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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 159 105 127
Rank change year-on-year -54 +22 +16
Permanent jobs citing Data Modelling 582 989 2,514
As % of all permanent jobs with a WFH option 2.08% 3.01% 3.20%
As % of the Processes & Methodologies category 2.35% 3.14% 3.30%
Number of salaries quoted 392 728 1,310
10th Percentile £41,300 £43,675 £42,500
25th Percentile £51,250 £50,172 £53,750
Median annual salary (50th Percentile) £67,500 £66,050 £70,000
Median % change year-on-year +2.19% -5.64% +16.67%
75th Percentile £85,000 £82,849 £86,250
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £70,000 £67,500 £67,500
% change year-on-year +3.70% - +12.50%

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 24,720 31,469 76,283
As % of all permanent jobs with a WFH option 88.48% 95.89% 97.14%
Number of salaries quoted 17,624 23,346 43,834
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,965 £62,500 £60,000
Median % change year-on-year -7.26% +4.17% +9.09%
75th Percentile £77,500 £81,250 £80,000
90th Percentile £96,250 £100,000 £95,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +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 26 July 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 25 (4.30%) Apache Spark
2 23 (3.95%) Microsoft Exchange
3 13 (2.23%) Apache Airflow
4 11 (1.89%) Apache
4 11 (1.89%) SharePoint
5 9 (1.55%) SAS
6 3 (0.52%) Confluence
7 2 (0.34%) Adobe Experience Manager
7 2 (0.34%) Moodle
8 1 (0.17%) CMS
8 1 (0.17%) IBM HTTP Server
Applications
1 34 (5.84%) Microsoft Excel
2 13 (2.23%) Microsoft Office
3 7 (1.20%) Microsoft PowerPoint
4 6 (1.03%) Spreadsheet
5 5 (0.86%) MS Visio
6 3 (0.52%) Trello
7 1 (0.17%) Chatbot
Business Applications
1 24 (4.12%) Endur
2 8 (1.37%) Dynamics CRM
3 6 (1.03%) NetSuite
4 5 (0.86%) Odoo
5 2 (0.34%) MIS ActiveH
5 2 (0.34%) NEC Housing
5 2 (0.34%) Oracle ERP
6 1 (0.17%) Data Workbench
6 1 (0.17%) Oracle EBS
6 1 (0.17%) SAP ERP
6 1 (0.17%) SAP S/4HANA
6 1 (0.17%) Shopify
Cloud Services
1 238 (40.89%) Azure
2 190 (32.65%) Power Platform
3 103 (17.70%) AWS
4 67 (11.51%) Azure Data Factory
5 57 (9.79%) Azure Synapse Analytics
6 44 (7.56%) GCP
7 39 (6.70%) PowerApps
7 39 (6.70%) Snowflake
8 34 (5.84%) Power Automate
9 33 (5.67%) Azure DevOps
10 32 (5.50%) Microsoft 365
11 20 (3.44%) dbt
12 19 (3.26%) Dynamics 365
13 14 (2.41%) Serverless
14 13 (2.23%) SaaS
15 12 (2.06%) Amazon S3
16 10 (1.72%) Cloud Computing
17 9 (1.55%) Microsoft Purview
18 6 (1.03%) Matillion
19 5 (0.86%) AWS Lambda
Communications & Networking
1 6 (1.03%) DNS
1 6 (1.03%) Firewall
1 6 (1.03%) Network Security
2 4 (0.69%) BGP
2 4 (0.69%) HTTP
2 4 (0.69%) Intrusion Detection
2 4 (0.69%) IPsec
2 4 (0.69%) LAN
2 4 (0.69%) NGFW
2 4 (0.69%) OSPF
2 4 (0.69%) SSL
2 4 (0.69%) TCP/IP
2 4 (0.69%) VLAN
2 4 (0.69%) VPN
2 4 (0.69%) WAN
2 4 (0.69%) Wireless
3 2 (0.34%) WebEx
4 1 (0.17%) Skype
Database & Business Intelligence
1 177 (30.41%) Power BI
2 156 (26.80%) Data Warehouse
3 86 (14.78%) SQL Server
4 75 (12.89%) Relational Database
5 74 (12.71%) Data Lake
6 63 (10.82%) Tableau
7 41 (7.04%) SQL Server Integration Services
8 34 (5.84%) Metadata
9 27 (4.64%) RDBMS
10 24 (4.12%) SQL Server Reporting Services
11 23 (3.95%) BigQuery
12 22 (3.78%) NoSQL
12 22 (3.78%) PostgreSQL
13 20 (3.44%) Big Data
14 17 (2.92%) Power Query
14 17 (2.92%) Qlik Sense
15 16 (2.75%) Azure SQL Database
16 14 (2.41%) Data Vault
16 14 (2.41%) QlikView
16 14 (2.41%) SQL Server Analysis Services
Development Applications
1 36 (6.19%) Git
2 12 (2.06%) Subversion
3 10 (1.72%) Jenkins
4 9 (1.55%) JIRA
5 5 (0.86%) Bitbucket
5 5 (0.86%) ERwin
5 5 (0.86%) GitLab
5 5 (0.86%) Visual Studio
6 3 (0.52%) GoCD
6 3 (0.52%) Postman
6 3 (0.52%) Selenium
6 3 (0.52%) SoapUI
7 2 (0.34%) Balsamiq
7 2 (0.34%) Cypress.io
7 2 (0.34%) ER Studio
7 2 (0.34%) Vite
8 1 (0.17%) IntelliJ
8 1 (0.17%) Mockito
8 1 (0.17%) WebDriver
General
1 239 (41.07%) Social Skills
2 149 (25.60%) Analytical Skills
3 104 (17.87%) Finance
4 66 (11.34%) Inclusion and Diversity
5 54 (9.28%) Public Sector
6 48 (8.25%) Pharmaceutical
7 41 (7.04%) Legal
8 33 (5.67%) Marketing
9 31 (5.33%) Banking
10 29 (4.98%) Games
11 26 (4.47%) Retail
12 13 (2.23%) Presentation Skills
13 11 (1.89%) Law
14 10 (1.72%) Influencing Skills
14 10 (1.72%) Organisational Skills
15 7 (1.20%) Local Government
15 7 (1.20%) Manufacturing
16 5 (0.86%) Advertising
16 5 (0.86%) Publishing
16 5 (0.86%) Telecoms
Job Titles
1 131 (22.51%) Data Engineer
2 128 (21.99%) Senior
3 110 (18.90%) Architect
4 101 (17.35%) Analyst
5 69 (11.86%) Developer
6 62 (10.65%) Data Architect
7 53 (9.11%) Lead
8 47 (8.08%) Data Analyst
9 29 (4.98%) Senior Data Engineer
10 27 (4.64%) Platform Architect
10 27 (4.64%) Power Platform Architect
11 25 (4.30%) Lead Data Engineer
12 23 (3.95%) Data Scientist
13 22 (3.78%) Senior Analyst
13 22 (3.78%) Senior Data Scientist
13 22 (3.78%) Solutions Architect
14 21 (3.61%) Business Intelligence Developer
15 18 (3.09%) Azure Data Engineer
15 18 (3.09%) Azure Engineer
15 18 (3.09%) Senior Manager
Libraries, Frameworks & Software Standards
1 23 (3.95%) PySpark
2 22 (3.78%) HTML
3 20 (3.44%) CSS
4 16 (2.75%) Web Services
5 12 (2.06%) REST
6 10 (1.72%) .NET
6 10 (1.72%) XML
7 9 (1.55%) JSON
8 7 (1.20%) React
9 6 (1.03%) Kafka
9 6 (1.03%) MDX
9 6 (1.03%) Pandas
9 6 (1.03%) RESTful
10 5 (0.86%) Lightning Web Components
10 5 (0.86%) SOAP
11 4 (0.69%) AngularJS
11 4 (0.69%) ASP.NET
11 4 (0.69%) Node.js
11 4 (0.69%) YAML
12 3 (0.52%) Middleware
Miscellaneous
1 78 (13.40%) Algorithms
2 61 (10.48%) Data Structures
3 51 (8.76%) Management Information System
4 49 (8.42%) Life Science
5 24 (4.12%) Product Ownership
6 23 (3.95%) Swaptions
7 19 (3.26%) Onboarding
8 11 (1.89%) Cloud Native
9 9 (1.55%) Greenfield Project
9 9 (1.55%) Legacy Systems
9 9 (1.55%) Renewable Energy
10 8 (1.37%) IoT
11 6 (1.03%) Analytical Mindset
11 6 (1.03%) Hybrid Cloud
11 6 (1.03%) Reference Data
12 5 (0.86%) Blog
12 5 (0.86%) Client/Server
12 5 (0.86%) Data Centre
12 5 (0.86%) Driving Licence
12 5 (0.86%) Self-Motivation
Operating Systems
1 14 (2.41%) Linux
2 8 (1.37%) Windows
3 7 (1.20%) Android
3 7 (1.20%) Apple iOS
4 3 (0.52%) Windows Server
5 1 (0.17%) Unix
Processes & Methodologies
1 246 (42.27%) Analytics
2 204 (35.05%) Business Intelligence
3 179 (30.76%) ETL
4 156 (26.80%) Visualisation
5 134 (23.02%) Computer Science
6 132 (22.68%) Data Science
7 128 (21.99%) Data Visualisation
8 119 (20.45%) Data Governance
9 117 (20.10%) Data Engineering
10 106 (18.21%) Agile
11 105 (18.04%) Data Management
12 96 (16.49%) Data Analysis
13 94 (16.15%) Problem-Solving
14 91 (15.64%) Data Architecture
15 90 (15.46%) Roadmaps
16 86 (14.78%) Data Pipeline
17 78 (13.40%) Data Integration
18 76 (13.06%) Data Strategy
19 75 (12.89%) DevOps
19 75 (12.89%) Software Engineering
Programming Languages
1 264 (45.36%) SQL
2 181 (31.10%) Python
3 46 (7.90%) Java
4 34 (5.84%) T-SQL
5 33 (5.67%) C#
6 29 (4.98%) JavaScript
7 26 (4.47%) R
8 23 (3.95%) VB
9 22 (3.78%) Data Analysis Expressions
10 19 (3.26%) PowerShell
11 13 (2.23%) Julia
12 11 (1.89%) Scala
13 9 (1.55%) VBA
14 4 (0.69%) Bash
14 4 (0.69%) Go
14 4 (0.69%) Kusto Query Language
14 4 (0.69%) Shell Script
14 4 (0.69%) TypeScript
15 3 (0.52%) Apex Code
15 3 (0.52%) Ruby
Qualifications
1 165 (28.35%) Degree
2 66 (11.34%) Computer Science Degree
2 66 (11.34%) Master's Degree
3 46 (7.90%) PhD
4 41 (7.04%) Security Cleared
5 34 (5.84%) SC Cleared
6 33 (5.67%) Microsoft Certification
7 14 (2.41%) Numerate Degree
8 12 (2.06%) Azure Certification
8 12 (2.06%) DBS Check
9 6 (1.03%) MBA
10 5 (0.86%) PMI Certification
10 5 (0.86%) TOGAF Certification
11 4 (0.69%) CCIE
11 4 (0.69%) Cisco Certification
11 4 (0.69%) JNCIE
12 3 (0.52%) CISM
12 3 (0.52%) CISSP
12 3 (0.52%) CRISC
12 3 (0.52%) GIAC
Quality Assurance & Compliance
1 123 (21.13%) Data Quality
2 19 (3.26%) GDPR
3 17 (2.92%) QA
4 9 (1.55%) Accessibility
5 5 (0.86%) California Consumer Privacy Act
6 3 (0.52%) COBIT
7 2 (0.34%) ISO 20022
7 2 (0.34%) ISO 9001
7 2 (0.34%) ISO/IEC 27001
8 1 (0.17%) Actionable Recommendations
8 1 (0.17%) GRC
8 1 (0.17%) GxP
8 1 (0.17%) SNOMED CT
System Software
1 9 (1.55%) Docker
2 1 (0.17%) HDFS
Systems Management
1 21 (3.61%) Terraform
2 18 (3.09%) Kubernetes
3 10 (1.72%) Ansible
4 5 (0.86%) logstash
5 3 (0.52%) Grafana
6 1 (0.17%) Single Sign-On
Vendors
1 117 (20.10%) Microsoft
2 93 (15.98%) Databricks
3 39 (6.70%) Oracle
4 27 (4.64%) TIBCO
5 24 (4.12%) OpenLink
5 24 (4.12%) Sybase
6 21 (3.61%) Google
7 18 (3.09%) Salesforce
7 18 (3.09%) SAP
8 16 (2.75%) Informatica
9 10 (1.72%) Talend
10 9 (1.55%) Alteryx
11 6 (1.03%) Jitterbit
12 5 (0.86%) Facebook
13 4 (0.69%) IBM
13 4 (0.69%) MuleSoft
13 4 (0.69%) ServiceNow
13 4 (0.69%) Workday
14 3 (0.52%) Alibaba
14 3 (0.52%) Cognos