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

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 130 117 122
Rank change year-on-year -13 +5 +27
Permanent jobs citing Data Modelling 836 1,096 2,456
As % of all permanent jobs with a WFH option 2.41% 2.84% 3.31%
As % of the Processes & Methodologies category 2.67% 2.96% 3.41%
Number of salaries quoted 624 784 1,297
10th Percentile £37,800 £43,750 £42,500
25th Percentile £47,500 £51,250 £52,500
Median annual salary (50th Percentile) £62,500 £65,000 £69,925
Median % change year-on-year -3.85% -7.04% +16.54%
75th Percentile £85,000 £83,750 £85,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £65,400 £67,500 £65,000
% change year-on-year -3.11% +3.85% +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 31,253 37,089 72,078
As % of all permanent jobs with a WFH option 90.24% 96.02% 97.15%
Number of salaries quoted 23,514 26,211 41,851
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
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 £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 31 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 45 (5.38%) Apache Spark
2 35 (4.19%) Microsoft Exchange
3 23 (2.75%) Apache Airflow
4 20 (2.39%) Apache
5 18 (2.15%) SharePoint
6 16 (1.91%) SAS
7 4 (0.48%) Confluence
8 2 (0.24%) Moodle
9 1 (0.12%) Apache Solr
9 1 (0.12%) CMS
Applications
1 47 (5.62%) Microsoft Excel
2 13 (1.56%) Microsoft Office
3 10 (1.20%) Spreadsheet
4 9 (1.08%) Microsoft PowerPoint
5 6 (0.72%) MS Visio
6 3 (0.36%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 36 (4.31%) Endur
2 8 (0.96%) Dynamics CRM
3 6 (0.72%) NetSuite
4 5 (0.60%) 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
1 309 (36.96%) Azure
2 221 (26.44%) Power Platform
3 170 (20.33%) AWS
4 86 (10.29%) Snowflake
5 81 (9.69%) Azure Data Factory
6 62 (7.42%) GCP
7 46 (5.50%) Matillion
8 44 (5.26%) Azure Synapse Analytics
9 41 (4.90%) Power Automate
10 37 (4.43%) dbt
11 34 (4.07%) PowerApps
11 34 (4.07%) SaaS
12 33 (3.95%) Azure DevOps
13 31 (3.71%) Azure Cosmos DB
13 31 (3.71%) Serverless
14 22 (2.63%) Amazon S3
14 22 (2.63%) Microsoft 365
15 16 (1.91%) Dynamics 365
16 14 (1.67%) Cloud Computing
17 13 (1.56%) Amazon Kinesis
Communications & Networking
1 10 (1.20%) Network Security
2 9 (1.08%) TCP/IP
3 7 (0.84%) DNS
3 7 (0.84%) Firewall
4 6 (0.72%) HTTP
5 5 (0.60%) BGP
5 5 (0.60%) Intrusion Detection
5 5 (0.60%) IPsec
5 5 (0.60%) LAN
5 5 (0.60%) NGFW
5 5 (0.60%) OSPF
5 5 (0.60%) SSL
5 5 (0.60%) VLAN
5 5 (0.60%) VPN
5 5 (0.60%) WAN
5 5 (0.60%) Wireless
6 4 (0.48%) Broadband
6 4 (0.48%) Internet
6 4 (0.48%) SMS
6 4 (0.48%) WPA
Database & Business Intelligence
1 232 (27.75%) Data Warehouse
2 211 (25.24%) Power BI
3 182 (21.77%) SQL Server
4 120 (14.35%) Data Lake
5 106 (12.68%) Relational Database
6 80 (9.57%) Tableau
7 64 (7.66%) Metadata
8 54 (6.46%) SQL Server Integration Services
9 53 (6.34%) PostgreSQL
10 48 (5.74%) Big Data
11 46 (5.50%) RDBMS
12 38 (4.55%) SQL Server Reporting Services
13 37 (4.43%) NoSQL
13 37 (4.43%) Star Schema
14 35 (4.19%) BigQuery
15 33 (3.95%) Elasticsearch
16 28 (3.35%) Power Query
17 27 (3.23%) Amazon Redshift
17 27 (3.23%) Hadoop
18 24 (2.87%) SQL Server Analysis Services
Development Applications
1 48 (5.74%) GitLab
2 33 (3.95%) Git
3 24 (2.87%) Jenkins
4 23 (2.75%) JIRA
5 8 (0.96%) Oracle Forms
5 8 (0.96%) Visual Studio
6 7 (0.84%) ERwin
7 5 (0.60%) Postman
7 5 (0.60%) SoapUI
8 4 (0.48%) 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%) Subversion
10 2 (0.24%) Vite
11 1 (0.12%) IntelliJ
11 1 (0.12%) Mockito
11 1 (0.12%) WebDriver
General
1 281 (33.61%) Social Skills
2 176 (21.05%) Finance
3 162 (19.38%) Analytical Skills
4 70 (8.37%) Public Sector
5 66 (7.89%) Inclusion and Diversity
6 57 (6.82%) Legal
7 55 (6.58%) Banking
8 54 (6.46%) Games
8 54 (6.46%) Marketing
9 32 (3.83%) Retail
10 31 (3.71%) Law
10 31 (3.71%) Presentation Skills
11 20 (2.39%) Pharmaceutical
12 15 (1.79%) Influencing Skills
13 13 (1.56%) Advertising
13 13 (1.56%) Organisational Skills
14 12 (1.44%) Manufacturing
15 10 (1.20%) Local Government
16 8 (0.96%) Publishing
17 6 (0.72%) Wearables
Job Titles
1 198 (23.68%) Data Engineer
2 189 (22.61%) Senior
3 153 (18.30%) Architect
4 109 (13.04%) Data Architect
5 108 (12.92%) Analyst
6 107 (12.80%) Developer
7 65 (7.78%) Lead
8 53 (6.34%) Data Analyst
9 44 (5.26%) Senior Data Engineer
10 40 (4.78%) Consultant
11 39 (4.67%) Business Intelligence Developer
12 34 (4.07%) Senior Analyst
13 31 (3.71%) Data Manager
13 31 (3.71%) Senior Manager
14 24 (2.87%) Lead Data Engineer
15 23 (2.75%) Development Manager
15 23 (2.75%) Senior Development Manager
15 23 (2.75%) Solutions Architect
16 22 (2.63%) Power BI Developer
17 21 (2.51%) Platform Architect
Libraries, Frameworks & Software Standards
1 31 (3.71%) .NET
2 26 (3.11%) Web Services
3 25 (2.99%) Kafka
4 24 (2.87%) RESTful
5 23 (2.75%) CSS
6 20 (2.39%) PySpark
7 18 (2.15%) React
8 17 (2.03%) HTML
9 15 (1.79%) Django
10 14 (1.67%) ASP.NET
10 14 (1.67%) JSON
10 14 (1.67%) REST
11 13 (1.56%) RabbitMQ
11 13 (1.56%) XML
12 9 (1.08%) MDX
13 7 (0.84%) Node.js
13 7 (0.84%) Pandas
13 7 (0.84%) SOAP
14 6 (0.72%) Apache Beam
14 6 (0.72%) LAPP Stack
Miscellaneous
1 97 (11.60%) Data Structures
2 78 (9.33%) Management Information System
3 74 (8.85%) Algorithms
4 41 (4.90%) Self-Motivation
5 36 (4.31%) Product Ownership
6 35 (4.19%) Swaptions
7 21 (2.51%) Life Science
8 18 (2.15%) Onboarding
9 17 (2.03%) Cloud Native
10 16 (1.91%) Client/Server
10 16 (1.91%) NHS
11 15 (1.79%) IoT
12 14 (1.67%) Taxonomies
13 13 (1.56%) Online Games
14 12 (1.44%) Public Cloud
15 11 (1.32%) Distributed Systems
16 10 (1.20%) Freedom of Information
17 9 (1.08%) Greenfield Project
17 9 (1.08%) Legacy Systems
17 9 (1.08%) Renewable Energy
Operating Systems
1 20 (2.39%) Linux
2 9 (1.08%) Windows
3 8 (0.96%) Android
3 8 (0.96%) Apple iOS
4 3 (0.36%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 360 (43.06%) Analytics
2 288 (34.45%) ETL
3 282 (33.73%) Business Intelligence
4 209 (25.00%) Data Science
5 192 (22.97%) Data Engineering
6 165 (19.74%) Agile
7 164 (19.62%) Visualisation
8 162 (19.38%) Problem-Solving
9 156 (18.66%) Data Pipeline
10 147 (17.58%) Data Analytics
11 144 (17.22%) Data Governance
12 143 (17.11%) Data Integration
13 139 (16.63%) Data Management
14 135 (16.15%) Data Analysis
15 134 (16.03%) Roadmaps
16 127 (15.19%) Computer Science
16 127 (15.19%) Data Strategy
17 118 (14.11%) Data Architecture
18 117 (14.00%) Data Visualisation
18 117 (14.00%) DevOps
Programming Languages
1 419 (50.12%) SQL
2 294 (35.17%) Python
3 80 (9.57%) C#
4 73 (8.73%) Java
5 54 (6.46%) T-SQL
6 43 (5.14%) Data Analysis Expressions
7 40 (4.78%) JavaScript
8 36 (4.31%) R
9 35 (4.19%) VB
10 23 (2.75%) C
11 19 (2.27%) Scala
12 13 (1.56%) PowerShell
13 9 (1.08%) TypeScript
14 8 (0.96%) Go
15 7 (0.84%) Bash
16 6 (0.72%) VBA
17 4 (0.48%) Kusto Query Language
17 4 (0.48%) VB.NET
18 3 (0.36%) Apex Code
18 3 (0.36%) Shell Script
Qualifications
1 187 (22.37%) Degree
2 74 (8.85%) Computer Science Degree
3 47 (5.62%) Master's Degree
4 42 (5.02%) Security Cleared
5 40 (4.78%) SC Cleared
6 33 (3.95%) Microsoft Certification
7 17 (2.03%) Numerate Degree
7 17 (2.03%) PhD
8 13 (1.56%) DV Cleared
9 11 (1.32%) DBS Check
10 10 (1.20%) MBA
11 8 (0.96%) Azure Certification
12 6 (0.72%) TOGAF Certification
13 5 (0.60%) CCIE
13 5 (0.60%) Cisco Certification
13 5 (0.60%) HNC
13 5 (0.60%) JNCIE
14 4 (0.48%) CRISC
14 4 (0.48%) ISSMP
14 4 (0.48%) PMI Certification
Quality Assurance & Compliance
1 167 (19.98%) Data Quality
2 34 (4.07%) GDPR
3 25 (2.99%) QA
4 18 (2.15%) Accessibility
5 5 (0.60%) California Consumer Privacy Act
6 4 (0.48%) COBIT
6 4 (0.48%) 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 33 (3.95%) Docker
2 4 (0.48%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 36 (4.31%) Kubernetes
2 26 (3.11%) Terraform
3 12 (1.44%) Ansible
4 8 (0.96%) logstash
5 3 (0.36%) Grafana
6 2 (0.24%) Single Sign-On
Vendors
1 164 (19.62%) Microsoft
2 112 (13.40%) Databricks
3 64 (7.66%) Oracle
4 37 (4.43%) TIBCO
5 36 (4.31%) OpenLink
5 36 (4.31%) Sybase
6 29 (3.47%) SAP
7 25 (2.99%) Salesforce
8 22 (2.63%) Google
9 18 (2.15%) Informatica
10 11 (1.32%) Talend
11 10 (1.20%) IBM
11 10 (1.20%) Teradata
12 9 (1.08%) Alteryx
13 7 (0.84%) F5
14 6 (0.72%) Cognos
14 6 (0.72%) Facebook
14 6 (0.72%) Jitterbit
15 4 (0.48%) Alibaba
15 4 (0.48%) ServiceNow