Hybrid/Remote Data Analytics Job Trends

Data Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 4 July 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 260 191 236
Rank change year-on-year -69 +45 -57
Permanent jobs citing Data Analytics 190 289 460
As % of all permanent jobs with remote/hybrid work options 0.91% 1.79% 1.39%
As % of the Processes & Methodologies category 1.11% 1.91% 1.56%
Number of salaries quoted 120 171 317
10th Percentile £42,375 £25,313 £34,000
25th Percentile £49,375 £37,125 £42,500
Median annual salary (50th Percentile) £62,500 £60,743 £60,000
Median % change year-on-year +2.89% +1.24% -14.29%
75th Percentile £90,000 £80,000 £78,458
90th Percentile £105,000 £101,250 £97,500
UK median annual salary £60,484 £62,500 £60,000
% change year-on-year -3.23% +4.17% -10.45%

All Process & Methodology Skills
Work from Home

Data Analytics 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 17,173 15,146 29,476
As % of all permanent jobs with a WFH option 82.44% 93.69% 88.91%
Number of salaries quoted 12,544 8,967 22,622
10th Percentile £35,000 £29,913 £33,750
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £80,000 £75,772
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.09%

Data Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Analytics job vacancy trend for remote/hybrid jobs

Data Analytics
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics.

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics

Data Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analytics over the 6 months to 4 July 2026.

Data Analytics salary histogram for jobs with remote/hybrid work options

Data Analytics
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 6 (3.16%) SAS
2 2 (1.05%) SharePoint
Applications
1 19 (10.00%) Microsoft Excel
2 2 (1.05%) SPSS
3 1 (0.53%) Microsoft Office
Business Applications
1 4 (2.11%) Dynamics CRM
2 1 (0.53%) Maximo
2 1 (0.53%) SAP PM
2 1 (0.53%) SAP S/4HANA
Cloud Services
1 55 (28.95%) Azure
1 55 (28.95%) Power Platform
2 16 (8.42%) Azure DevOps
3 13 (6.84%) Power Automate
4 12 (6.32%) GitHub
4 12 (6.32%) GitHub Copilot
5 10 (5.26%) Azure Logic Apps
6 8 (4.21%) AWS
6 8 (4.21%) PowerApps
7 7 (3.68%) Entra ID
7 7 (3.68%) Microsoft Purview
8 6 (3.16%) Azure Machine Learning
9 5 (2.63%) Azure Data Factory
9 5 (2.63%) SaaS
9 5 (2.63%) Snowflake
10 4 (2.11%) Azure Synapse Analytics
10 4 (2.11%) Dynamics 365
10 4 (2.11%) GCP
11 2 (1.05%) Amazon Bedrock
11 2 (1.05%) Azure Cognitive Services
Communications & Networking
1 15 (7.89%) CHAP
2 12 (6.32%) Broadband
3 1 (0.53%) Firewall
3 1 (0.53%) VPN
Database & Business Intelligence
1 45 (23.68%) Power BI
2 29 (15.26%) Azure SQL Database
3 28 (14.74%) MongoDB
4 12 (6.32%) Relational Database
5 10 (5.26%) Tableau
6 8 (4.21%) Power Query
7 6 (3.16%) Data Warehouse
7 6 (3.16%) PowerPivot
8 5 (2.63%) SQL Server
9 4 (2.11%) Oracle Reports
9 4 (2.11%) SAS EBI
10 3 (1.58%) Metadata
11 2 (1.05%) NoSQL
11 2 (1.05%) SQL Server Integration Services
12 1 (0.53%) Data Mining
12 1 (0.53%) Db2
12 1 (0.53%) GIS
12 1 (0.53%) SAP BW
12 1 (0.53%) SAP Data Services
12 1 (0.53%) SAP HANA
Development Applications
1 11 (5.79%) Jenkins
1 11 (5.79%) TeamCity
2 4 (2.11%) Browser DevTools
3 1 (0.53%) MLflow
General
1 79 (41.58%) Finance
2 53 (27.89%) Social Skills
3 45 (23.68%) Analytical Skills
4 21 (11.05%) Banking
4 21 (11.05%) Inclusion and Diversity
5 16 (8.42%) Financial Institution
5 16 (8.42%) Games
6 15 (7.89%) Marketing
7 12 (6.32%) Aerospace
8 8 (4.21%) Advertising
9 6 (3.16%) Automotive
9 6 (3.16%) Public Sector
10 5 (2.63%) French Language
10 5 (2.63%) Legal
10 5 (2.63%) Retail
11 4 (2.11%) Corporate Banking
11 4 (2.11%) General Ledger
11 4 (2.11%) Investment Banking
12 3 (1.58%) Law
13 2 (1.05%) Local Government
Job Titles
1 44 (23.16%) Analyst
2 40 (21.05%) Senior
3 38 (20.00%) Developer
4 32 (16.84%) Data Analyst
5 28 (14.74%) .NET Developer
6 19 (10.00%) Auditor
6 19 (10.00%) Senior Analyst
7 17 (8.95%) Senior Data Analyst
8 16 (8.42%) Architect
9 14 (7.37%) Internal Auditor
9 14 (7.37%) Security Auditor
10 9 (4.74%) Lead
11 8 (4.21%) Audit Manager
11 8 (4.21%) Data Manager
11 8 (4.21%) Solutions Architect
12 7 (3.68%) Administrator
12 7 (3.68%) IT Manager
12 7 (3.68%) Systems Administrator
13 6 (3.16%) Data Architect
13 6 (3.16%) Project Analyst
Libraries, Frameworks & Software Standards
1 30 (15.79%) .NET
2 28 (14.74%) .NET Core
2 28 (14.74%) ASP.NET
2 28 (14.74%) ASP.NET Core
3 16 (8.42%) CSS
3 16 (8.42%) Entity Framework
3 16 (8.42%) HTML
4 12 (6.32%) AngularJS
4 12 (6.32%) SubSonic
4 12 (6.32%) Vue
5 11 (5.79%) Akka
6 4 (2.11%) JSON
7 2 (1.05%) React
8 1 (0.53%) .NET Framework
8 1 (0.53%) ARM Templates
8 1 (0.53%) LangChain
8 1 (0.53%) Middleware
8 1 (0.53%) PySpark
8 1 (0.53%) SAP PI
Miscellaneous
1 20 (10.53%) Management Information System
2 16 (8.42%) Greenfield Project
3 12 (6.32%) Video\Live Streaming
4 11 (5.79%) Data Structures
4 11 (5.79%) Over-the-Top Content
5 7 (3.68%) Blockchain
5 7 (3.68%) Product Ownership
6 6 (3.16%) Cyberattack
6 6 (3.16%) Onboarding
7 5 (2.63%) Virtual Team
8 4 (2.11%) Cloud Native
8 4 (2.11%) Self-Motivation
9 3 (1.58%) Social Media
10 2 (1.05%) IoT
10 2 (1.05%) Low-Code
11 1 (0.53%) AI Agents
11 1 (0.53%) Data Fabric
11 1 (0.53%) Distributed Systems
11 1 (0.53%) Operational Technology
11 1 (0.53%) Reinsurance
Operating Systems
1 1 (0.53%) AIX
1 1 (0.53%) Unix
1 1 (0.53%) Windows
Processes & Methodologies
1 190 (100.00%) Analytics
2 66 (34.74%) Agile
3 51 (26.84%) Problem-Solving
4 50 (26.32%) Data Analysis
5 48 (25.26%) Decision-Making
6 42 (22.11%) AI
7 39 (20.53%) Project Management
7 39 (20.53%) Roadmaps
8 38 (20.00%) Actionable Insight
9 37 (19.47%) Stakeholder Engagement
10 34 (17.89%) Business Intelligence
11 33 (17.37%) Data Governance
11 33 (17.37%) Risk Management
12 32 (16.84%) Data Management
12 32 (16.84%) Full-Stack Development
13 28 (14.74%) CI/CD
13 28 (14.74%) DevOps
13 28 (14.74%) Strategic Thinking
14 26 (13.68%) Continuous Improvement
15 25 (13.16%) Data Transformation
Programming Languages
1 98 (51.58%) SQL
2 43 (22.63%) Python
3 30 (15.79%) C#
4 15 (7.89%) TypeScript
5 12 (6.32%) Scala
6 9 (4.74%) R
7 6 (3.16%) VBA
8 3 (1.58%) Data Analysis Expressions
9 1 (0.53%) ABAP
9 1 (0.53%) Ada
9 1 (0.53%) Bicep
9 1 (0.53%) C
9 1 (0.53%) C++
9 1 (0.53%) PowerShell
Qualifications
1 22 (11.58%) Degree
2 15 (7.89%) CGEIT
2 15 (7.89%) CISA
2 15 (7.89%) CISM
2 15 (7.89%) CISSP
2 15 (7.89%) FFIEC
2 15 (7.89%) SANS
3 6 (3.16%) Security Cleared
4 3 (1.58%) DBS Check
4 3 (1.58%) SC Cleared
5 2 (1.05%) Azure Certification
5 2 (1.05%) Computer Science Degree
6 1 (0.53%) CBAP
6 1 (0.53%) IIBA
6 1 (0.53%) ISACA
6 1 (0.53%) Master's Degree
6 1 (0.53%) Microsoft Certification
6 1 (0.53%) Numerate Degree
6 1 (0.53%) PMI Certification
6 1 (0.53%) SAP Certification
Quality Assurance & Compliance
1 21 (11.05%) GDPR
2 20 (10.53%) Data Quality
3 16 (8.42%) NIST
4 15 (7.89%) COBIT
4 15 (7.89%) QA
5 9 (4.74%) Accessibility
6 8 (4.21%) Actionable Recommendations
7 1 (0.53%) GMP
7 1 (0.53%) IFRS
7 1 (0.53%) IFRS 17
7 1 (0.53%) ISO 9001
7 1 (0.53%) PCI DSS
7 1 (0.53%) WCAG
System Software
1 24 (12.63%) Docker
2 7 (3.68%) Active Directory
Systems Management
1 24 (12.63%) Kubernetes
2 1 (0.53%) Terraform
Vendors
1 56 (29.47%) Microsoft
2 9 (4.74%) Databricks
3 8 (4.21%) Oracle
4 7 (3.68%) SAP
5 6 (3.16%) OpenAI
6 5 (2.63%) Alteryx
6 5 (2.63%) Informatica
6 5 (2.63%) Salesforce
7 4 (2.11%) HubSpot
7 4 (2.11%) Talend
8 3 (1.58%) Google
9 1 (0.53%) Capita
9 1 (0.53%) Citrix
9 1 (0.53%) Civica
9 1 (0.53%) Cognizant
9 1 (0.53%) Foundry
9 1 (0.53%) Northgate
9 1 (0.53%) Orchard