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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 129 97 120
Rank change year-on-year -32 +23 +31
Permanent jobs citing Data Modelling 829 1,436 2,132
As % of all permanent jobs with a WFH option 2.45% 3.31% 3.20%
As % of the Processes & Methodologies category 2.67% 3.44% 3.31%
Number of salaries quoted 630 870 1,251
10th Percentile £37,199 £42,500 £42,500
25th Percentile £48,750 £51,250 £52,000
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - +8.33%
75th Percentile £85,000 £85,000 £83,750
90th Percentile £97,750 £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 31,024 41,738 64,495
As % of all permanent jobs with a WFH option 91.68% 96.08% 96.90%
Number of salaries quoted 23,594 28,877 41,026
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,000
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 £61,700 £60,000
% change year-on-year -10.86% +2.83% +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 25 April 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 43 (5.19%) Apache Spark
2 32 (3.86%) Microsoft Exchange
3 22 (2.65%) Apache Airflow
4 21 (2.53%) Apache
5 18 (2.17%) SAS
5 18 (2.17%) SharePoint
6 7 (0.84%) Confluence
7 2 (0.24%) Apache Solr
7 2 (0.24%) Moodle
8 1 (0.12%) CMS
Applications
1 44 (5.31%) Microsoft Excel
2 12 (1.45%) Microsoft Office
3 10 (1.21%) Spreadsheet
4 9 (1.09%) Microsoft PowerPoint
5 6 (0.72%) MS Visio
6 3 (0.36%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 33 (3.98%) Endur
2 8 (0.97%) Dynamics CRM
3 6 (0.72%) NetSuite
4 5 (0.60%) Odoo
5 3 (0.36%) SAP S/4HANA
6 2 (0.24%) MIS ActiveH
6 2 (0.24%) NEC Housing
6 2 (0.24%) Oracle EBS
6 2 (0.24%) Oracle ERP
7 1 (0.12%) Aladdin
7 1 (0.12%) Bloomberg AIM
7 1 (0.12%) Data Workbench
7 1 (0.12%) HFM
7 1 (0.12%) Shopify
7 1 (0.12%) SimCorp Dimension
7 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 296 (35.71%) Azure
2 209 (25.21%) Power Platform
3 170 (20.51%) AWS
4 92 (11.10%) Snowflake
5 74 (8.93%) GCP
6 72 (8.69%) Azure Data Factory
7 51 (6.15%) Matillion
8 38 (4.58%) dbt
9 37 (4.46%) Power Automate
10 36 (4.34%) Azure Synapse Analytics
10 36 (4.34%) SaaS
11 35 (4.22%) Azure DevOps
11 35 (4.22%) Serverless
12 30 (3.62%) Azure Cosmos DB
12 30 (3.62%) PowerApps
13 23 (2.77%) Amazon S3
14 17 (2.05%) Microsoft 365
15 16 (1.93%) Cloud Computing
16 15 (1.81%) Dynamics 365
17 13 (1.57%) Amazon Kinesis
Communications & Networking
1 11 (1.33%) Network Security
2 9 (1.09%) TCP/IP
3 7 (0.84%) DNS
3 7 (0.84%) Firewall
4 6 (0.72%) HTTP
5 5 (0.60%) BGP
5 5 (0.60%) Intrusion Detection
5 5 (0.60%) IPsec
5 5 (0.60%) LAN
5 5 (0.60%) NGFW
5 5 (0.60%) OSPF
5 5 (0.60%) SSL
5 5 (0.60%) VLAN
5 5 (0.60%) VPN
5 5 (0.60%) WAN
5 5 (0.60%) Wireless
6 4 (0.48%) Broadband
6 4 (0.48%) Internet
6 4 (0.48%) SMS
6 4 (0.48%) WPA
Database & Business Intelligence
1 230 (27.74%) Data Warehouse
2 199 (24.00%) Power BI
3 177 (21.35%) SQL Server
4 125 (15.08%) Data Lake
5 95 (11.46%) Relational Database
6 79 (9.53%) Tableau
7 75 (9.05%) Metadata
8 56 (6.76%) SQL Server Integration Services
9 52 (6.27%) PostgreSQL
10 47 (5.67%) Big Data
11 44 (5.31%) RDBMS
12 42 (5.07%) NoSQL
13 41 (4.95%) Star Schema
14 39 (4.70%) BigQuery
15 38 (4.58%) SQL Server Reporting Services
16 34 (4.10%) Elasticsearch
17 31 (3.74%) Hadoop
18 28 (3.38%) Power Query
19 26 (3.14%) Amazon Redshift
20 25 (3.02%) SQL Server Analysis Services
Development Applications
1 44 (5.31%) GitLab
2 28 (3.38%) Git
3 26 (3.14%) JIRA
4 24 (2.90%) Jenkins
5 11 (1.33%) ERwin
6 8 (0.97%) Oracle Forms
6 8 (0.97%) Visual Studio
7 6 (0.72%) Postman
7 6 (0.72%) SoapUI
8 4 (0.48%) Bitbucket
9 2 (0.24%) Balsamiq
9 2 (0.24%) ER Studio
9 2 (0.24%) Vite
10 1 (0.12%) IntelliJ
10 1 (0.12%) JUnit
10 1 (0.12%) Selenium
10 1 (0.12%) WebDriver
General
1 276 (33.29%) Social Skills
2 192 (23.16%) Finance
3 154 (18.58%) Analytical Skills
4 68 (8.20%) Public Sector
5 61 (7.36%) Legal
6 59 (7.12%) Inclusion and Diversity
7 57 (6.88%) Banking
8 55 (6.63%) Marketing
9 52 (6.27%) Games
10 43 (5.19%) Presentation Skills
11 31 (3.74%) Retail
12 30 (3.62%) Law
13 22 (2.65%) Influencing Skills
14 14 (1.69%) Advertising
15 13 (1.57%) Organisational Skills
16 12 (1.45%) Manufacturing
17 10 (1.21%) Pharmaceutical
18 9 (1.09%) Documentation Skills
19 8 (0.97%) Publishing
20 6 (0.72%) Back Office
Job Titles
1 190 (22.92%) Data Engineer
2 174 (20.99%) Senior
3 162 (19.54%) Architect
4 121 (14.60%) Data Architect
5 112 (13.51%) Developer
6 107 (12.91%) Analyst
7 60 (7.24%) Lead
8 50 (6.03%) Data Analyst
9 41 (4.95%) Consultant
10 39 (4.70%) Business Intelligence Developer
10 39 (4.70%) Senior Data Engineer
11 33 (3.98%) Data Manager
12 31 (3.74%) Senior Analyst
13 29 (3.50%) Senior Manager
14 25 (3.02%) Power BI Developer
14 25 (3.02%) Solutions Architect
15 23 (2.77%) Analytics Manager
16 22 (2.65%) Senior Architect
16 22 (2.65%) Senior Developer
17 21 (2.53%) Development Manager
Libraries, Frameworks & Software Standards
1 31 (3.74%) .NET
2 27 (3.26%) Web Services
3 26 (3.14%) Kafka
4 25 (3.02%) RESTful
5 23 (2.77%) CSS
6 17 (2.05%) HTML
7 16 (1.93%) JSON
8 15 (1.81%) ASP.NET
8 15 (1.81%) Django
9 14 (1.69%) PySpark
9 14 (1.69%) React
9 14 (1.69%) XML
10 13 (1.57%) RabbitMQ
10 13 (1.57%) REST
11 9 (1.09%) MDX
12 8 (0.97%) SOAP
13 7 (0.84%) .NET Framework
14 6 (0.72%) ODBC
14 6 (0.72%) WCF
14 6 (0.72%) XML Schema
Miscellaneous
1 91 (10.98%) Data Structures
2 72 (8.69%) Management Information System
3 64 (7.72%) Algorithms
4 41 (4.95%) Self-Motivation
5 39 (4.70%) Product Ownership
6 32 (3.86%) Swaptions
7 17 (2.05%) Cloud Native
8 16 (1.93%) Client/Server
8 16 (1.93%) NHS
9 15 (1.81%) IoT
10 14 (1.69%) Public Cloud
11 13 (1.57%) Distributed Systems
11 13 (1.57%) Online Games
11 13 (1.57%) Taxonomies
12 12 (1.45%) Life Science
12 12 (1.45%) Onboarding
13 10 (1.21%) Freedom of Information
13 10 (1.21%) Legacy Systems
14 9 (1.09%) Greenfield Project
15 7 (0.84%) Data Centre
Operating Systems
1 11 (1.33%) Linux
2 7 (0.84%) Android
2 7 (0.84%) Apple iOS
3 6 (0.72%) Windows
4 1 (0.12%) Unix
Processes & Methodologies
1 355 (42.82%) Analytics
2 298 (35.95%) ETL
3 284 (34.26%) Business Intelligence
4 211 (25.45%) Data Science
5 179 (21.59%) Data Engineering
6 171 (20.63%) Agile
7 159 (19.18%) Problem-Solving
8 158 (19.06%) Data Pipeline
9 153 (18.46%) Visualisation
10 146 (17.61%) Data Analytics
11 145 (17.49%) Data Integration
12 134 (16.16%) Data Strategy
13 133 (16.04%) Data Management
14 131 (15.80%) Roadmaps
15 129 (15.56%) Data Analysis
16 127 (15.32%) Data Governance
17 124 (14.96%) Data Architecture
18 118 (14.23%) Machine Learning
19 117 (14.11%) DevOps
20 109 (13.15%) Computer Science
Programming Languages
1 408 (49.22%) SQL
2 282 (34.02%) Python
3 77 (9.29%) C#
4 71 (8.56%) Java
5 54 (6.51%) T-SQL
6 45 (5.43%) Data Analysis Expressions
7 37 (4.46%) R
8 36 (4.34%) JavaScript
9 32 (3.86%) VB
10 23 (2.77%) C
11 21 (2.53%) Scala
12 9 (1.09%) PowerShell
13 8 (0.97%) Go
14 7 (0.84%) TypeScript
15 5 (0.60%) Bash
16 4 (0.48%) Kusto Query Language
16 4 (0.48%) VB.NET
17 3 (0.36%) Apex Code
17 3 (0.36%) PL/SQL
18 2 (0.24%) Kotlin
Qualifications
1 171 (20.63%) Degree
2 69 (8.32%) Computer Science Degree
3 48 (5.79%) Security Cleared
4 45 (5.43%) SC Cleared
5 38 (4.58%) Master's Degree
6 34 (4.10%) Microsoft Certification
7 20 (2.41%) Numerate Degree
8 13 (1.57%) DV Cleared
9 10 (1.21%) MBA
10 9 (1.09%) PhD
11 6 (0.72%) Azure Certification
11 6 (0.72%) HNC
12 5 (0.60%) CCIE
12 5 (0.60%) Cisco Certification
12 5 (0.60%) JNCIE
12 5 (0.60%) TOGAF Certification
13 4 (0.48%) CISM
13 4 (0.48%) CISSP
13 4 (0.48%) CRISC
13 4 (0.48%) GIAC
Quality Assurance & Compliance
1 151 (18.21%) Data Quality
2 36 (4.34%) QA
3 35 (4.22%) GDPR
4 14 (1.69%) Accessibility
5 5 (0.60%) California Consumer Privacy Act
6 4 (0.48%) COBIT
6 4 (0.48%) Solvency II
7 3 (0.36%) ISO/IEC 27001
8 2 (0.24%) 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 30 (3.62%) Docker
2 4 (0.48%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 30 (3.62%) Kubernetes
2 17 (2.05%) Terraform
3 9 (1.09%) Ansible
4 8 (0.97%) logstash
5 2 (0.24%) Single Sign-On
6 1 (0.12%) Rancher
Vendors
1 168 (20.27%) Microsoft
2 102 (12.30%) Databricks
3 65 (7.84%) Oracle
4 34 (4.10%) SAP
4 34 (4.10%) TIBCO
5 33 (3.98%) OpenLink
5 33 (3.98%) Sybase
6 30 (3.62%) Google
7 24 (2.90%) Salesforce
8 20 (2.41%) Informatica
9 15 (1.81%) IBM
10 14 (1.69%) Talend
11 12 (1.45%) Teradata
12 8 (0.97%) Alteryx
13 7 (0.84%) F5
14 6 (0.72%) Cognos
14 6 (0.72%) Facebook
14 6 (0.72%) Jitterbit
15 4 (0.48%) Adobe
15 4 (0.48%) Alibaba