (0.59%) LAN
4 5 (0.59%) NGFW
4 5 (0.59%) OSPF
4 5 (0.59%) SSL
4 5 (0.59%) VLAN
4 5 (0.59%) VPN
4 5 (0.59%) WAN
4 5 (0.59%) Wireless
5 4 (0.47%) Broadband
5 4 (0.47%) Internet
5 4 (0.47%) SMS
5 4 (0.47%) WPA
Database & Business Intelligence
1 234 (27.59%) Data Warehouse
2 217 (25.59%) Power BI
3 184 (21.70%) SQL Server
4 128 (15.09%) Data Lake
5 106 (12.50%) Relational Database
6 82 (9.67%) Tableau
7 62 (7.31%) Metadata
8 55 (6.49%) SQL Server Integration Services
9 53 (6.25%) PostgreSQL
10 50 (5.90%) Big Data
11 44 (5.19%) RDBMS
12 37 (4.36%) BigQuery
12 37 (4.36%) SQL Server Reporting Services
12 37 (4.36%) Star Schema
13 34 (4.01%) NoSQL
14 32 (3.77%) Elasticsearch
15 29 (3.42%) Amazon Redshift
16 28 (3.30%) Power Query
17 27 (3.18%) Hadoop
18 24 (2.83%) SQL Server Analysis Services
Development Applications
1 48 (5.66%) GitLab
2 33 (3.89%) Git
3 25 (2.95%) Jenkins
4 23 (2.71%) JIRA
5 8 (0.94%) Oracle Forms
5 8 (0.94%) Visual Studio
6 7 (0.83%) ERwin
7 5 (0.59%) Postman
7 5 (0.59%) SoapUI
8 4 (0.47%) Bitbucket
9 3 (0.35%) GoCD
9 3 (0.35%) Selenium
9 3 (0.35%) Subversion
10 2 (0.24%) Balsamiq
10 2 (0.24%) Cypress.io
10 2 (0.24%) ER Studio
10 2 (0.24%) Vite
11 1 (0.12%) IntelliJ
11 1 (0.12%) Mockito
11 1 (0.12%) WebDriver
General
1 295 (34.79%) Social Skills
2 172 (20.28%) Finance
3 169 (19.93%) Analytical Skills
4 69 (8.14%) Public Sector
5 67 (7.90%) Inclusion and Diversity
6 59 (6.96%) Banking
7 56 (6.60%) Legal
8 52 (6.13%) Games
9 50 (5.90%) Marketing
10 33 (3.89%) Retail
11 29 (3.42%) Presentation Skills
12 28 (3.30%) Law
12 28 (3.30%) Pharmaceutical
13 15 (1.77%) Influencing Skills
14 13 (1.53%) Advertising
14 13 (1.53%) Organisational Skills
15 12 (1.42%) Manufacturing
16 10 (1.18%) Local Government
17 8 (0.94%) Publishing
18 6 (0.71%) Wearables
Job Titles
1 203 (23.94%) Data Engineer
2 191 (22.52%) Senior
3 157 (18.51%) Architect
4 115 (13.56%) Analyst
5 109 (12.85%) Data Architect
6 105 (12.38%) Developer
7 69 (8.14%) Lead
8 55 (6.49%) Data Analyst
9 45 (5.31%) Senior Data Engineer
10 38 (4.48%) Consultant
11 35 (4.13%) Senior Analyst
12 34 (4.01%) Business Intelligence Developer
13 31 (3.66%) Data Manager
14 29 (3.42%) Senior Manager
15 27 (3.18%) Lead Data Engineer
16 24 (2.83%) Platform Architect
16 24 (2.83%) Power Platform Architect
16 24 (2.83%) Solutions Architect
17 22 (2.59%) Development Manager
17 22 (2.59%) Senior Development Manager
Libraries, Frameworks & Software Standards
1 31 (3.66%) .NET
2 26 (3.07%) CSS
2 26 (3.07%) Kafka
2 26 (3.07%) Web Services
3 24 (2.83%) RESTful
4 23 (2.71%) PySpark
5 20 (2.36%) HTML
6 18 (2.12%) React
7 15 (1.77%) Django
8 14 (1.65%) ASP.NET
9 13 (1.53%) JSON
9 13 (1.53%) RabbitMQ
10 12 (1.42%) REST
10 12 (1.42%) XML
11 9 (1.06%) MDX
12 7 (0.83%) Apache Beam
12 7 (0.83%) Node.js
12 7 (0.83%) SOAP
13 6 (0.71%) .NET Framework
13 6 (0.71%) ODBC
Miscellaneous
1 98 (11.56%) Data Structures
2 82 (9.67%) Algorithms
3 77 (9.08%) Management Information System
4 42 (4.95%) Self-Motivation
5 33 (3.89%) Swaptions
6 32 (3.77%) Product Ownership
7 29 (3.42%) Life Science
8 21 (2.48%) Onboarding
9 17 (2.00%) Cloud Native
10 16 (1.89%) Client/Server
10 16 (1.89%) NHS
11 15 (1.77%) IoT
12 13 (1.53%) Online Games
13 12 (1.42%) Public Cloud
13 12 (1.42%) Taxonomies
14 11 (1.30%) Legacy Systems
15 10 (1.18%) Distributed Systems
16 9 (1.06%) Freedom of Information
16 9 (1.06%) Greenfield Project
16 9 (1.06%) Renewable Energy
Operating Systems
1 20 (2.36%) Linux
2 9 (1.06%) Windows
3 8 (0.94%) Android
3 8 (0.94%) Apple iOS
4 3 (0.35%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 369 (43.51%) Analytics
2 287 (33.84%) ETL
3 283 (33.37%) Business Intelligence
4 212 (25.00%) Data Science
5 199 (23.47%) Data Engineering
6 173 (20.40%) Visualisation
7 167 (19.69%) Problem-Solving
8 164 (19.34%) Agile
9 157 (18.51%) Data Pipeline
10 151 (17.81%) Data Governance
11 146 (17.22%) Data Analytics
11 146 (17.22%) Data Integration
12 142 (16.75%) Data Management
13 141 (16.63%) Computer Science
14 136 (16.04%) Data Analysis
15 131 (15.45%) Roadmaps
16 128 (15.09%) Data Strategy
16 128 (15.09%) Data Visualisation
17 119 (14.03%) Data Architecture
18 115 (13.56%) Machine Learning
Programming Languages
1 427 (50.35%) SQL
2 299 (35.26%) Python
3 83 (9.79%) C#
4 70 (8.25%) Java
5 55 (6.49%) T-SQL
6 43 (5.07%) Data Analysis Expressions
6 43 (5.07%) JavaScript
7 38 (4.48%) R
8 33 (3.89%) VB
9 23 (2.71%) C
10 19 (2.24%) Scala
11 16 (1.89%) PowerShell
12 9 (1.06%) TypeScript
13 8 (0.94%) Go
14 7 (0.83%) Bash
14 7 (0.83%) VBA
15 4 (0.47%) Kusto Query Language
15 4 (0.47%) VB.NET
16 3 (0.35%) Julia
16 3 (0.35%) Ruby
Qualifications
1 199 (23.47%) Degree
2 79 (9.32%) Computer Science Degree
3 54 (6.37%) Master's Degree
4 45 (5.31%) Security Cleared
5 42 (4.95%) SC Cleared
6 35 (4.13%) Microsoft Certification
7 24 (2.83%) PhD
8 16 (1.89%) Numerate Degree
9 12 (1.42%) DBS Check
10 11 (1.30%) DV Cleared
11 10 (1.18%) MBA
12 8 (0.94%) Azure Certification
13 5 (0.59%) CCIE
13 5 (0.59%) Cisco Certification
13 5 (0.59%) HNC
13 5 (0.59%) JNCIE
13 5 (0.59%) TOGAF Certification
14 4 (0.47%) CISSP
14 4 (0.47%) GIAC
14 4 (0.47%) ISSMP
Quality Assurance & Compliance
1 172 (20.28%) Data Quality
2 34 (4.01%) GDPR
3 22 (2.59%) QA
4 19 (2.24%) Accessibility
5 5 (0.59%) California Consumer Privacy Act
6 4 (0.47%) COBIT
6 4 (0.47%) Solvency II
7 2 (0.24%) Actionable Recommendations
7 2 (0.24%) ISO 9001
7 2 (0.24%) ISO/IEC 27001
8 1 (0.12%) GxP
8 1 (0.12%) SNOMED CT
System Software
1 32 (3.77%) Docker
2 4 (0.47%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 36 (4.25%) Kubernetes
2 26 (3.07%) Terraform
3 12 (1.42%) Ansible
4 8 (0.94%) logstash
5 3 (0.35%) Grafana
6 2 (0.24%) Single Sign-On
Vendors
1 164 (19.34%) Microsoft
2 115 (13.56%) Databricks
3 64 (7.55%) Oracle
4 36 (4.25%) TIBCO
5 34 (4.01%) OpenLink
5 34 (4.01%) Sybase
6 29 (3.42%) SAP
7 25 (2.95%) Salesforce
8 23 (2.71%) Google
9 19 (2.24%) Informatica
10 10 (1.18%) IBM
10 10 (1.18%) Talend
10 10 (1.18%) Teradata
11 9 (1.06%) Alteryx
12 7 (0.83%) F5
13 6 (0.71%) Cognos
13 6 (0.71%) Facebook
13 6 (0.71%) Jitterbit
14 4 (0.47%) Adobe
14 4 (0.47%) Alibaba