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 4 July 2025, comparing them to the same period in the previous two years.

6 months to
4 Jul 2025
Same period 2024 Same period 2023
Rank 162 138 108
Rank change year-on-year -24 -30 +18
Permanent jobs citing Data Modelling 443 779 1,060
As % of all permanent jobs with a WFH option 2.16% 2.28% 2.94%
As % of the Processes & Methodologies category 2.32% 2.55% 3.07%
Number of salaries quoted 260 571 766
10th Percentile £47,500 £41,250 £42,875
25th Percentile £55,563 £49,438 £51,250
Median annual salary (50th Percentile) £65,750 £65,000 £65,000
Median % change year-on-year +1.15% - -7.14%
75th Percentile £82,500 £85,000 £82,500
90th Percentile £107,500 £100,000 £97,500
UK median annual salary £65,000 £67,900 £67,500
% change year-on-year -4.27% +0.59% +0.75%

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 19,077 30,533 34,578
As % of all permanent jobs with a WFH option 93.11% 89.26% 96.02%
Number of salaries quoted 10,190 22,618 25,021
10th Percentile £25,313 £33,750 £37,500
25th Percentile £40,000 £42,500 £47,500
Median annual salary (50th Percentile) £57,500 £57,500 £62,500
Median % change year-on-year - -8.00% +4.17%
75th Percentile £76,250 £75,772 £81,928
90th Percentile £100,000 £95,000 £100,000
UK median annual salary £55,000 £55,000 £60,331
% change year-on-year - -8.84% +0.55%

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 4 July 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 (17.16%) Oracle Application Server
2 29 (6.55%) Apache Spark
3 17 (3.84%) Apache Airflow
4 16 (3.61%) Apache
5 7 (1.58%) Confluence
6 4 (0.90%) SharePoint
7 3 (0.68%) SAS
8 2 (0.45%) IBM Domino
9 1 (0.23%) Luigi
Applications
1 32 (7.22%) Microsoft Excel
2 6 (1.35%) Microsoft Office
3 5 (1.13%) Microsoft PowerPoint
4 2 (0.45%) Trello
5 1 (0.23%) Chatbot
5 1 (0.23%) MS Visio
5 1 (0.23%) Sketch
Business Applications
1 9 (2.03%) NetSuite
2 7 (1.58%) Dynamics CRM
3 4 (0.90%) Infor M3
3 4 (0.90%) Sparx Enterprise Architect
4 3 (0.68%) Shopify
5 2 (0.45%) Dynamics GP
6 1 (0.23%) Aladdin
6 1 (0.23%) Elite 3E
6 1 (0.23%) Salesforce CRM
6 1 (0.23%) SAP FI
6 1 (0.23%) SAP HCM
6 1 (0.23%) SAP HR
Cloud Services
1 139 (31.38%) Azure
2 129 (29.12%) Power Platform
3 70 (15.80%) AWS
4 42 (9.48%) Azure Data Factory
5 38 (8.58%) Snowflake
6 29 (6.55%) GCP
6 29 (6.55%) SaaS
7 21 (4.74%) Microsoft 365
8 20 (4.51%) Azure Synapse Analytics
8 20 (4.51%) Dynamics 365
9 19 (4.29%) Serverless
10 16 (3.61%) Azure DevOps
11 15 (3.39%) dbt
12 14 (3.16%) Power Automate
13 12 (2.71%) Amazon S3
13 12 (2.71%) AWS Lambda
14 10 (2.26%) Azure Logic Apps
14 10 (2.26%) PowerApps
15 9 (2.03%) Boomi
16 8 (1.81%) Microsoft Purview
Communications & Networking
1 12 (2.71%) Broadband
2 1 (0.23%) SAN
Database & Business Intelligence
1 184 (41.53%) Data Warehouse
2 122 (27.54%) Power BI
3 82 (18.51%) Enterprise Data Warehouse
4 77 (17.38%) Oracle Reports
5 42 (9.48%) Data Lake
6 35 (7.90%) Big Data
7 34 (7.67%) Tableau
8 30 (6.77%) SQL Server
9 28 (6.32%) Metadata
10 23 (5.19%) SQL Server Integration Services
11 22 (4.97%) Power Query
12 21 (4.74%) Amazon Redshift
13 20 (4.51%) NoSQL
14 19 (4.29%) Relational Database
15 17 (3.84%) BigQuery
16 15 (3.39%) SQL Server Reporting Services
17 13 (2.93%) Hadoop
18 11 (2.48%) Azure SQL Data Warehouse
18 11 (2.48%) Azure SQL Database
18 11 (2.48%) Looker
Development Applications
1 28 (6.32%) JIRA
2 24 (5.42%) Git
3 5 (1.13%) ERwin
4 4 (0.90%) Bitbucket
4 4 (0.90%) Jenkins
4 4 (0.90%) Subversion
5 3 (0.68%) ER Studio
5 3 (0.68%) Visual Studio
6 2 (0.45%) Axure RP
7 1 (0.23%) LSMW
7 1 (0.23%) Team Foundation Server
General
1 209 (47.18%) Social Skills
2 173 (39.05%) Finance
3 154 (34.76%) Analytical Skills
4 78 (17.61%) Organisational Skills
5 75 (16.93%) Military
6 34 (7.67%) Inclusion and Diversity
7 28 (6.32%) Banking
8 27 (6.09%) Law
9 21 (4.74%) Marketing
10 18 (4.06%) Public Sector
11 14 (3.16%) Manufacturing
11 14 (3.16%) Retail
12 10 (2.26%) Games
13 8 (1.81%) Legal
14 6 (1.35%) Telecoms
15 5 (1.13%) Electronics
15 5 (1.13%) Local Government
15 5 (1.13%) Presentation Skills
16 4 (0.90%) Documentation Skills
16 4 (0.90%) Tech for Good
Job Titles
1 83 (18.74%) Data Engineer
2 77 (17.38%) Senior
3 75 (16.93%) Analyst
4 65 (14.67%) Architect
5 58 (13.09%) Developer
6 41 (9.26%) Lead
7 38 (8.58%) Data Architect
8 34 (7.67%) Business Intelligence Analyst
9 29 (6.55%) Senior Data Engineer
10 25 (5.64%) Database Engineer
11 24 (5.42%) Business Intelligence Developer
12 22 (4.97%) Senior Analyst
13 18 (4.06%) Power BI Developer
14 17 (3.84%) Data Analyst
14 17 (3.84%) Enterprise Architect
15 16 (3.61%) Business Analyst
15 16 (3.61%) Business Intelligence Lead
16 13 (2.93%) Consultant
17 12 (2.71%) Lead Data Engineer
17 12 (2.71%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (3.39%) HTML
1 15 (3.39%) Kafka
2 14 (3.16%) CSS
2 14 (3.16%) Lightning Web Components
2 14 (3.16%) Middleware
2 14 (3.16%) XML
3 13 (2.93%) PySpark
4 11 (2.48%) JSON
5 10 (2.26%) OAuth
5 10 (2.26%) RESTful
6 9 (2.03%) Pandas
6 9 (2.03%) Restlet
6 9 (2.03%) SAML
6 9 (2.03%) Web Services
7 8 (1.81%) .NET
7 8 (1.81%) REST
8 7 (1.58%) Visualforce
9 4 (0.90%) EDI
9 4 (0.90%) PyArrow
10 3 (0.68%) Dask
Miscellaneous
1 22 (4.97%) Management Information System
2 14 (3.16%) Data Structures
2 14 (3.16%) Enterprise Software
3 13 (2.93%) Product Ownership
4 12 (2.71%) Social Media
5 11 (2.48%) Legacy Systems
5 11 (2.48%) Virtual Team
6 10 (2.26%) CMDB
7 8 (1.81%) Cloud Native
7 8 (1.81%) NHS
8 6 (1.35%) Foreign Exchange (FX)
9 4 (0.90%) Data Protection Act
9 4 (0.90%) Taxonomies
10 3 (0.68%) Algorithms
10 3 (0.68%) Hybrid Cloud
10 3 (0.68%) Life Science
10 3 (0.68%) Market Risk
10 3 (0.68%) Mobile App
10 3 (0.68%) Reinsurance
10 3 (0.68%) Tandem
Operating Systems
1 13 (2.93%) Windows
2 7 (1.58%) Unix
3 6 (1.35%) Linux
4 2 (0.45%) Android
4 2 (0.45%) Apple iOS
Processes & Methodologies
1 198 (44.70%) Analytics
2 160 (36.12%) Agile
3 146 (32.96%) Business Intelligence
4 139 (31.38%) Data Management
5 134 (30.25%) ETL
6 126 (28.44%) DevOps
7 123 (27.77%) Data Integration
8 89 (20.09%) Business Analysis
8 89 (20.09%) ITIL
9 81 (18.28%) Service Management
9 81 (18.28%) Visualisation
10 79 (17.83%) Problem-Solving
11 78 (17.61%) Customer Experience
12 77 (17.38%) Decision-Making
13 71 (16.03%) Data Architecture
14 67 (15.12%) Data Engineering
15 66 (14.90%) Data Pipeline
16 63 (14.22%) Data Governance
16 63 (14.22%) Mentoring
17 62 (14.00%) Data Visualisation
Programming Languages
1 218 (49.21%) SQL
2 113 (25.51%) Python
3 46 (10.38%) Data Analysis Expressions
4 20 (4.51%) JavaScript
5 18 (4.06%) PowerShell
6 14 (3.16%) Java
7 13 (2.93%) R
8 11 (2.48%) Bash
8 11 (2.48%) T-SQL
9 10 (2.26%) C#
10 9 (2.03%) Apex Code
11 7 (1.58%) Scala
12 6 (1.35%) PL/SQL
13 5 (1.13%) SPARQL
13 5 (1.13%) VBA
14 4 (0.90%) Julia
14 4 (0.90%) Shell Script
15 3 (0.68%) C++
15 3 (0.68%) Go
15 3 (0.68%) SOQL
Qualifications
1 82 (18.51%) DBS Check
2 43 (9.71%) Degree
3 17 (3.84%) Computer Science Degree
4 14 (3.16%) Security Cleared
5 10 (2.26%) SC Cleared
6 8 (1.81%) Master's Degree
7 7 (1.58%) Azure Certification
7 7 (1.58%) Microsoft Certification
8 5 (1.13%) SnowPro
9 3 (0.68%) AWS Certification
9 3 (0.68%) CFA
9 3 (0.68%) CITP
9 3 (0.68%) ITIL Certification
9 3 (0.68%) PMI Certification
9 3 (0.68%) PMP
10 2 (0.45%) PhD
10 2 (0.45%) TOGAF Certification
11 1 (0.23%) BPSS Clearance
11 1 (0.23%) DV Cleared
11 1 (0.23%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 51 (11.51%) Data Quality
2 23 (5.19%) GDPR
3 19 (4.29%) Accessibility
4 15 (3.39%) QA
5 6 (1.35%) ISO/IEC 27001
6 4 (0.90%) GxP
6 4 (0.90%) HIPAA
7 3 (0.68%) SOC 2
8 2 (0.45%) Cyber Essentials
8 2 (0.45%) Dublin Core
8 2 (0.45%) IEC 62304
8 2 (0.45%) ISO 13485
9 1 (0.23%) PCI DSS
System Software
1 17 (3.84%) Docker
2 8 (1.81%) HDFS
Systems Management
1 15 (3.39%) Kubernetes
1 15 (3.39%) Terraform
2 9 (2.03%) Single Sign-On
3 3 (0.68%) Ansible
3 3 (0.68%) Grafana
3 3 (0.68%) Prometheus
Vendors
1 96 (21.67%) Oracle
2 88 (19.86%) Microsoft
3 38 (8.58%) Databricks
4 30 (6.77%) Google
5 20 (4.51%) Salesforce
6 19 (4.29%) SAP
7 13 (2.93%) MuleSoft
7 13 (2.93%) ServiceNow
8 12 (2.71%) Informatica
9 6 (1.35%) Talend
10 5 (1.13%) Adobe
11 4 (0.90%) Alteryx
11 4 (0.90%) Infor
11 4 (0.90%) Red Hat
11 4 (0.90%) Sparx
11 4 (0.90%) Teradata
11 4 (0.90%) TikTok
12 3 (0.68%) IBM
12 3 (0.68%) Murex
13 2 (0.45%) JD Edwards