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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 124 96 118
Rank change year-on-year -28 +22 +33
Permanent jobs citing Data Modelling 850 1,380 2,258
As % of all permanent jobs with a WFH option 2.51% 3.32% 3.29%
As % of the Processes & Methodologies category 2.75% 3.45% 3.39%
Number of salaries quoted 642 842 1,271
10th Percentile £37,600 £42,775 £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 £85,000 £83,750
90th Percentile £100,000 £100,000 £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 30,965 39,955 66,612
As % of all permanent jobs with a WFH option 91.45% 96.10% 96.96%
Number of salaries quoted 23,443 27,739 41,261
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 8 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 47 (5.53%) Apache Spark
2 30 (3.53%) Microsoft Exchange
3 23 (2.71%) Apache Airflow
4 21 (2.47%) Apache
5 18 (2.12%) SharePoint
6 17 (2.00%) SAS
7 6 (0.71%) Confluence
8 2 (0.24%) Apache Solr
8 2 (0.24%) Moodle
9 1 (0.12%) CMS
Applications
1 45 (5.29%) Microsoft Excel
2 13 (1.53%) Microsoft Office
3 10 (1.18%) 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 31 (3.65%) Endur
2 8 (0.94%) Dynamics CRM
3 6 (0.71%) NetSuite
4 5 (0.59%) Odoo
5 3 (0.35%) SAP S/4HANA
6 2 (0.24%) MIS ActiveH
6 2 (0.24%) NEC Housing
6 2 (0.24%) Oracle EBS
7 1 (0.12%) Aladdin
7 1 (0.12%) Bloomberg AIM
7 1 (0.12%) Data Workbench
7 1 (0.12%) HFM
7 1 (0.12%) Oracle ERP
7 1 (0.12%) SAP ERP
7 1 (0.12%) Shopify
7 1 (0.12%) SimCorp Dimension
7 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 307 (36.12%) Azure
2 210 (24.71%) Power Platform
3 179 (21.06%) AWS
4 91 (10.71%) Snowflake
5 77 (9.06%) Azure Data Factory
6 75 (8.82%) GCP
7 49 (5.76%) Matillion
8 40 (4.71%) Azure Synapse Analytics
9 39 (4.59%) dbt
10 38 (4.47%) Power Automate
11 36 (4.24%) SaaS
12 35 (4.12%) Azure DevOps
13 32 (3.76%) Serverless
14 31 (3.65%) PowerApps
15 30 (3.53%) Azure Cosmos DB
16 22 (2.59%) Amazon S3
17 19 (2.24%) Microsoft 365
18 16 (1.88%) Cloud Computing
19 15 (1.76%) Dynamics 365
20 13 (1.53%) Amazon Kinesis
Communications & Networking
1 10 (1.18%) Network Security
2 9 (1.06%) TCP/IP
3 7 (0.82%) DNS
3 7 (0.82%) 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
1 237 (27.88%) Data Warehouse
2 200 (23.53%) Power BI
3 177 (20.82%) SQL Server
4 122 (14.35%) Data Lake
5 100 (11.76%) Relational Database
6 78 (9.18%) Tableau
7 75 (8.82%) Metadata
8 57 (6.71%) SQL Server Integration Services
9 53 (6.24%) PostgreSQL
10 51 (6.00%) Big Data
11 43 (5.06%) RDBMS
12 42 (4.94%) BigQuery
13 41 (4.82%) Star Schema
14 40 (4.71%) NoSQL
15 38 (4.47%) SQL Server Reporting Services
16 34 (4.00%) Elasticsearch
17 31 (3.65%) Hadoop
18 29 (3.41%) Amazon Redshift
18 29 (3.41%) Power Query
19 26 (3.06%) SQL Server Analysis Services
Development Applications
1 48 (5.65%) GitLab
2 32 (3.76%) Git
3 27 (3.18%) Jenkins
4 25 (2.94%) JIRA
5 9 (1.06%) ERwin
6 8 (0.94%) Oracle Forms
6 8 (0.94%) Visual Studio
7 6 (0.71%) Postman
7 6 (0.71%) SoapUI
8 4 (0.47%) Bitbucket
9 3 (0.35%) GoCD
9 3 (0.35%) 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%) JUnit
11 1 (0.12%) Mockito
11 1 (0.12%) WebDriver
General
1 281 (33.06%) Social Skills
2 193 (22.71%) Finance
3 152 (17.88%) Analytical Skills
4 68 (8.00%) Public Sector
5 65 (7.65%) Inclusion and Diversity
6 62 (7.29%) Legal
7 56 (6.59%) Banking
8 52 (6.12%) Marketing
9 50 (5.88%) Games
10 42 (4.94%) Presentation Skills
11 34 (4.00%) Law
12 33 (3.88%) Retail
13 23 (2.71%) Influencing Skills
14 14 (1.65%) Advertising
14 14 (1.65%) Organisational Skills
15 12 (1.41%) Manufacturing
16 11 (1.29%) Pharmaceutical
17 10 (1.18%) Documentation Skills
18 8 (0.94%) Publishing
19 7 (0.82%) Local Government
Job Titles
1 205 (24.12%) Data Engineer
2 184 (21.65%) Senior
3 157 (18.47%) Architect
4 116 (13.65%) Data Architect
5 113 (13.29%) Developer
6 109 (12.82%) Analyst
7 64 (7.53%) Lead
8 51 (6.00%) Data Analyst
9 45 (5.29%) Senior Data Engineer
10 41 (4.82%) Consultant
11 39 (4.59%) Business Intelligence Developer
12 32 (3.76%) Data Manager
13 31 (3.65%) Senior Analyst
14 28 (3.29%) Senior Manager
15 26 (3.06%) Solutions Architect
16 25 (2.94%) Power BI Developer
17 24 (2.82%) Lead Data Engineer
18 22 (2.59%) Analytics Manager
18 22 (2.59%) Senior Architect
18 22 (2.59%) Senior Developer
Libraries, Frameworks & Software Standards
1 34 (4.00%) .NET
2 28 (3.29%) Web Services
3 26 (3.06%) Kafka
4 25 (2.94%) RESTful
5 23 (2.71%) CSS
6 18 (2.12%) PySpark
6 18 (2.12%) React
7 17 (2.00%) HTML
8 16 (1.88%) JSON
9 15 (1.76%) ASP.NET
9 15 (1.76%) Django
9 15 (1.76%) REST
10 14 (1.65%) XML
11 13 (1.53%) RabbitMQ
12 9 (1.06%) MDX
13 8 (0.94%) SOAP
14 7 (0.82%) .NET Framework
14 7 (0.82%) Node.js
14 7 (0.82%) Pandas
15 6 (0.71%) WCF
Miscellaneous
1 98 (11.53%) Data Structures
2 78 (9.18%) Management Information System
3 64 (7.53%) Algorithms
4 41 (4.82%) Self-Motivation
5 39 (4.59%) Product Ownership
6 30 (3.53%) Swaptions
7 18 (2.12%) Cloud Native
8 16 (1.88%) Client/Server
8 16 (1.88%) IoT
8 16 (1.88%) NHS
9 15 (1.76%) Public Cloud
10 14 (1.65%) Onboarding
10 14 (1.65%) Taxonomies
11 13 (1.53%) Online Games
12 12 (1.41%) Distributed Systems
12 12 (1.41%) Life Science
13 10 (1.18%) Freedom of Information
13 10 (1.18%) Legacy Systems
14 9 (1.06%) Greenfield Project
15 8 (0.94%) Renewable Energy
Operating Systems
1 20 (2.35%) Linux
2 9 (1.06%) Windows
3 7 (0.82%) Android
3 7 (0.82%) Apple iOS
4 3 (0.35%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 363 (42.71%) Analytics
2 305 (35.88%) ETL
3 291 (34.24%) Business Intelligence
4 208 (24.47%) Data Science
5 195 (22.94%) Data Engineering
6 178 (20.94%) Agile
7 166 (19.53%) Data Pipeline
8 159 (18.71%) Problem-Solving
9 153 (18.00%) Visualisation
10 150 (17.65%) Data Analytics
11 147 (17.29%) Data Integration
12 142 (16.71%) Data Governance
13 135 (15.88%) Data Management
14 133 (15.65%) Data Strategy
15 132 (15.53%) Data Analysis
16 131 (15.41%) Roadmaps
17 124 (14.59%) Data Architecture
18 123 (14.47%) DevOps
19 120 (14.12%) Machine Learning
20 110 (12.94%) Computer Science
Programming Languages
1 423 (49.76%) SQL
2 301 (35.41%) Python
3 80 (9.41%) C#
4 73 (8.59%) Java
5 53 (6.24%) T-SQL
6 46 (5.41%) Data Analysis Expressions
7 41 (4.82%) JavaScript
8 36 (4.24%) R
9 30 (3.53%) VB
10 23 (2.71%) C
11 21 (2.47%) Scala
12 10 (1.18%) PowerShell
13 9 (1.06%) TypeScript
14 8 (0.94%) Bash
14 8 (0.94%) Go
15 4 (0.47%) Kusto Query Language
15 4 (0.47%) VB.NET
16 3 (0.35%) PL/SQL
16 3 (0.35%) Shell Script
16 3 (0.35%) VBA
Qualifications
1 174 (20.47%) Degree
2 68 (8.00%) Computer Science Degree
3 48 (5.65%) Security Cleared
4 44 (5.18%) SC Cleared
5 38 (4.47%) Master's Degree
6 35 (4.12%) Microsoft Certification
7 20 (2.35%) Numerate Degree
8 13 (1.53%) DV Cleared
9 10 (1.18%) DBS Check
9 10 (1.18%) MBA
10 9 (1.06%) PhD
11 8 (0.94%) Azure Certification
12 6 (0.71%) HNC
12 6 (0.71%) TOGAF Certification
13 5 (0.59%) CCIE
13 5 (0.59%) Cisco Certification
13 5 (0.59%) JNCIE
14 4 (0.47%) CRISC
14 4 (0.47%) GIAC
14 4 (0.47%) ISSMP
Quality Assurance & Compliance
1 163 (19.18%) Data Quality
2 38 (4.47%) QA
3 35 (4.12%) GDPR
4 16 (1.88%) Accessibility
5 5 (0.59%) California Consumer Privacy Act
6 4 (0.47%) COBIT
6 4 (0.47%) Solvency II
7 3 (0.35%) ISO/IEC 27001
8 2 (0.24%) ISO 9001
9 1 (0.12%) Actionable Recommendations
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 35 (4.12%) Docker
2 4 (0.47%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 39 (4.59%) Kubernetes
2 25 (2.94%) Terraform
3 12 (1.41%) Ansible
4 8 (0.94%) logstash
5 3 (0.35%) Grafana
6 2 (0.24%) Single Sign-On
7 1 (0.12%) Rancher
Vendors
1 171 (20.12%) Microsoft
2 110 (12.94%) Databricks
3 62 (7.29%) Oracle
4 34 (4.00%) SAP
5 32 (3.76%) TIBCO
6 31 (3.65%) OpenLink
6 31 (3.65%) Sybase
7 30 (3.53%) Google
8 25 (2.94%) Salesforce
9 20 (2.35%) Informatica
10 14 (1.65%) Talend
11 13 (1.53%) IBM
12 11 (1.29%) Teradata
13 9 (1.06%) Alteryx
14 7 (0.82%) F5
15 6 (0.71%) Cognos
15 6 (0.71%) Facebook
15 6 (0.71%) Jitterbit
16 4 (0.47%) Alibaba
16 4 (0.47%) ServiceNow