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 1 July 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jul 2026
Same period 2025 Same period 2024
Rank 243 186 229
Rank change year-on-year -57 +43 -54
Permanent jobs citing Data Analytics 191 292 472
As % of all permanent jobs with remote/hybrid work options 0.92% 1.84% 1.41%
As % of the Processes & Methodologies category 1.12% 1.96% 1.59%
Number of salaries quoted 122 171 328
10th Percentile £42,500 £25,313 £34,250
25th Percentile £50,000 £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 £78,750
90th Percentile £104,500 £100,000 £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 17,029 14,914 29,776
As % of all permanent jobs with a WFH option 82.18% 93.86% 89.06%
Number of salaries quoted 12,466 8,777 22,909
10th Percentile £35,000 £29,809 £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 £78,750 £75,250
90th Percentile £100,000 £103,750 £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 1 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 (3.14%) SAS
2 2 (1.05%) SharePoint
Applications
1 18 (9.42%) Microsoft Excel
2 2 (1.05%) SPSS
3 1 (0.52%) Microsoft Office
Business Applications
1 4 (2.09%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
Cloud Services
1 57 (29.84%) Azure
2 54 (28.27%) Power Platform
3 17 (8.90%) Azure DevOps
4 13 (6.81%) Power Automate
5 12 (6.28%) GitHub
5 12 (6.28%) GitHub Copilot
6 10 (5.24%) Azure Logic Apps
7 9 (4.71%) AWS
8 8 (4.19%) PowerApps
9 7 (3.66%) Entra ID
9 7 (3.66%) Microsoft Purview
10 6 (3.14%) Azure Machine Learning
11 5 (2.62%) Azure Data Factory
11 5 (2.62%) GCP
11 5 (2.62%) SaaS
11 5 (2.62%) Snowflake
12 4 (2.09%) Azure Synapse Analytics
12 4 (2.09%) Dynamics 365
13 2 (1.05%) Amazon Bedrock
13 2 (1.05%) Azure Cognitive Services
Communications & Networking
1 15 (7.85%) CHAP
2 12 (6.28%) Broadband
3 1 (0.52%) Firewall
3 1 (0.52%) VPN
Database & Business Intelligence
1 44 (23.04%) Power BI
2 29 (15.18%) Azure SQL Database
3 28 (14.66%) MongoDB
4 12 (6.28%) Relational Database
5 9 (4.71%) Tableau
6 7 (3.66%) Power Query
7 6 (3.14%) Data Warehouse
7 6 (3.14%) PowerPivot
8 5 (2.62%) SQL Server
9 4 (2.09%) Oracle Reports
9 4 (2.09%) SAS EBI
10 3 (1.57%) Metadata
10 3 (1.57%) NoSQL
11 2 (1.05%) SQL Server Integration Services
12 1 (0.52%) Data Mining
12 1 (0.52%) Db2
12 1 (0.52%) GIS
12 1 (0.52%) SAP BW
12 1 (0.52%) SAP Data Services
12 1 (0.52%) Semantic Layer
Development Applications
1 11 (5.76%) Jenkins
1 11 (5.76%) TeamCity
2 4 (2.09%) Browser DevTools
3 1 (0.52%) JIRA
3 1 (0.52%) MLflow
General
1 78 (40.84%) Finance
2 54 (28.27%) Social Skills
3 45 (23.56%) Analytical Skills
4 21 (10.99%) Banking
5 20 (10.47%) Inclusion and Diversity
6 16 (8.38%) Financial Institution
6 16 (8.38%) Games
7 15 (7.85%) Marketing
8 12 (6.28%) Aerospace
9 8 (4.19%) Advertising
10 6 (3.14%) Automotive
10 6 (3.14%) Legal
10 6 (3.14%) Public Sector
11 5 (2.62%) French Language
12 4 (2.09%) Corporate Banking
12 4 (2.09%) General Ledger
12 4 (2.09%) Investment Banking
12 4 (2.09%) Law
12 4 (2.09%) Retail
13 3 (1.57%) Influencing Skills
Job Titles
1 43 (22.51%) Analyst
2 40 (20.94%) Senior
3 38 (19.90%) Developer
4 31 (16.23%) Data Analyst
5 28 (14.66%) .NET Developer
6 19 (9.95%) Auditor
6 19 (9.95%) Senior Analyst
7 17 (8.90%) Architect
7 17 (8.90%) Senior Data Analyst
8 14 (7.33%) Internal Auditor
8 14 (7.33%) Security Auditor
9 9 (4.71%) Lead
10 8 (4.19%) Audit Manager
10 8 (4.19%) Data Manager
10 8 (4.19%) IT Manager
10 8 (4.19%) Solutions Architect
11 7 (3.66%) Administrator
11 7 (3.66%) Data Architect
11 7 (3.66%) Systems Administrator
12 6 (3.14%) Project Analyst
Libraries, Frameworks & Software Standards
1 30 (15.71%) .NET
2 28 (14.66%) .NET Core
2 28 (14.66%) ASP.NET
2 28 (14.66%) ASP.NET Core
3 17 (8.90%) CSS
3 17 (8.90%) HTML
4 16 (8.38%) Entity Framework
5 12 (6.28%) AngularJS
5 12 (6.28%) SubSonic
5 12 (6.28%) Vue
6 11 (5.76%) Akka
7 4 (2.09%) JSON
8 2 (1.05%) React
9 1 (0.52%) .NET Framework
9 1 (0.52%) ARM Templates
9 1 (0.52%) LangChain
9 1 (0.52%) Middleware
9 1 (0.52%) PySpark
9 1 (0.52%) SAP PI
Miscellaneous
1 20 (10.47%) Management Information System
2 16 (8.38%) Greenfield Project
3 12 (6.28%) Video\Live Streaming
4 11 (5.76%) Data Structures
4 11 (5.76%) Over-the-Top Content
5 7 (3.66%) Blockchain
5 7 (3.66%) Product Ownership
6 6 (3.14%) Cyberattack
6 6 (3.14%) Onboarding
7 5 (2.62%) Virtual Team
8 4 (2.09%) Cloud Native
8 4 (2.09%) Self-Motivation
9 3 (1.57%) Social Media
10 2 (1.05%) IoT
10 2 (1.05%) Low-Code
11 1 (0.52%) Data Fabric
11 1 (0.52%) Distributed Systems
11 1 (0.52%) Legacy Systems
11 1 (0.52%) Operational Technology
11 1 (0.52%) Reinsurance
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 191 (100.00%) Analytics
2 66 (34.55%) Agile
3 50 (26.18%) Data Analysis
3 50 (26.18%) Problem-Solving
4 47 (24.61%) Decision-Making
5 44 (23.04%) AI
6 40 (20.94%) Project Management
7 39 (20.42%) Roadmaps
8 38 (19.90%) Actionable Insight
9 37 (19.37%) Stakeholder Engagement
10 34 (17.80%) Data Governance
11 33 (17.28%) Business Intelligence
11 33 (17.28%) Risk Management
12 32 (16.75%) Data Management
12 32 (16.75%) Full-Stack Development
13 29 (15.18%) DevOps
14 28 (14.66%) CI/CD
14 28 (14.66%) Strategic Thinking
15 27 (14.14%) Continuous Improvement
16 25 (13.09%) Data Transformation
Programming Languages
1 98 (51.31%) SQL
2 44 (23.04%) Python
3 31 (16.23%) C#
4 15 (7.85%) TypeScript
5 12 (6.28%) Scala
6 9 (4.71%) R
7 6 (3.14%) VBA
8 3 (1.57%) Data Analysis Expressions
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) Bicep
9 1 (0.52%) C
9 1 (0.52%) C++
9 1 (0.52%) Java
9 1 (0.52%) PowerShell
Qualifications
1 21 (10.99%) Degree
2 15 (7.85%) CGEIT
2 15 (7.85%) CISA
2 15 (7.85%) CISM
2 15 (7.85%) CISSP
2 15 (7.85%) FFIEC
2 15 (7.85%) SANS
3 7 (3.66%) Security Cleared
4 4 (2.09%) SC Cleared
5 3 (1.57%) DBS Check
6 2 (1.05%) Azure Certification
6 2 (1.05%) Computer Science Degree
7 1 (0.52%) ACCA
7 1 (0.52%) CBAP
7 1 (0.52%) IIBA
7 1 (0.52%) ISACA
7 1 (0.52%) Master's Degree
7 1 (0.52%) Microsoft Certification
7 1 (0.52%) Numerate Degree
7 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 21 (10.99%) GDPR
2 20 (10.47%) Data Quality
3 16 (8.38%) NIST
4 15 (7.85%) COBIT
4 15 (7.85%) QA
5 8 (4.19%) Accessibility
5 8 (4.19%) Actionable Recommendations
6 1 (0.52%) GMP
6 1 (0.52%) IFRS
6 1 (0.52%) IFRS 17
6 1 (0.52%) ISO 9001
6 1 (0.52%) PCI DSS
6 1 (0.52%) WCAG
System Software
1 24 (12.57%) Docker
2 7 (3.66%) Active Directory
Systems Management
1 24 (12.57%) Kubernetes
2 1 (0.52%) Terraform
Vendors
1 57 (29.84%) Microsoft
2 9 (4.71%) Databricks
3 8 (4.19%) Oracle
4 6 (3.14%) OpenAI
4 6 (3.14%) SAP
5 5 (2.62%) Alteryx
5 5 (2.62%) Informatica
5 5 (2.62%) Salesforce
6 4 (2.09%) HubSpot
6 4 (2.09%) Talend
7 3 (1.57%) Google
8 1 (0.52%) Capita
8 1 (0.52%) Citrix
8 1 (0.52%) Civica
8 1 (0.52%) Cognizant
8 1 (0.52%) Foundry
8 1 (0.52%) iManage
8 1 (0.52%) Northgate
8 1 (0.52%) Orchard