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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 106 125 95
Rank change year-on-year +19 -30 +27
Permanent jobs citing Data Modelling 427 840 1,417
As % of all permanent jobs with a WFH option 2.86% 2.48% 3.31%
As % of the Processes & Methodologies category 3.07% 2.71% 3.45%
Number of salaries quoted 228 641 861
10th Percentile £47,231 £37,500 £42,500
25th Percentile £53,750 £48,750 £51,250
Median annual salary (50th Percentile) £65,000 £62,500 £65,000
Median % change year-on-year +4.00% -3.85% -3.70%
75th Percentile £82,500 £85,000 £85,000
90th Percentile £105,750 £100,000 £100,000
UK median annual salary £65,000 £65,000 £67,003
% change year-on-year - -2.99% +3.08%

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 13,930 31,014 41,082
As % of all permanent jobs with a WFH option 93.15% 91.65% 96.09%
Number of salaries quoted 9,709 23,583 28,561
10th Percentile £30,000 £33,930 £37,500
25th Percentile £45,000 £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 £77,500 £75,000 £82,500
90th Percentile £102,500 £95,000 £100,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -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 1 May 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 76 (17.80%) Oracle Application Server
2 40 (9.37%) Apache Spark
3 22 (5.15%) Apache Airflow
4 15 (3.51%) Apache
5 4 (0.94%) Confluence
6 3 (0.70%) SharePoint
7 2 (0.47%) IBM Domino
8 1 (0.23%) Jupyter
8 1 (0.23%) Luigi
8 1 (0.23%) Oracle SOA Suite
8 1 (0.23%) SAS
Applications
1 38 (8.90%) Microsoft Excel
2 19 (4.45%) Microsoft Office
3 7 (1.64%) Microsoft PowerPoint
4 1 (0.23%) MS Visio
4 1 (0.23%) Sketch
4 1 (0.23%) Trello
Business Applications
1 10 (2.34%) NetSuite
2 6 (1.41%) Infor M3
3 3 (0.70%) Dynamics CRM
3 3 (0.70%) SAP MDG
3 3 (0.70%) SAP S/4HANA
4 1 (0.23%) Aladdin
4 1 (0.23%) Oracle EBS
4 1 (0.23%) Oracle ERP
4 1 (0.23%) SAP FI
Cloud Services
1 138 (32.32%) Azure
2 132 (30.91%) Power Platform
3 68 (15.93%) AWS
4 40 (9.37%) Azure Data Factory
5 38 (8.90%) Snowflake
6 34 (7.96%) GCP
7 27 (6.32%) Dynamics 365
7 27 (6.32%) Microsoft 365
8 25 (5.85%) SaaS
9 20 (4.68%) Azure Synapse Analytics
10 19 (4.45%) dbt
11 15 (3.51%) Azure Logic Apps
12 13 (3.04%) Azure DevOps
13 12 (2.81%) Serverless
14 11 (2.58%) Power Automate
15 9 (2.11%) Boomi
15 9 (2.11%) OpenShift
16 8 (1.87%) PowerApps
17 7 (1.64%) AWS Lambda
18 6 (1.41%) Cloud Computing
Database & Business Intelligence
1 195 (45.67%) Data Warehouse
2 120 (28.10%) Power BI
3 83 (19.44%) Enterprise Data Warehouse
4 76 (17.80%) Oracle Reports
5 45 (10.54%) Tableau
6 40 (9.37%) Big Data
6 40 (9.37%) SQL Server
7 37 (8.67%) NoSQL
8 35 (8.20%) Data Lake
9 32 (7.49%) Relational Database
10 29 (6.79%) SQL Server Integration Services
11 21 (4.92%) Hadoop
12 19 (4.45%) BigQuery
13 17 (3.98%) Metadata
13 17 (3.98%) SQL Server Reporting Services
14 14 (3.28%) Amazon Redshift
14 14 (3.28%) Looker
15 12 (2.81%) Power Query
16 11 (2.58%) RDBMS
17 10 (2.34%) Data Mining
Development Applications
1 19 (4.45%) JIRA
2 18 (4.22%) Git
3 9 (2.11%) Bitbucket
4 5 (1.17%) ERwin
5 3 (0.70%) Jenkins
5 3 (0.70%) LSMW
5 3 (0.70%) Visual Studio
6 2 (0.47%) Axure RP
6 2 (0.47%) Oracle Forms
6 2 (0.47%) Subversion
7 1 (0.23%) kappa
7 1 (0.23%) Oracle APEX
7 1 (0.23%) SQL Server Management Studio (SSMS)
7 1 (0.23%) Team Foundation Server
General
1 205 (48.01%) Social Skills
2 178 (41.69%) Analytical Skills
3 174 (40.75%) Finance
4 77 (18.03%) Organisational Skills
5 75 (17.56%) Military
6 28 (6.56%) Banking
7 23 (5.39%) Law
8 19 (4.45%) Retail
9 18 (4.22%) Inclusion and Diversity
10 16 (3.75%) Marketing
11 15 (3.51%) Public Sector
12 13 (3.04%) Games
12 13 (3.04%) Legal
12 13 (3.04%) Manufacturing
13 8 (1.87%) Advertising
14 5 (1.17%) Telecoms
15 4 (0.94%) Documentation Skills
15 4 (0.94%) Local Government
16 3 (0.70%) Electronics
16 3 (0.70%) Presentation Skills
Job Titles
1 84 (19.67%) Data Engineer
2 68 (15.93%) Senior
3 66 (15.46%) Analyst
4 63 (14.75%) Architect
5 50 (11.71%) Developer
6 42 (9.84%) Lead
7 38 (8.90%) Data Architect
8 25 (5.85%) Database Engineer
9 24 (5.62%) Business Intelligence Analyst
10 22 (5.15%) Senior Data Engineer
11 19 (4.45%) Data Analyst
12 17 (3.98%) Business Intelligence Developer
12 17 (3.98%) Consultant
13 16 (3.75%) Enterprise Architect
13 16 (3.75%) Senior Architect
14 15 (3.51%) Lead Data Engineer
15 12 (2.81%) Integration Analyst
15 12 (2.81%) Power BI Developer
15 12 (2.81%) Senior Developer
15 12 (2.81%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (6.79%) Kafka
2 20 (4.68%) Web Services
3 16 (3.75%) XML
4 15 (3.51%) PySpark
5 13 (3.04%) Pandas
5 13 (3.04%) REST
6 12 (2.81%) CSS
6 12 (2.81%) HTML
6 12 (2.81%) SOAP
7 11 (2.58%) Middleware
8 9 (2.11%) JSON
8 9 (2.11%) OAuth
8 9 (2.11%) PyArrow
8 9 (2.11%) Restlet
8 9 (2.11%) SAML
9 6 (1.41%) Lightning Web Components
9 6 (1.41%) OpenAPI
9 6 (1.41%) RabbitMQ
9 6 (1.41%) RESTful
10 5 (1.17%) NumPy
Miscellaneous
1 28 (6.56%) Management Information System
2 19 (4.45%) Data Structures
3 16 (3.75%) Enterprise Software
4 15 (3.51%) Virtual Team
5 14 (3.28%) Algorithms
6 13 (3.04%) NHS
7 12 (2.81%) Cloud Native
7 12 (2.81%) Legacy Systems
7 12 (2.81%) Product Ownership
8 8 (1.87%) Public Cloud
9 7 (1.64%) CMDB
10 6 (1.41%) Mobile App
10 6 (1.41%) Mobile Games
11 4 (0.94%) Replication
11 4 (0.94%) Self-Motivation
12 3 (0.70%) Analytical Mindset
12 3 (0.70%) Reference Data
12 3 (0.70%) Tandem
13 2 (0.47%) Greenfield Project
13 2 (0.47%) IoT
Operating Systems
1 11 (2.58%) Unix
2 10 (2.34%) Linux
3 6 (1.41%) Android
3 6 (1.41%) Apple iOS
4 3 (0.70%) Ubuntu
4 3 (0.70%) Windows
Processes & Methodologies
1 209 (48.95%) Analytics
2 145 (33.96%) Agile
3 141 (33.02%) Business Intelligence
4 136 (31.85%) Data Management
5 124 (29.04%) ETL
6 122 (28.57%) DevOps
7 120 (28.10%) Data Integration
8 111 (26.00%) Problem-Solving
9 91 (21.31%) Business Analysis
10 90 (21.08%) Visualisation
11 84 (19.67%) ITIL
12 82 (19.20%) Customer Experience
13 79 (18.50%) Service Management
14 77 (18.03%) Data Engineering
15 74 (17.33%) Data Visualisation
16 72 (16.86%) Data Architecture
17 68 (15.93%) Decision-Making
18 65 (15.22%) Data Pipeline
19 59 (13.82%) Data Governance
20 57 (13.35%) Migration
Programming Languages
1 221 (51.76%) SQL
2 104 (24.36%) Python
3 33 (7.73%) T-SQL
4 31 (7.26%) Data Analysis Expressions
5 25 (5.85%) JavaScript
6 22 (5.15%) C#
7 21 (4.92%) PowerShell
8 13 (3.04%) Java
8 13 (3.04%) R
9 10 (2.34%) TypeScript
10 9 (2.11%) Bash
11 7 (1.64%) PL/SQL
12 5 (1.17%) Go
13 4 (0.94%) Ruby
13 4 (0.94%) Scala
13 4 (0.94%) SPARQL
14 3 (0.70%) Apex Code
14 3 (0.70%) Shell Script
15 2 (0.47%) C++
15 2 (0.47%) PHP
Qualifications
1 88 (20.61%) DBS Check
2 54 (12.65%) Degree
3 21 (4.92%) Computer Science Degree
4 17 (3.98%) Security Cleared
5 11 (2.58%) Master's Degree
6 10 (2.34%) SC Cleared
7 8 (1.87%) Azure Certification
8 4 (0.94%) Microsoft Certification
9 3 (0.70%) SnowPro
10 2 (0.47%) AWS Certification
10 2 (0.47%) IIBA
10 2 (0.47%) MBA
10 2 (0.47%) PhD
10 2 (0.47%) TOGAF Certification
11 1 (0.23%) BPSS Clearance
11 1 (0.23%) CBAP
11 1 (0.23%) DV Cleared
Quality Assurance & Compliance
1 66 (15.46%) Data Quality
2 24 (5.62%) Accessibility
3 19 (4.45%) QA
4 11 (2.58%) GDPR
5 7 (1.64%) ISO/IEC 27001
6 6 (1.41%) GxP
7 4 (0.94%) Actionable Recommendations
8 3 (0.70%) Cyber Essentials
8 3 (0.70%) PMO
8 3 (0.70%) SOC 2
9 2 (0.47%) Dublin Core
9 2 (0.47%) GRC
9 2 (0.47%) HIPAA
9 2 (0.47%) IEC 62304
9 2 (0.47%) ISO 13485
9 2 (0.47%) PCI DSS
10 1 (0.23%) ISO 9001
System Software
1 14 (3.28%) Docker
2 13 (3.04%) HDFS
3 1 (0.23%) Active Directory
Systems Management
1 24 (5.62%) Kubernetes
2 11 (2.58%) Single Sign-On
3 10 (2.34%) Terraform
4 2 (0.47%) Ansible
4 2 (0.47%) Grafana
4 2 (0.47%) Prometheus
Vendors
1 94 (22.01%) Oracle
2 93 (21.78%) Microsoft
3 42 (9.84%) Databricks
4 36 (8.43%) Google
5 21 (4.92%) SAP
6 20 (4.68%) Salesforce
7 12 (2.81%) Red Hat
8 11 (2.58%) Informatica
9 9 (2.11%) MuleSoft
10 7 (1.64%) ServiceNow
11 6 (1.41%) Infor
12 5 (1.17%) Teradata
13 4 (0.94%) Adobe
13 4 (0.94%) Talend
13 4 (0.94%) TikTok
14 2 (0.47%) Alteryx
14 2 (0.47%) Cerner
14 2 (0.47%) IBM
14 2 (0.47%) JD Edwards
14 2 (0.47%) QAD