Data Modelling Jobs with Work from Home Options

Data Modelling
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 120 99 119
Rank change year-on-year -21 +20 +36
Permanent jobs citing Data Modelling 854 1,363 2,293
As % of all permanent jobs with a WFH option 2.53% 3.30% 3.31%
As % of the Processes & Methodologies category 2.77% 3.43% 3.41%
Number of salaries quoted 635 834 1,273
10th Percentile £37,319 £42,825 £42,500
25th Percentile £47,500 £51,250 £52,500
Median annual salary (50th Percentile) £62,500 £65,000 £67,500
Median % change year-on-year -3.85% -3.70% +12.50%
75th Percentile £85,000 £85,000 £83,750
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £65,000 £67,003 £65,000
% change year-on-year -2.99% +3.08% +13.04%

All Process and Methodology Skills
Work from Home

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 30,803 39,731 67,272
As % of all permanent jobs with a WFH option 91.37% 96.08% 97.00%
Number of salaries quoted 23,360 27,643 41,432
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,000
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +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 13 May 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 47 (5.50%) Apache Spark
2 33 (3.86%) Microsoft Exchange
3 23 (2.69%) Apache Airflow
4 21 (2.46%) Apache
5 18 (2.11%) SharePoint
6 17 (1.99%) SAS
7 6 (0.70%) Confluence
8 2 (0.23%) Apache Solr
8 2 (0.23%) Moodle
9 1 (0.12%) CMS
Applications
1 45 (5.27%) Microsoft Excel
2 13 (1.52%) Microsoft Office
3 10 (1.17%) Spreadsheet
4 9 (1.05%) Microsoft PowerPoint
5 6 (0.70%) MS Visio
6 3 (0.35%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 34 (3.98%) Endur
2 8 (0.94%) Dynamics CRM
3 6 (0.70%) NetSuite
4 5 (0.59%) Odoo
5 3 (0.35%) SAP S/4HANA
6 2 (0.23%) MIS ActiveH
6 2 (0.23%) NEC Housing
6 2 (0.23%) Oracle EBS
7 1 (0.12%) Data Workbench
7 1 (0.12%) HFM
7 1 (0.12%) Oracle ERP
7 1 (0.12%) SAP ERP
7 1 (0.12%) Shopify
7 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 305 (35.71%) Azure
2 211 (24.71%) Power Platform
3 179 (20.96%) AWS
4 89 (10.42%) Snowflake
5 78 (9.13%) Azure Data Factory
6 73 (8.55%) GCP
7 48 (5.62%) Matillion
8 39 (4.57%) Azure Synapse Analytics
8 39 (4.57%) dbt
8 39 (4.57%) Power Automate
9 35 (4.10%) SaaS
10 34 (3.98%) Azure DevOps
11 32 (3.75%) PowerApps
12 31 (3.63%) Serverless
13 30 (3.51%) Azure Cosmos DB
14 22 (2.58%) Amazon S3
15 20 (2.34%) Microsoft 365
16 16 (1.87%) Cloud Computing
17 15 (1.76%) Dynamics 365
18 13 (1.52%) Amazon Kinesis
Communications & Networking
1 10 (1.17%) Network Security
2 9 (1.05%) TCP/IP
3 7 (0.82%) DNS
3 7 (0.82%) Firewall
4 6 (0.70%) HTTP
5 5 (0.59%) BGP
5 5 (0.59%) Intrusion Detection
5 5 (0.59%) IPsec
5 5 (0.59%) LAN
5 5 (0.59%) NGFW
5 5 (0.59%) OSPF
5 5 (0.59%) SSL
5 5 (0.59%) VLAN
5 5 (0.59%) VPN
5 5 (0.59%) WAN
5 5 (0.59%) Wireless
6 4 (0.47%) Broadband
6 4 (0.47%) Internet
6 4 (0.47%) SMS
6 4 (0.47%) WPA
Database & Business Intelligence
1 235 (27.52%) Data Warehouse
2 201 (23.54%) Power BI
3 181 (21.19%) SQL Server
4 119 (13.93%) Data Lake
5 104 (12.18%) Relational Database
6 78 (9.13%) Tableau
7 72 (8.43%) Metadata
8 58 (6.79%) SQL Server Integration Services
9 53 (6.21%) PostgreSQL
10 51 (5.97%) Big Data
11 46 (5.39%) RDBMS
12 41 (4.80%) NoSQL
12 41 (4.80%) Star Schema
13 40 (4.68%) BigQuery
14 39 (4.57%) SQL Server Reporting Services
15 34 (3.98%) Elasticsearch
16 29 (3.40%) Amazon Redshift
16 29 (3.40%) Hadoop
16 29 (3.40%) Power Query
17 26 (3.04%) SQL Server Analysis Services
Development Applications
1 48 (5.62%) GitLab
2 32 (3.75%) Git
3 27 (3.16%) Jenkins
4 25 (2.93%) JIRA
5 8 (0.94%) ERwin
5 8 (0.94%) Oracle Forms
6 7 (0.82%) Visual Studio
7 5 (0.59%) Postman
7 5 (0.59%) SoapUI
8 4 (0.47%) Bitbucket
9 3 (0.35%) GoCD
9 3 (0.35%) Selenium
10 2 (0.23%) Balsamiq
10 2 (0.23%) Cypress.io
10 2 (0.23%) ER Studio
10 2 (0.23%) Vite
11 1 (0.12%) IntelliJ
11 1 (0.12%) JUnit
11 1 (0.12%) Mockito
11 1 (0.12%) WebDriver
General
1 287 (33.61%) Social Skills
2 190 (22.25%) Finance
3 157 (18.38%) Analytical Skills
4 70 (8.20%) Public Sector
5 66 (7.73%) Inclusion and Diversity
6 62 (7.26%) Legal
7 55 (6.44%) Marketing
8 54 (6.32%) Banking
9 53 (6.21%) Games
10 39 (4.57%) Presentation Skills
11 33 (3.86%) Law
11 33 (3.86%) Retail
12 24 (2.81%) Influencing Skills
13 17 (1.99%) Pharmaceutical
14 14 (1.64%) Advertising
14 14 (1.64%) Organisational Skills
15 12 (1.41%) Manufacturing
16 8 (0.94%) Documentation Skills
16 8 (0.94%) Local Government
17 7 (0.82%) Publishing
Job Titles
1 205 (24.00%) Data Engineer
2 190 (22.25%) Senior
3 156 (18.27%) Architect
4 114 (13.35%) Data Architect
4 114 (13.35%) Developer
5 110 (12.88%) Analyst
6 64 (7.49%) Lead
7 49 (5.74%) Data Analyst
8 45 (5.27%) Senior Data Engineer
9 40 (4.68%) Business Intelligence Developer
10 39 (4.57%) Consultant
11 32 (3.75%) Data Manager
12 31 (3.63%) Senior Analyst
13 30 (3.51%) Senior Manager
14 25 (2.93%) Power BI Developer
14 25 (2.93%) Solutions Architect
15 24 (2.81%) Lead Data Engineer
16 22 (2.58%) Analytics Manager
16 22 (2.58%) Development Manager
16 22 (2.58%) Senior Developer
Libraries, Frameworks & Software Standards
1 33 (3.86%) .NET
2 27 (3.16%) Web Services
3 26 (3.04%) Kafka
4 24 (2.81%) RESTful
5 23 (2.69%) CSS
6 18 (2.11%) PySpark
6 18 (2.11%) React
7 17 (1.99%) HTML
8 15 (1.76%) Django
8 15 (1.76%) JSON
8 15 (1.76%) REST
9 14 (1.64%) ASP.NET
10 13 (1.52%) RabbitMQ
10 13 (1.52%) XML
11 9 (1.05%) MDX
12 7 (0.82%) Node.js
12 7 (0.82%) Pandas
12 7 (0.82%) SOAP
13 6 (0.70%) Apache Beam
13 6 (0.70%) LAPP Stack
Miscellaneous
1 96 (11.24%) Data Structures
2 77 (9.02%) Management Information System
3 71 (8.31%) Algorithms
4 41 (4.80%) Self-Motivation
5 40 (4.68%) Product Ownership
6 33 (3.86%) Swaptions
7 18 (2.11%) Cloud Native
7 18 (2.11%) Life Science
8 17 (1.99%) IoT
9 16 (1.87%) Client/Server
9 16 (1.87%) NHS
10 15 (1.76%) Public Cloud
11 14 (1.64%) Onboarding
11 14 (1.64%) Taxonomies
12 13 (1.52%) Online Games
13 12 (1.41%) Distributed Systems
14 10 (1.17%) Freedom of Information
14 10 (1.17%) Legacy Systems
15 9 (1.05%) Greenfield Project
16 8 (0.94%) Renewable Energy
Operating Systems
1 20 (2.34%) Linux
2 9 (1.05%) Windows
3 8 (0.94%) Android
3 8 (0.94%) Apple iOS
4 3 (0.35%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 368 (43.09%) Analytics
2 304 (35.60%) ETL
3 292 (34.19%) Business Intelligence
4 212 (24.82%) Data Science
5 193 (22.60%) Data Engineering
6 176 (20.61%) Agile
7 162 (18.97%) Data Pipeline
8 159 (18.62%) Problem-Solving
9 158 (18.50%) Visualisation
10 150 (17.56%) Data Analytics
11 147 (17.21%) Data Integration
12 143 (16.74%) Data Governance
13 135 (15.81%) Data Management
14 133 (15.57%) Roadmaps
15 132 (15.46%) Data Strategy
16 127 (14.87%) Data Analysis
17 123 (14.40%) Data Architecture
17 123 (14.40%) DevOps
18 118 (13.82%) Computer Science
18 118 (13.82%) Machine Learning
Programming Languages
1 421 (49.30%) SQL
2 300 (35.13%) Python
3 80 (9.37%) C#
4 76 (8.90%) Java
5 53 (6.21%) T-SQL
6 45 (5.27%) Data Analysis Expressions
7 40 (4.68%) JavaScript
8 36 (4.22%) R
9 33 (3.86%) VB
10 23 (2.69%) C
11 21 (2.46%) Scala
12 11 (1.29%) PowerShell
13 9 (1.05%) Go
13 9 (1.05%) TypeScript
14 8 (0.94%) Bash
15 4 (0.47%) Kusto Query Language
15 4 (0.47%) VB.NET
15 4 (0.47%) VBA
16 3 (0.35%) PL/SQL
16 3 (0.35%) Shell Script
Qualifications
1 182 (21.31%) Degree
2 69 (8.08%) Computer Science Degree
3 49 (5.74%) Security Cleared
4 45 (5.27%) SC Cleared
5 44 (5.15%) Master's Degree
6 36 (4.22%) Microsoft Certification
7 20 (2.34%) Numerate Degree
8 15 (1.76%) PhD
9 13 (1.52%) DV Cleared
10 10 (1.17%) DBS Check
10 10 (1.17%) MBA
11 8 (0.94%) Azure Certification
12 6 (0.70%) TOGAF Certification
13 5 (0.59%) CCIE
13 5 (0.59%) Cisco Certification
13 5 (0.59%) HNC
13 5 (0.59%) JNCIE
14 4 (0.47%) CISSP
14 4 (0.47%) CRISC
14 4 (0.47%) ISSMP
Quality Assurance & Compliance
1 160 (18.74%) Data Quality
2 38 (4.45%) QA
3 34 (3.98%) GDPR
4 16 (1.87%) Accessibility
5 5 (0.59%) California Consumer Privacy Act
6 4 (0.47%) COBIT
6 4 (0.47%) Solvency II
7 3 (0.35%) ISO/IEC 27001
8 2 (0.23%) ISO 9001
9 1 (0.12%) Actionable Recommendations
9 1 (0.12%) Cyber Essentials
9 1 (0.12%) GxP
9 1 (0.12%) HMG Security Policy Framework
9 1 (0.12%) SNOMED CT
System Software
1 35 (4.10%) Docker
2 4 (0.47%) Virtual Machines
3 2 (0.23%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 40 (4.68%) Kubernetes
2 25 (2.93%) Terraform
3 12 (1.41%) Ansible
4 8 (0.94%) logstash
5 3 (0.35%) Grafana
6 2 (0.23%) Single Sign-On
7 1 (0.12%) Rancher
Vendors
1 170 (19.91%) Microsoft
2 110 (12.88%) Databricks
3 65 (7.61%) Oracle
4 35 (4.10%) TIBCO
5 34 (3.98%) OpenLink
5 34 (3.98%) Sybase
6 33 (3.86%) SAP
7 28 (3.28%) Google
8 25 (2.93%) Salesforce
9 20 (2.34%) Informatica
10 13 (1.52%) Talend
11 12 (1.41%) IBM
12 11 (1.29%) Teradata
13 9 (1.05%) Alteryx
14 7 (0.82%) F5
15 6 (0.70%) Cognos
15 6 (0.70%) Facebook
15 6 (0.70%) Jitterbit
16 4 (0.47%) Alibaba
16 4 (0.47%) ServiceNow