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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 270 211 241
Rank change year-on-year -59 +30 -52
Permanent jobs citing Data Analytics 184 244 357
As % of all permanent jobs with remote/hybrid work options 0.85% 1.48% 1.26%
As % of the Processes & Methodologies category 1.02% 1.59% 1.43%
Number of salaries quoted 118 138 230
10th Percentile £41,250 £31,200 £37,900
25th Percentile £47,500 £42,813 £46,500
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -7.14%
75th Percentile £90,000 £87,813 £78,750
90th Percentile £105,000 £112,500 £98,876
UK median annual salary £60,000 £62,500 £62,500
% change year-on-year -4.00% - -6.72%

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 17,978 15,345 25,010
As % of all permanent jobs with a WFH option 82.84% 93.19% 88.41%
Number of salaries quoted 13,054 9,077 18,589
10th Percentile £35,000 £29,750 £34,750
25th Percentile £44,972 £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 £76,250
90th Percentile £100,000 £102,410 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.71%

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 24 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 5 (2.72%) SAS
2 2 (1.09%) SharePoint
3 1 (0.54%) Apache
3 1 (0.54%) Apache Spark
3 1 (0.54%) Confluence
3 1 (0.54%) Microsoft Exchange
Applications
1 19 (10.33%) Microsoft Excel
2 2 (1.09%) Microsoft Office
2 2 (1.09%) SPSS
3 1 (0.54%) Microsoft Project
3 1 (0.54%) MS Visio
Business Applications
1 5 (2.72%) Dynamics CRM
2 1 (0.54%) Maximo
2 1 (0.54%) SAP PM
2 1 (0.54%) SAP S/4HANA
Cloud Services
1 60 (32.61%) Azure
2 54 (29.35%) Power Platform
3 18 (9.78%) Azure DevOps
4 16 (8.70%) GitHub
5 14 (7.61%) GitHub Copilot
6 10 (5.43%) Power Automate
7 9 (4.89%) AWS
8 8 (4.35%) Azure Logic Apps
8 8 (4.35%) PowerApps
9 7 (3.80%) Entra ID
9 7 (3.80%) Microsoft Purview
10 6 (3.26%) Azure Machine Learning
10 6 (3.26%) SaaS
10 6 (3.26%) Snowflake
11 5 (2.72%) GCP
12 4 (2.17%) Dynamics 365
13 3 (1.63%) Azure Data Factory
14 2 (1.09%) Alation
14 2 (1.09%) Figma
14 2 (1.09%) Veeva
Communications & Networking
1 11 (5.98%) CHAP
2 1 (0.54%) Firewall
2 1 (0.54%) GoToMeeting
2 1 (0.54%) VPN
Database & Business Intelligence
1 44 (23.91%) Power BI
2 33 (17.93%) Azure SQL Database
3 32 (17.39%) MongoDB
4 13 (7.07%) Tableau
5 12 (6.52%) Relational Database
6 6 (3.26%) Data Warehouse
7 5 (2.72%) Power Query
7 5 (2.72%) SQL Server
8 3 (1.63%) Metadata
8 3 (1.63%) Oracle Reports
8 3 (1.63%) PowerPivot
8 3 (1.63%) SAS EBI
9 2 (1.09%) Data Lake
9 2 (1.09%) Looker
10 1 (0.54%) Data Mining
10 1 (0.54%) Db2
10 1 (0.54%) NoSQL
10 1 (0.54%) SAP Data Services
10 1 (0.54%) SAP HANA
10 1 (0.54%) Semantic Layer
Development Applications
1 4 (2.17%) Browser DevTools
2 2 (1.09%) Git
2 2 (1.09%) JIRA
3 1 (0.54%) Balsamiq
3 1 (0.54%) MLflow
General
1 80 (43.48%) Finance
2 51 (27.72%) Analytical Skills
3 50 (27.17%) Social Skills
4 24 (13.04%) Inclusion and Diversity
5 18 (9.78%) Games
5 18 (9.78%) Marketing
6 16 (8.70%) Banking
7 14 (7.61%) Aerospace
8 12 (6.52%) Financial Institution
9 8 (4.35%) Public Sector
10 7 (3.80%) Advertising
11 6 (3.26%) Legal
12 5 (2.72%) French Language
13 4 (2.17%) Retail
14 3 (1.63%) Automotive
14 3 (1.63%) Corporate Banking
14 3 (1.63%) General Ledger
14 3 (1.63%) Investment Banking
14 3 (1.63%) Law
15 2 (1.09%) Presentation Skills
Job Titles
1 46 (25.00%) Analyst
2 36 (19.57%) Developer
3 34 (18.48%) Data Analyst
3 34 (18.48%) Senior
4 32 (17.39%) .NET Developer
5 21 (11.41%) Senior Analyst
6 17 (9.24%) Senior Data Analyst
7 15 (8.15%) Architect
8 14 (7.61%) Auditor
9 10 (5.43%) Internal Auditor
9 10 (5.43%) Security Auditor
10 9 (4.89%) Audit Manager
11 8 (4.35%) Data Manager
11 8 (4.35%) IT Manager
11 8 (4.35%) Lead
12 7 (3.80%) Administrator
12 7 (3.80%) IT Audit Manager
12 7 (3.80%) Solutions Architect
12 7 (3.80%) Systems Administrator
13 6 (3.26%) Data Architect
Libraries, Frameworks & Software Standards
1 34 (18.48%) .NET
2 32 (17.39%) .NET Core
2 32 (17.39%) ASP.NET
2 32 (17.39%) ASP.NET Core
3 18 (9.78%) CSS
3 18 (9.78%) Entity Framework
3 18 (9.78%) HTML
4 14 (7.61%) AngularJS
4 14 (7.61%) SubSonic
4 14 (7.61%) Vue
5 5 (2.72%) JSON
6 1 (0.54%) .NET Framework
6 1 (0.54%) ARM Templates
6 1 (0.54%) LangChain
6 1 (0.54%) Middleware
6 1 (0.54%) PySpark
6 1 (0.54%) React
6 1 (0.54%) SAP PI
Miscellaneous
1 18 (9.78%) Greenfield Project
2 16 (8.70%) Management Information System
3 10 (5.43%) Data Structures
4 8 (4.35%) Product Ownership
5 6 (3.26%) Cyberattack
6 5 (2.72%) Blockchain
6 5 (2.72%) Onboarding
6 5 (2.72%) Virtual Team
7 4 (2.17%) Cloud Native
7 4 (2.17%) Self-Motivation
8 3 (1.63%) Social Media
9 2 (1.09%) IoT
9 2 (1.09%) Legacy Systems
9 2 (1.09%) Low-Code
10 1 (0.54%) AI Agents
10 1 (0.54%) Data Fabric
10 1 (0.54%) Educational Technology
10 1 (0.54%) Operational Technology
10 1 (0.54%) Public Cloud
10 1 (0.54%) Web Conferencing
Operating Systems
1 1 (0.54%) AIX
1 1 (0.54%) Unix
1 1 (0.54%) Windows
Processes & Methodologies
1 184 (100.00%) Analytics
2 57 (30.98%) Agile
3 52 (28.26%) Decision-Making
4 51 (27.72%) Problem-Solving
5 47 (25.54%) Data Analysis
6 43 (23.37%) AI
7 39 (21.20%) Roadmaps
8 38 (20.65%) Project Management
9 37 (20.11%) Actionable Insight
10 36 (19.57%) Full-Stack Development
11 34 (18.48%) Data Governance
12 33 (17.93%) Business Intelligence
12 33 (17.93%) Stakeholder Engagement
13 32 (17.39%) Data Management
13 32 (17.39%) DevOps
14 30 (16.30%) CI/CD
15 29 (15.76%) Continuous Improvement
15 29 (15.76%) Risk Management
16 28 (15.22%) Strategic Thinking
17 26 (14.13%) Data Transformation
Programming Languages
1 102 (55.43%) SQL
2 39 (21.20%) Python
3 34 (18.48%) C#
4 16 (8.70%) TypeScript
5 6 (3.26%) R
5 6 (3.26%) VBA
6 3 (1.63%) Data Analysis Expressions
7 1 (0.54%) ABAP
7 1 (0.54%) Ada
7 1 (0.54%) Bicep
7 1 (0.54%) C
7 1 (0.54%) C++
7 1 (0.54%) PowerShell
Qualifications
1 26 (14.13%) Degree
2 11 (5.98%) CGEIT
2 11 (5.98%) CISA
2 11 (5.98%) CISM
2 11 (5.98%) CISSP
2 11 (5.98%) FFIEC
2 11 (5.98%) SANS
3 7 (3.80%) Security Cleared
4 4 (2.17%) SC Cleared
5 2 (1.09%) Azure Certification
5 2 (1.09%) Computer Science Degree
5 2 (1.09%) DBS Check
5 2 (1.09%) Master's Degree
6 1 (0.54%) BPSS Clearance
6 1 (0.54%) CBAP
6 1 (0.54%) CIMA
6 1 (0.54%) CIPFA
6 1 (0.54%) IIBA
6 1 (0.54%) ISACA
6 1 (0.54%) Numerate Degree
Quality Assurance & Compliance
1 22 (11.96%) Data Quality
2 17 (9.24%) GDPR
3 16 (8.70%) QA
4 12 (6.52%) NIST
5 11 (5.98%) COBIT
6 10 (5.43%) Accessibility
7 8 (4.35%) Actionable Recommendations
8 1 (0.54%) IFRS
8 1 (0.54%) IFRS 17
8 1 (0.54%) PCI DSS
8 1 (0.54%) PMO
8 1 (0.54%) WCAG
System Software
1 16 (8.70%) Docker
2 7 (3.80%) Active Directory
Systems Management
1 15 (8.15%) Kubernetes
2 1 (0.54%) Terraform
Vendors
1 63 (34.24%) Microsoft
2 10 (5.43%) Databricks
3 9 (4.89%) Salesforce
4 7 (3.80%) Oracle
4 7 (3.80%) SAP
5 5 (2.72%) Google
6 4 (2.17%) Alteryx
6 4 (2.17%) Informatica
6 4 (2.17%) OpenAI
7 3 (1.63%) HubSpot
7 3 (1.63%) Talend
8 1 (0.54%) Capita
8 1 (0.54%) Citrix
8 1 (0.54%) Civica
8 1 (0.54%) Cognizant
8 1 (0.54%) Dataiku
8 1 (0.54%) Foundry
8 1 (0.54%) Northgate
8 1 (0.54%) Orchard