Data Modelling Jobs with Hybrid/Remote/WFH 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 3 April 2025, comparing them to the same period in the previous two years.

6 months to
3 Apr 2025
Same period 2024 Same period 2023
Rank 118 124 98
Rank change year-on-year +6 -26 +21
Permanent jobs citing Data Modelling 409 846 1,497
As % of all permanent jobs with a WFH option 2.78% 2.60% 3.28%
As % of the Processes & Methodologies category 2.98% 2.83% 3.42%
Number of salaries quoted 208 637 906
10th Percentile £47,231 £39,325 £42,000
25th Percentile £53,000 £49,500 £51,250
Median annual salary (50th Percentile) £64,750 £62,500 £66,380
Median % change year-on-year +3.60% -5.84% +2.12%
75th Percentile £80,000 £85,000 £85,000
90th Percentile £102,575 £100,000 £100,000
UK median annual salary £62,500 £67,500 £65,689
% change year-on-year -7.41% +2.76% +1.06%

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 13,743 29,922 43,799
As % of all permanent jobs with a WFH option 93.43% 91.97% 96.04%
Number of salaries quoted 9,445 23,308 30,232
10th Percentile £31,500 £33,750 £37,500
25th Percentile £46,250 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £57,500 £62,500
Median % change year-on-year +4.35% -8.00% +4.17%
75th Percentile £78,750 £75,000 £82,500
90th Percentile £102,464 £95,000 £100,000
UK median annual salary £58,033 £55,000 £61,500
% change year-on-year +5.51% -10.57% +2.50%

Data Modelling
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Modelling as a proportion of all IT jobs advertised.

Data Modelling trend for jobs with Hybrid/Remote/WFH options

Data Modelling
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options 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 remote working options citing Data Modelling over the 6 months to 3 April 2025.

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 75 (18.34%) Oracle Application Server
2 44 (10.76%) Apache Spark
3 30 (7.33%) Apache Airflow
4 19 (4.65%) Apache
5 4 (0.98%) SharePoint
6 3 (0.73%) Confluence
6 3 (0.73%) Luigi
7 2 (0.49%) IBM Domino
8 1 (0.24%) CMS
8 1 (0.24%) Jupyter
8 1 (0.24%) Oracle SOA Suite
8 1 (0.24%) SAS
Applications
1 37 (9.05%) Microsoft Excel
2 19 (4.65%) Microsoft Office
3 6 (1.47%) Microsoft PowerPoint
4 1 (0.24%) MS Visio
4 1 (0.24%) Sketch
4 1 (0.24%) Trello
Business Applications
1 8 (1.96%) NetSuite
2 6 (1.47%) Infor M3
3 4 (0.98%) SAP MDG
3 4 (0.98%) SAP S/4HANA
4 3 (0.73%) Dynamics CRM
5 2 (0.49%) Oracle ERP
6 1 (0.24%) Aladdin
6 1 (0.24%) Oracle EBS
6 1 (0.24%) SAP FI
Cloud Services
1 137 (33.50%) Azure
2 126 (30.81%) Power Platform
3 73 (17.85%) AWS
4 40 (9.78%) GCP
5 39 (9.54%) Snowflake
6 36 (8.80%) Azure Data Factory
7 27 (6.60%) Dynamics 365
8 23 (5.62%) Microsoft 365
9 22 (5.38%) Azure Synapse Analytics
9 22 (5.38%) SaaS
10 21 (5.13%) dbt
11 16 (3.91%) Azure DevOps
12 15 (3.67%) Azure Logic Apps
13 13 (3.18%) OpenShift
14 12 (2.93%) Serverless
15 10 (2.44%) Power Automate
16 7 (1.71%) AWS Lambda
16 7 (1.71%) Boomi
16 7 (1.71%) PowerApps
17 6 (1.47%) Cloud Computing
Database & Business Intelligence
1 197 (48.17%) Data Warehouse
2 115 (28.12%) Power BI
3 87 (21.27%) Enterprise Data Warehouse
4 76 (18.58%) Oracle Reports
5 44 (10.76%) NoSQL
5 44 (10.76%) Tableau
6 42 (10.27%) SQL Server
7 41 (10.02%) Big Data
8 37 (9.05%) Data Lake
9 30 (7.33%) Relational Database
10 27 (6.60%) SQL Server Integration Services
11 26 (6.36%) Hadoop
12 22 (5.38%) BigQuery
13 17 (4.16%) Amazon Redshift
14 16 (3.91%) SQL Server Reporting Services
15 14 (3.42%) Delta Lake
15 14 (3.42%) Metadata
16 13 (3.18%) Apache Hudi
16 13 (3.18%) Apache Iceberg
17 12 (2.93%) Looker
Development Applications
1 15 (3.67%) Git
1 15 (3.67%) JIRA
2 13 (3.18%) Bitbucket
3 4 (0.98%) ERwin
3 4 (0.98%) LSMW
4 3 (0.73%) Team Foundation Server
4 3 (0.73%) Visual Studio
5 2 (0.49%) Axure RP
5 2 (0.49%) Oracle Forms
5 2 (0.49%) Terragrunt
6 1 (0.24%) GitLab
6 1 (0.24%) Jenkins
6 1 (0.24%) kappa
6 1 (0.24%) Oracle APEX
6 1 (0.24%) SQL Server Management Studio (SSMS)
General
1 204 (49.88%) Social Skills
2 174 (42.54%) Analytical Skills
3 163 (39.85%) Finance
4 77 (18.83%) Organisational Skills
5 75 (18.34%) Military
6 26 (6.36%) Banking
7 24 (5.87%) Law
8 15 (3.67%) Legal
8 15 (3.67%) Public Sector
8 15 (3.67%) Retail
9 12 (2.93%) Marketing
10 10 (2.44%) Inclusion and Diversity
11 9 (2.20%) Advertising
11 9 (2.20%) Manufacturing
12 8 (1.96%) Games
13 5 (1.22%) Presentation Skills
13 5 (1.22%) Telecoms
14 4 (0.98%) Local Government
15 3 (0.73%) Health Technology
16 2 (0.49%) Tech for Good
Job Titles
1 85 (20.78%) Data Engineer
2 71 (17.36%) Senior
3 64 (15.65%) Analyst
4 63 (15.40%) Architect
5 45 (11.00%) Developer
6 41 (10.02%) Data Architect
7 38 (9.29%) Lead
8 25 (6.11%) Database Engineer
9 24 (5.87%) Senior Data Engineer
10 23 (5.62%) Business Intelligence Analyst
11 18 (4.40%) Data Analyst
11 18 (4.40%) Senior Architect
12 16 (3.91%) Consultant
13 14 (3.42%) Business Intelligence Developer
13 14 (3.42%) Lead Data Engineer
14 13 (3.18%) Python Data Engineer
14 13 (3.18%) Python Engineer
14 13 (3.18%) Solutions Architect
15 12 (2.93%) Business Analyst
15 12 (2.93%) Senior Developer
Libraries, Frameworks & Software Standards
1 35 (8.56%) Kafka
2 19 (4.65%) PySpark
2 19 (4.65%) Web Services
3 14 (3.42%) Pandas
3 14 (3.42%) REST
4 13 (3.18%) PyArrow
5 12 (2.93%) CSS
5 12 (2.93%) HTML
5 12 (2.93%) SOAP
5 12 (2.93%) XML
6 10 (2.44%) JSON
6 10 (2.44%) Middleware
7 9 (2.20%) OAuth
7 9 (2.20%) RESTful
8 8 (1.96%) AngularJS
8 8 (1.96%) Lightning Web Components
9 7 (1.71%) NumPy
9 7 (1.71%) RabbitMQ
9 7 (1.71%) Restlet
9 7 (1.71%) SAML
Miscellaneous
1 23 (5.62%) Management Information System
2 16 (3.91%) Data Structures
2 16 (3.91%) Enterprise Software
3 15 (3.67%) Algorithms
3 15 (3.67%) NHS
4 14 (3.42%) Cloud Native
4 14 (3.42%) Virtual Team
5 13 (3.18%) Product Ownership
6 12 (2.93%) Public Cloud
7 10 (2.44%) Legacy Systems
8 7 (1.71%) Mobile App
9 6 (1.47%) Mobile Games
10 4 (0.98%) Replication
10 4 (0.98%) Self-Motivation
11 3 (0.73%) Analytical Mindset
11 3 (0.73%) CMDB
11 3 (0.73%) Reference Data
11 3 (0.73%) Tandem
12 2 (0.49%) Greenfield Project
12 2 (0.49%) IoT
Operating Systems
1 13 (3.18%) Unix
2 9 (2.20%) Linux
3 7 (1.71%) Android
3 7 (1.71%) Apple iOS
4 5 (1.22%) Ubuntu
4 5 (1.22%) Windows
Processes & Methodologies
1 207 (50.61%) Analytics
2 145 (35.45%) Agile
3 134 (32.76%) Business Intelligence
4 130 (31.78%) Data Management
5 125 (30.56%) Data Integration
6 124 (30.32%) ETL
7 121 (29.58%) DevOps
8 108 (26.41%) Problem-Solving
9 91 (22.25%) Business Analysis
10 87 (21.27%) Visualisation
11 84 (20.54%) Customer Experience
12 80 (19.56%) ITIL
13 79 (19.32%) Data Engineering
14 78 (19.07%) Service Management
15 74 (18.09%) Data Visualisation
16 71 (17.36%) Data Architecture
17 67 (16.38%) Data Governance
18 66 (16.14%) Data Pipeline
19 60 (14.67%) Decision-Making
20 57 (13.94%) Migration
Programming Languages
1 214 (52.32%) SQL
2 108 (26.41%) Python
3 34 (8.31%) T-SQL
4 27 (6.60%) JavaScript
5 26 (6.36%) C#
5 26 (6.36%) Data Analysis Expressions
6 23 (5.62%) PowerShell
7 13 (3.18%) Java
8 11 (2.69%) R
8 11 (2.69%) TypeScript
9 8 (1.96%) Bash
10 6 (1.47%) PL/SQL
11 5 (1.22%) Go
11 5 (1.22%) Scala
12 4 (0.98%) Ruby
13 3 (0.73%) Apex Code
14 2 (0.49%) Bicep
14 2 (0.49%) PHP
14 2 (0.49%) SOQL
14 2 (0.49%) SPARQL
Qualifications
1 88 (21.52%) DBS Check
2 58 (14.18%) Degree
3 22 (5.38%) Computer Science Degree
4 21 (5.13%) Security Cleared
5 12 (2.93%) SC Cleared
6 11 (2.69%) Master's Degree
7 8 (1.96%) Azure Certification
8 4 (0.98%) Microsoft Certification
9 3 (0.73%) SnowPro
10 2 (0.49%) AWS Certification
10 2 (0.49%) IIBA
10 2 (0.49%) MBA
10 2 (0.49%) PhD
10 2 (0.49%) TOGAF Certification
11 1 (0.24%) BPSS Clearance
11 1 (0.24%) CBAP
11 1 (0.24%) DV Cleared
11 1 (0.24%) OCP
11 1 (0.24%) Oracle Certification
Quality Assurance & Compliance
1 72 (17.60%) Data Quality
2 29 (7.09%) Accessibility
3 19 (4.65%) QA
4 9 (2.20%) GDPR
5 7 (1.71%) ISO/IEC 27001
6 6 (1.47%) GxP
7 4 (0.98%) Actionable Recommendations
8 3 (0.73%) Cyber Essentials
8 3 (0.73%) GRC
8 3 (0.73%) HIPAA
8 3 (0.73%) PMO
8 3 (0.73%) SOC 2
9 2 (0.49%) IEC 62304
9 2 (0.49%) ISO 13485
9 2 (0.49%) PCI DSS
10 1 (0.24%) Dublin Core
10 1 (0.24%) ISO 9001
System Software
1 18 (4.40%) HDFS
2 11 (2.69%) Docker
3 2 (0.49%) Active Directory
Systems Management
1 28 (6.85%) Kubernetes
2 11 (2.69%) Terraform
3 10 (2.44%) Single Sign-On
Vendors
1 90 (22.00%) Microsoft
1 90 (22.00%) Oracle
2 48 (11.74%) Databricks
3 40 (9.78%) Google
4 22 (5.38%) Salesforce
5 18 (4.40%) Red Hat
5 18 (4.40%) SAP
6 7 (1.71%) Informatica
6 7 (1.71%) MuleSoft
7 6 (1.47%) Infor
7 6 (1.47%) Teradata
8 4 (0.98%) Talend
9 3 (0.73%) ServiceNow
10 2 (0.49%) Alteryx
10 2 (0.49%) Cerner
10 2 (0.49%) IBM
10 2 (0.49%) JD Edwards
10 2 (0.49%) MicroStrategy
10 2 (0.49%) QAD
11 1 (0.24%) Cognos