Data Modelling Jobs with Work from Home Options

Data Modelling
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 120 97 117
Rank change year-on-year -23 +20 +39
Permanent jobs citing Data Modelling 845 1,343 2,362
As % of all permanent jobs with a WFH option 2.50% 3.31% 3.31%
As % of the Processes & Methodologies category 2.74% 3.45% 3.42%
Number of salaries quoted 630 819 1,283
10th Percentile £37,470 £42,950 £42,500
25th Percentile £47,500 £51,250 £52,500
Median annual salary (50th Percentile) £62,500 £65,000 £67,500
Median % change year-on-year -3.85% -3.70% +12.50%
75th Percentile £85,000 £83,750 £83,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £65,000 £67,003 £65,000
% change year-on-year -2.99% +3.08% +13.04%

All Process and Methodology Skills
Work from Home

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 30,838 38,971 69,157
As % of all permanent jobs with a WFH option 91.21% 96.04% 97.04%
Number of salaries quoted 23,338 27,094 41,652
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,750
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 20 May 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 46 (5.44%) Apache Spark
2 37 (4.38%) Microsoft Exchange
3 23 (2.72%) Apache Airflow
4 21 (2.49%) Apache
5 18 (2.13%) SharePoint
6 17 (2.01%) SAS
7 6 (0.71%) Confluence
8 2 (0.24%) Apache Solr
8 2 (0.24%) Moodle
9 1 (0.12%) CMS
Applications
1 46 (5.44%) Microsoft Excel
2 13 (1.54%) Microsoft Office
3 10 (1.18%) Spreadsheet
4 9 (1.07%) Microsoft PowerPoint
5 6 (0.71%) MS Visio
6 3 (0.36%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 38 (4.50%) Endur
2 8 (0.95%) 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%) SAP S/4HANA
6 1 (0.12%) Data Workbench
6 1 (0.12%) Oracle EBS
6 1 (0.12%) Oracle ERP
6 1 (0.12%) SAP ERP
6 1 (0.12%) Shopify
6 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 309 (36.57%) Azure
2 218 (25.80%) Power Platform
3 175 (20.71%) AWS
4 88 (10.41%) Snowflake
5 81 (9.59%) Azure Data Factory
6 68 (8.05%) GCP
7 47 (5.56%) Matillion
8 42 (4.97%) Azure Synapse Analytics
9 40 (4.73%) Power Automate
10 38 (4.50%) dbt
11 35 (4.14%) Azure DevOps
12 33 (3.91%) SaaS
13 32 (3.79%) PowerApps
13 32 (3.79%) Serverless
14 30 (3.55%) Azure Cosmos DB
15 22 (2.60%) Amazon S3
16 21 (2.49%) Microsoft 365
17 15 (1.78%) Cloud Computing
17 15 (1.78%) Dynamics 365
18 13 (1.54%) Amazon Kinesis
Communications & Networking
1 10 (1.18%) Network Security
2 9 (1.07%) TCP/IP
3 7 (0.83%) DNS
3 7 (0.83%) Firewall
4 6 (0.71%) HTTP
5 5 (0.59%) BGP
5 5 (0.59%) Intrusion Detection
5 5 (0.59%) IPsec
5 5 (0.59%) LAN
5 5 (0.59%) NGFW
5 5 (0.59%) OSPF
5 5 (0.59%) SSL
5 5 (0.59%) VLAN
5 5 (0.59%) VPN
5 5 (0.59%) WAN
5 5 (0.59%) Wireless
6 4 (0.47%) Broadband
6 4 (0.47%) Internet
6 4 (0.47%) SMS
6 4 (0.47%) WPA
Database & Business Intelligence
1 235 (27.81%) Data Warehouse
2 208 (24.62%) Power BI
3 185 (21.89%) SQL Server
4 122 (14.44%) Data Lake
5 108 (12.78%) Relational Database
6 79 (9.35%) Tableau
7 67 (7.93%) Metadata
8 57 (6.75%) SQL Server Integration Services
9 53 (6.27%) PostgreSQL
10 50 (5.92%) Big Data
11 49 (5.80%) RDBMS
12 41 (4.85%) NoSQL
13 39 (4.62%) SQL Server Reporting Services
13 39 (4.62%) Star Schema
14 37 (4.38%) BigQuery
15 34 (4.02%) Elasticsearch
16 29 (3.43%) Power Query
17 28 (3.31%) Amazon Redshift
18 27 (3.20%) Hadoop
19 25 (2.96%) SQL Server Analysis Services
Development Applications
1 48 (5.68%) GitLab
2 33 (3.91%) Git
3 26 (3.08%) Jenkins
4 25 (2.96%) JIRA
5 8 (0.95%) ERwin
5 8 (0.95%) Oracle Forms
6 7 (0.83%) Visual Studio
7 5 (0.59%) Postman
7 5 (0.59%) SoapUI
8 4 (0.47%) Bitbucket
9 3 (0.36%) GoCD
9 3 (0.36%) Selenium
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%) Subversion
11 1 (0.12%) WebDriver
General
1 281 (33.25%) Social Skills
2 179 (21.18%) Finance
3 163 (19.29%) Analytical Skills
4 70 (8.28%) Public Sector
5 65 (7.69%) Inclusion and Diversity
6 59 (6.98%) Legal
7 57 (6.75%) Marketing
8 56 (6.63%) Games
9 53 (6.27%) Banking
10 34 (4.02%) Presentation Skills
11 33 (3.91%) Retail
12 32 (3.79%) Law
13 20 (2.37%) Pharmaceutical
14 15 (1.78%) Influencing Skills
15 14 (1.66%) Advertising
15 14 (1.66%) Organisational Skills
16 12 (1.42%) Manufacturing
17 9 (1.07%) Local Government
18 7 (0.83%) Publishing
19 6 (0.71%) Wearables
Job Titles
1 207 (24.50%) Data Engineer
2 189 (22.37%) Senior
3 155 (18.34%) Architect
4 111 (13.14%) Data Architect
4 111 (13.14%) Developer
5 102 (12.07%) Analyst
6 66 (7.81%) Lead
7 47 (5.56%) Data Analyst
8 45 (5.33%) Senior Data Engineer
9 39 (4.62%) Business Intelligence Developer
10 38 (4.50%) Consultant
11 32 (3.79%) Data Manager
11 32 (3.79%) Senior Manager
12 30 (3.55%) Senior Analyst
13 25 (2.96%) Lead Data Engineer
14 24 (2.84%) Development Manager
14 24 (2.84%) Senior Development Manager
14 24 (2.84%) Solutions Architect
15 23 (2.72%) Power BI Developer
16 22 (2.60%) Analytics Manager
Libraries, Frameworks & Software Standards
1 32 (3.79%) .NET
2 26 (3.08%) Web Services
3 25 (2.96%) Kafka
4 24 (2.84%) RESTful
5 23 (2.72%) CSS
6 20 (2.37%) PySpark
7 18 (2.13%) React
8 17 (2.01%) HTML
9 16 (1.89%) REST
10 15 (1.78%) Django
10 15 (1.78%) JSON
11 14 (1.66%) ASP.NET
12 13 (1.54%) RabbitMQ
12 13 (1.54%) XML
13 9 (1.07%) MDX
14 8 (0.95%) Pandas
15 7 (0.83%) Node.js
15 7 (0.83%) SOAP
16 6 (0.71%) .NET Framework
16 6 (0.71%) ODBC
Miscellaneous
1 96 (11.36%) Data Structures
2 77 (9.11%) Management Information System
3 73 (8.64%) Algorithms
4 41 (4.85%) Self-Motivation
5 40 (4.73%) Product Ownership
6 37 (4.38%) Swaptions
7 21 (2.49%) Life Science
8 17 (2.01%) Cloud Native
8 17 (2.01%) IoT
9 16 (1.89%) Client/Server
9 16 (1.89%) NHS
10 14 (1.66%) Onboarding
10 14 (1.66%) Public Cloud
10 14 (1.66%) Taxonomies
11 13 (1.54%) Online Games
12 11 (1.30%) Distributed Systems
13 10 (1.18%) Freedom of Information
13 10 (1.18%) Legacy Systems
14 9 (1.07%) Greenfield Project
14 9 (1.07%) Renewable Energy
Operating Systems
1 20 (2.37%) Linux
2 9 (1.07%) Windows
3 8 (0.95%) Android
3 8 (0.95%) Apple iOS
4 3 (0.36%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 358 (42.37%) Analytics
2 299 (35.38%) ETL
3 284 (33.61%) Business Intelligence
4 215 (25.44%) Data Science
5 194 (22.96%) Data Engineering
6 173 (20.47%) Agile
7 163 (19.29%) Data Pipeline
8 162 (19.17%) Visualisation
9 160 (18.93%) Problem-Solving
10 148 (17.51%) Data Analytics
11 144 (17.04%) Data Governance
12 142 (16.80%) Data Integration
13 137 (16.21%) Roadmaps
14 134 (15.86%) Data Strategy
15 132 (15.62%) Data Management
16 127 (15.03%) Data Analysis
17 123 (14.56%) Computer Science
17 123 (14.56%) DevOps
18 119 (14.08%) Data Architecture
19 117 (13.85%) Machine Learning
Programming Languages
1 418 (49.47%) SQL
2 301 (35.62%) Python
3 80 (9.47%) C#
4 78 (9.23%) Java
5 54 (6.39%) T-SQL
6 45 (5.33%) Data Analysis Expressions
7 40 (4.73%) JavaScript
8 37 (4.38%) VB
9 36 (4.26%) R
10 23 (2.72%) C
11 19 (2.25%) Scala
12 12 (1.42%) PowerShell
13 9 (1.07%) TypeScript
14 8 (0.95%) Go
15 7 (0.83%) Bash
16 5 (0.59%) VBA
17 4 (0.47%) Kusto Query Language
17 4 (0.47%) VB.NET
18 3 (0.36%) Apex Code
18 3 (0.36%) Shell Script
Qualifications
1 186 (22.01%) Degree
2 71 (8.40%) Computer Science Degree
3 47 (5.56%) Master's Degree
4 43 (5.09%) Security Cleared
5 40 (4.73%) SC Cleared
6 34 (4.02%) Microsoft Certification
7 19 (2.25%) Numerate Degree
8 18 (2.13%) PhD
9 13 (1.54%) DV Cleared
10 11 (1.30%) DBS Check
11 10 (1.18%) MBA
12 8 (0.95%) Azure Certification
13 6 (0.71%) TOGAF Certification
14 5 (0.59%) CCIE
14 5 (0.59%) Cisco Certification
14 5 (0.59%) HNC
14 5 (0.59%) JNCIE
15 4 (0.47%) CISSP
15 4 (0.47%) CRISC
15 4 (0.47%) GIAC
Quality Assurance & Compliance
1 159 (18.82%) Data Quality
2 34 (4.02%) GDPR
3 27 (3.20%) QA
4 17 (2.01%) Accessibility
5 5 (0.59%) California Consumer Privacy Act
6 4 (0.47%) COBIT
6 4 (0.47%) Solvency II
7 3 (0.36%) ISO/IEC 27001
8 2 (0.24%) Actionable Recommendations
8 2 (0.24%) ISO 9001
9 1 (0.12%) Cyber Essentials
9 1 (0.12%) GxP
9 1 (0.12%) HMG Security Policy Framework
9 1 (0.12%) SNOMED CT
System Software
1 34 (4.02%) Docker
2 4 (0.47%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 38 (4.50%) Kubernetes
2 26 (3.08%) Terraform
3 12 (1.42%) Ansible
4 8 (0.95%) logstash
5 3 (0.36%) Grafana
6 2 (0.24%) Single Sign-On
Vendors
1 166 (19.64%) Microsoft
2 113 (13.37%) Databricks
3 66 (7.81%) Oracle
4 39 (4.62%) TIBCO
5 38 (4.50%) OpenLink
5 38 (4.50%) Sybase
6 31 (3.67%) SAP
7 25 (2.96%) Salesforce
8 24 (2.84%) Google
9 19 (2.25%) Informatica
10 12 (1.42%) Talend
11 11 (1.30%) IBM
11 11 (1.30%) Teradata
12 9 (1.07%) Alteryx
13 7 (0.83%) F5
14 6 (0.71%) Cognos
14 6 (0.71%) Facebook
14 6 (0.71%) Jitterbit
15 5 (0.59%) ServiceNow
16 4 (0.47%) Coremetrics