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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 147 102 135
Rank change year-on-year -45 +33 -4
Permanent jobs citing Data Modelling 528 782 1,828
As % of all permanent jobs with a WFH option 2.32% 3.20% 2.96%
As % of the Processes & Methodologies category 2.59% 3.35% 3.06%
Number of salaries quoted 252 524 1,154
10th Percentile £42,500 £42,500 £40,000
25th Percentile £56,250 £50,000 £52,000
Median annual salary (50th Percentile) £70,000 £67,125 £67,500
Median % change year-on-year +4.28% -0.56% +12.50%
75th Percentile £82,500 £84,625 £85,375
90th Percentile £95,000 £97,500 £96,250
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +4.00%

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 20,367 23,340 59,725
As % of all permanent jobs with a WFH option 89.31% 95.44% 96.57%
Number of salaries quoted 10,556 17,219 38,791
10th Percentile £36,000 £37,000 £37,500
25th Percentile £46,250 £47,481 £46,750
Median annual salary (50th Percentile) £62,500 £62,500 £62,500
Median % change year-on-year - - +8.70%
75th Percentile £81,250 £80,469 £81,250
90th Percentile £100,000 £97,500 £96,750
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - +4.35%

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 31 October 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 86 (16.29%) Oracle Application Server
2 16 (3.03%) Apache Airflow
3 14 (2.65%) Apache Spark
4 11 (2.08%) Microsoft Exchange
5 9 (1.70%) Apache
6 6 (1.14%) SharePoint
7 4 (0.76%) IBM HTTP Server
8 2 (0.38%) Adobe Experience Manager
8 2 (0.38%) Luigi
8 2 (0.38%) Oracle SOA Suite
8 2 (0.38%) WebLogic
9 1 (0.19%) CMS
9 1 (0.19%) Confluence
Applications
1 18 (3.41%) Microsoft Excel
2 3 (0.57%) Microsoft PowerPoint
3 2 (0.38%) Microsoft Office
4 1 (0.19%) Spreadsheet
Business Applications
1 86 (16.29%) Oracle EBS
2 11 (2.08%) Endur
3 10 (1.89%) Dynamics CRM
4 4 (0.76%) SAP S/4HANA
5 3 (0.57%) Cognos Business Intelligence
6 2 (0.38%) iTrent
6 2 (0.38%) Oracle ERP
7 1 (0.19%) MIS ActiveH
7 1 (0.19%) SAP ERP
7 1 (0.19%) SAP Forecasting and Replenishment
7 1 (0.19%) SAP MDG
Cloud Services
1 198 (37.50%) Azure
2 167 (31.63%) Power Platform
3 74 (14.02%) AWS
4 56 (10.61%) Azure Synapse Analytics
5 39 (7.39%) Snowflake
6 37 (7.01%) Azure Data Factory
7 36 (6.82%) GCP
8 24 (4.55%) Azure DevOps
9 21 (3.98%) PowerApps
10 20 (3.79%) Dynamics 365
11 18 (3.41%) Microsoft 365
11 18 (3.41%) Serverless
12 15 (2.84%) Power Automate
13 10 (1.89%) Amazon S3
14 9 (1.70%) AWS Lambda
14 9 (1.70%) Azure Logic Apps
14 9 (1.70%) dbt
15 8 (1.52%) Adobe Analytics
15 8 (1.52%) GitHub
16 7 (1.33%) Salesforce Service Cloud
Communications & Networking
1 8 (1.52%) Broadband
2 1 (0.19%) Firewall
2 1 (0.19%) WebEx
Database & Business Intelligence
1 222 (42.05%) Data Warehouse
2 152 (28.79%) Power BI
3 136 (25.76%) Relational Database
4 100 (18.94%) RDBMS
5 95 (17.99%) Enterprise Data Warehouse
6 87 (16.48%) SQL Server
7 64 (12.12%) Data Lake
8 49 (9.28%) Tableau
9 34 (6.44%) SQL Server Integration Services
10 27 (5.11%) Metadata
11 25 (4.73%) BigQuery
12 23 (4.36%) Amazon Redshift
12 23 (4.36%) NoSQL
13 20 (3.79%) Big Data
13 20 (3.79%) SQL Server Reporting Services
14 19 (3.60%) Azure SQL Database
15 17 (3.22%) Qlik Sense
16 13 (2.46%) Power Query
17 11 (2.08%) Oracle Database
17 11 (2.08%) PostgreSQL
Development Applications
1 29 (5.49%) Git
2 14 (2.65%) Subversion
3 9 (1.70%) JIRA
4 8 (1.52%) Bitbucket
5 5 (0.95%) Jenkins
6 4 (0.76%) ER Studio
7 3 (0.57%) Team Foundation Server
7 3 (0.57%) Visual Studio
8 2 (0.38%) Cypress.io
8 2 (0.38%) Flyway
8 2 (0.38%) GitLab
8 2 (0.38%) Terragrunt
9 1 (0.19%) GoCD
9 1 (0.19%) LSMW
9 1 (0.19%) Postman
9 1 (0.19%) Selenium
9 1 (0.19%) SoapUI
9 1 (0.19%) Visual Studio Code
General
1 269 (50.95%) Social Skills
2 216 (40.91%) Analytical Skills
3 174 (32.95%) Finance
4 131 (24.81%) Inclusion and Diversity
5 90 (17.05%) Organisational Skills
6 89 (16.86%) Influencing Skills
7 87 (16.48%) Military
8 44 (8.33%) Marketing
9 43 (8.14%) Pharmaceutical
10 30 (5.68%) Public Sector
11 15 (2.84%) Banking
11 15 (2.84%) Legal
12 11 (2.08%) Games
13 9 (1.70%) Presentation Skills
14 8 (1.52%) Telecoms
15 7 (1.33%) Law
15 7 (1.33%) Manufacturing
15 7 (1.33%) Retail
16 6 (1.14%) Advertising
17 5 (0.95%) Tech for Good
Job Titles
1 171 (32.39%) Senior
2 97 (18.37%) Analyst
3 80 (15.15%) Architect
4 76 (14.39%) DevOps Engineer
5 74 (14.02%) Data Engineer
6 63 (11.93%) Developer
7 59 (11.17%) Senior DevOps
8 57 (10.80%) Senior DevOps Engineer
9 45 (8.52%) Data Architect
10 41 (7.77%) Lead
11 34 (6.44%) Data Analyst
12 26 (4.92%) Data Scientist
13 22 (4.17%) Consultant
13 22 (4.17%) Database Engineer
13 22 (4.17%) Senior Database Engineer
14 20 (3.79%) Senior Data Scientist
15 19 (3.60%) Business Intelligence Analyst
15 19 (3.60%) Senior Data Engineer
16 16 (3.03%) Data Consultant
16 16 (3.03%) Platform Architect
Libraries, Frameworks & Software Standards
1 23 (4.36%) HTML
2 18 (3.41%) CSS
2 18 (3.41%) PySpark
3 17 (3.22%) AngularJS
4 12 (2.27%) .NET
4 12 (2.27%) Kafka
4 12 (2.27%) Web Services
5 11 (2.08%) Node.js
6 10 (1.89%) REST
7 9 (1.70%) React
8 8 (1.52%) Ajax
8 8 (1.52%) LDAP
9 7 (1.33%) Lightning Web Components
9 7 (1.33%) RESTful
9 7 (1.33%) SOAP
9 7 (1.33%) XML
10 6 (1.14%) Middleware
10 6 (1.14%) Pandas
11 5 (0.95%) .NET Framework
11 5 (0.95%) ASP.NET
Miscellaneous
1 86 (16.29%) Self-Motivation
2 49 (9.28%) Algorithms
3 42 (7.95%) Life Science
4 32 (6.06%) Data Structures
5 24 (4.55%) Management Information System
6 13 (2.46%) CMDB
7 12 (2.27%) Enterprise Software
7 12 (2.27%) Marketing Technology
7 12 (2.27%) Onboarding
8 11 (2.08%) Swaptions
9 9 (1.70%) Product Ownership
10 8 (1.52%) Cloud Native
10 8 (1.52%) Legacy Systems
10 8 (1.52%) Social Media
11 7 (1.33%) Virtual Team
12 6 (1.14%) Analytical Mindset
12 6 (1.14%) Private Cloud
13 5 (0.95%) NHS
13 5 (0.95%) Renewable Energy
14 4 (0.76%) Public Cloud
Operating Systems
1 15 (2.84%) Linux
2 7 (1.33%) Unix
2 7 (1.33%) Windows
3 6 (1.14%) Apple iOS
4 5 (0.95%) Android
5 4 (0.76%) Windows Server
6 2 (0.38%) Ubuntu
7 1 (0.19%) Mac OS
Processes & Methodologies
1 259 (49.05%) Analytics
2 176 (33.33%) Business Intelligence
3 175 (33.14%) Agile
4 159 (30.11%) Problem-Solving
5 155 (29.36%) Data Integration
6 147 (27.84%) Software Engineering
7 136 (25.76%) Mentoring
8 135 (25.57%) DevOps
9 133 (25.19%) Data Science
10 127 (24.05%) Visualisation
11 113 (21.40%) ETL
12 108 (20.45%) Data Visualisation
13 103 (19.51%) Computer Science
14 102 (19.32%) Customer Experience
15 99 (18.75%) ITIL
16 98 (18.56%) ERP
17 97 (18.37%) Service Management
18 95 (17.99%) Design Patterns
19 90 (17.05%) User Stories
20 87 (16.48%) Data Governance
Programming Languages
1 229 (43.37%) SQL
2 132 (25.00%) Python
3 43 (8.14%) JavaScript
4 41 (7.77%) T-SQL
5 31 (5.87%) C#
6 20 (3.79%) Java
7 19 (3.60%) PL/SQL
7 19 (3.60%) PowerShell
7 19 (3.60%) R
8 16 (3.03%) Data Analysis Expressions
9 15 (2.84%) Julia
10 11 (2.08%) VB
11 10 (1.89%) TypeScript
11 10 (1.89%) VBA
12 5 (0.95%) Scala
13 3 (0.57%) Bicep
13 3 (0.57%) PHP
13 3 (0.57%) Shell Script
14 2 (0.38%) C
14 2 (0.38%) Ruby
Qualifications
1 126 (23.86%) Degree
2 93 (17.61%) DBS Check
3 55 (10.42%) Security Cleared
4 53 (10.04%) Master's Degree
5 42 (7.95%) PhD
6 39 (7.39%) Computer Science Degree
7 34 (6.44%) SC Cleared
8 23 (4.36%) Microsoft Certification
9 10 (1.89%) Azure Certification
10 4 (0.76%) ITIL Foundation Certificate
10 4 (0.76%) Numerate Degree
11 3 (0.57%) BPSS Clearance
11 3 (0.57%) MCITP
11 3 (0.57%) MCTS
12 2 (0.38%) ACCA
12 2 (0.38%) ITIL Certification
12 2 (0.38%) PMI Certification
12 2 (0.38%) SnowPro
13 1 (0.19%) CIMA
13 1 (0.19%) OCP
Quality Assurance & Compliance
1 85 (16.10%) Data Quality
2 22 (4.17%) GDPR
3 17 (3.22%) Accessibility
4 16 (3.03%) QA
5 11 (2.08%) GRC
6 4 (0.76%) ISO 20022
7 2 (0.38%) HIPAA
7 2 (0.38%) SLA
8 1 (0.19%) Actionable Recommendations
System Software
1 13 (2.46%) Docker
2 8 (1.52%) HDFS
3 3 (0.57%) Active Directory
Systems Management
1 18 (3.41%) Kubernetes
2 13 (2.46%) Terraform
3 8 (1.52%) Single Sign-On
4 3 (0.57%) Ansible
5 2 (0.38%) Data Guard
5 2 (0.38%) Oracle Enterprise Manager
5 2 (0.38%) Oracle RMAN
5 2 (0.38%) Puppet
6 1 (0.19%) Grafana
6 1 (0.19%) logstash
Vendors
1 114 (21.59%) Oracle
2 100 (18.94%) Microsoft
3 77 (14.58%) Databricks
4 32 (6.06%) Google
5 14 (2.65%) Salesforce
6 13 (2.46%) ServiceNow
6 13 (2.46%) TIBCO
7 11 (2.08%) OpenLink
7 11 (2.08%) Sybase
8 10 (1.89%) Adobe
8 10 (1.89%) SAP
9 7 (1.33%) Cognos
10 6 (1.14%) IBM
10 6 (1.14%) Red Hat
11 4 (0.76%) Atlassian
11 4 (0.76%) Bloomberg
11 4 (0.76%) Informatica
11 4 (0.76%) MuleSoft
11 4 (0.76%) Teradata
11 4 (0.76%) Workday